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So wrong, in fact, that when I recently offered a $1,000 bet on solar’s explosive growth, not a single expert would take me up on it.

The short-term forecast is truly a fore-cast: a short throw into the future.

The short-term forecast is truly a fore-cast : a short throw into the future.

Who needs short-term forecasts?

However, given that solar forecasts are so often wrong, wouldn’t this cause chaos for businesses working with the wrong data?

Monty Home Device Hacking GuideWelcome to the Monty Home Device Hacking Guide repository!

This guide provides step-by-step instructions for extending the functionality of the Monty Home BLE device using a Raspberry Pi.

Originally designed for compost monitoring, the Monty Home device collects valuable data on temperature, humidity, and other environmental metrics.

In this repository, you’ll find three projects that use Python, BLE, and Raspberry Pi to interact with the Monty Home device.

Software RequirementsRaspberry Pi OS: Install Raspberry Pi OS Lite (for headless) or Raspberry Pi OS with Desktop (for graphical interface).

A query engine typically consists of a Query Parser, Logical Plan generation and then the Physical Plan generation to run the computations on the Execution Engine.

A query generally goes through multiple optimization phases in the logical plan generation as well as physical plan generation.

No matter what the target use-case of the end system is, the query engine more or less follows this model.

Building a top DataFusionDataFusion architectureAt Denormalized, we are building a duck db like single node experience for stream processing applications.

Logical Plan to Physical PlanThe last piece of the puzzle is the touch point where the logical plan gets converted into the physical plan.

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Apple urged a federal judge to dismiss the Department of Justice’s antitrust case against it, saying the government’s complaint includes speculative arguments and the government doesn’t plausibly argue it has monopoly power.

“The court is allowed to use common sense,” countered DOJ counsel Jonathan Lasken at a hearing in New Jersey on Wednesday.

Apple has argued the case against it is overly speculative and amounts to a “judicial redesign” of the iPhone.

It’s sought to downplay its own influence, saying the government doesn’t allege a large enough smartphone market share to add up to monopoly power.

He said he hopes to make that decision by January, according to Bloomberg.

Electrobun aims to be a complete solution-in-a-box for building, updating, and shipping ultra fast, tiny, and cross-platform desktop applications written in Typescript.

Under the hood it uses bun to execute the main process and to bundle webview typescript, and has native bindings written in zig.

Using mice for the study, the researchers found that heart muscle also decreased in both obese and lean mice.

The systemic effect observed in mice was then confirmed in cultured human heart cells.

Though the short-term effects of muscle loss on physical strength and function remain unclear, the commentary calls for future research to explore how reductions in muscle mass might improve muscle mass and composition.

To keep muscle strong while losing weight, Prado says it is essential to focus on two main things: nutrition and exercise.

“This type of exercise helps keep muscle from breaking down during weight loss and maintains strength.”She adds that for anyone using weight loss medications, …

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The US “absolutely” is not testing and monitoring bird flu cases enough, which means scientists could miss mutated cases like these, said Richard Webby, a virologist at St Jude children’s research hospital’s department of infectious diseases.

The Canadian teen first developed symptoms on 2 November and was hospitalized at the British Columbia children’s hospital on 8 November.

The virus may have mutated over the course of the teen’s illness; additional sequencing could reveal more about its evolution.

In Canada, experts hope the mutated virus will die out without being passed on to anyone else.

“That’s why we do need to remain very vigilant about this.”The possibility of a more-transmissibl…

DarkFlare is a clever little tool that disguises your TCP traffic as innocent HTTPS requests, letting them pass through corporate firewalls like a VIP at a nightclub.

AP NEWS In such environments, a tool that tunnels TCP traffic over HTTP(S) through a Content Delivery Network (CDN) like Cloudflare can be invaluable.

FIREWALL/CENSORSHIP | | | | v v v v [Client]──────┐ ┌──────────────────┐ ┌─────────[Target Service] │ │ │ │ (e.g., SSH Server) │ │ CLOUDFLARE │ │tcp localhost:22 │tcp │ NETWORK │ │ [darkflare │ │ │ │ [darkflare client]──────┼───HTTPS───────>│ (looks like │─-HTTPS-───────>│ server] localhost:2222│ │ normal traffic) │ │ :8080 │ │ │ │ └────────────────┼──────────────────┼──────────…

B uy from Amazonwith cryptobaggins.ai/ Find

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DescriptionOpenNext takes the Next.js build output and converts it into packages that can be deployed across a variety of environments.

: Updated with every push to the branch, this prerelease contains the most up to date yet (reasonably) stable version of the package.

Build open-next : cd packages/open-next pnpm build Run open-next in watch mode: pnpm dev Now, you can make changes in open-next and build your Next.js app to test the changes.

CDK NextJS by JetBridge for its contribution to the deployment architecture of a Next.js application on AWS.

serverless-nextjs by Serverless Framework for paving the way for serverless Next.js applications on AWS.

Search firm Sistrix cited the lost traffic to the third-party review content inside Forbes, The Wall Street Journal, CNN, Fortune, and Time as worth $7.5 million last week, according to AdWeek.

Search rankings dropped by up to 97 percent at Time's affiliate review site, Time Stamped, and 43 percent at Forbes Advisor.

The drops are isolated to the affiliate subdomains of the sites, so their news-minded primary URLs still rank where relevant.

Trusted names in CBD gummies and pet insuranceThe "site reputation abuse" Google is targeting takes many forms, but it has one common theme: using an established site's domain history to quietly sell things.

Forbes, a well-established business news site,…

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With the Core ONE, Prusa Research is no longer in the business of making open source 3D printer hardware, but that doesn’t mean that the printer isn’t hackable.

Although Prusa still called the printer open source in their marketing, the reality was a bit more complicated.

At the same time, there were issues that I was willing to overlook because the company was producing open source hardware.

(And of course, it is still open source, and widely forked.)

But part of me will always be disappointed that the guy with the open source hardware logo tattoo took his ball and went home as soon as the game starting getting tough.

Comments

Some Android apps run seamlessly on Chromebooks, providing smooth functionality that feels native to a laptop.

Also: How to run Android apps on LinuxWindow management: This is one of the first things that needs to change.

Imagine dragging and dropping app windows anywhere on the screen, resizing them freely to fit your workflow.

Also: The best Android tablets: Expert tested and reviewedBut tools alone won't solve the problem.

Running Android apps on Chromebooks often feels inconsistent -- some apps run flawlessly, while others struggle with lag or compatibility issues.

On Monday, people familiar with the matter told Bloomberg that top antitrust officials are planning to ask the court on Wednesday to order Google to sell off Chrome.

Additionally, the DOJ intends to ask for a range of other remedies, Bloomberg reported, all of them discussed in a court filing last month.

Notably, the DOJ will reportedly not push for Google to sell off Android, sources said, which was considered "a more severe option."

It's possible that the DOJ will seek an order requiring Chrome to be spun off but won't actually ever pursue that remedy.

Sources told Bloomberg that the DOJ may reserve that "option" to be used only if other non-structural remedies fail.

Hey HN, we're Alexi and Jonas the co-founders of Autotab ( https://autotab.com ).

Autotab is a chrome-based browser you can teach to do complex tasks, with a simple API for running them from your app or backend.

The number one blocker we've found in building more flexible, agentic automations is performance quality BY FAR (https://www.langchain.com/stateofaiagents#barriers-and-chall...).

We also knew that we needed a level of control for the model that we couldn't get without owning the browser.

In Autotab, the browser becomes a canvas on which the user and the model are taking turns showing and explaining the task.

Quantum computers have the potential to revolutionize drug discovery, material design and fundamental physics — that is, if we can get them to work reliably.

Certain problems, which would take a conventional computer billions of years to solve, would take a quantum computer just hours.

If we want to make quantum computers more reliable, especially at scale, we need to accurately identify and correct these errors.

In a paper published today in Nature, we introduce AlphaQubit, an AI-based decoder that identifies quantum computing errors with state-of-the-art accuracy.

This collaborative work brought together Google DeepMind’s machine learning knowledge and Google Quantum AI’s error correction…

This week's Internet cable cuts in the Baltic sea have been widely reported, even as attempts to understand their cause and impact are ongoing.

But as we turn to RIPE Atlas to measure the impact these events had on the Internet, the question we really want to ask here is whether the Internet managed to route around the damage done.

More specifically, we use data collected from RIPE Atlas anchors, which provide a particularly stable view of the Internet.

So strictly speaking, this is an analysis of the RIPE Atlas anchor mesh between the target countries.

As a starting point for our analysis, we looked at measurements in the anchor mesh for paths between Sweden and Lithuania.

In preparation to present Blossom at Maker Faire Coney Island, I refined the telepresence interface and enabled conversational interaction with a language model.

I have been rebuilding Blossom on-and-off since I finished grad school, though others in academia have also taken Blossom in different directions.

The gadgets comprising Blossom include motors, serial devices, language models, and web page servers for the control interface.

The top toolbar includes controls for playback and texting a message to the robot’s language model.

Alternatively, one can text to Blossom through the mobile interface, which sends the message directly to the language model.

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Table of Contents:In the last blog post, we briefly saw why SPIR-V was an interesting shader format for our new shader compiler.

How it works currently 🔗There are two components to SDSL :The effect system The shader mixin systemThe effect system sits at a higher level than the shader mixins.

Shaderc and SPIR-V Tools have some SPIR-V generation capabilities to some degrees but from C# it would be hard to extend the SPIR-V specification.

They have generated C# code based on the SPIR-V headers and specification and are using it to assemble some SPIR-V modules.

Finally we can make sure we can generate SPIR-V mixins from the AST generated by the current Stride shader system.

Modern Hardware for Future DatabasesWith thanks to Phil Eaton for early review, and Shikar Bandar for the pointer to AWS's ClockBound.

All combined, I’m hopeful that we’ll see some interesting architectural shifts in databases over the next decade, but I’m uncertain if the necessary hardware will be accessible.

RDMA isn’t just for OLTP databases either; BigQuery uses an RDMA shuffle-based join, because of the high throughput.

Sun’s Rock processor featured hardware transactional memory right up until Sun was bought and Rock was shut down.

Thus we end with my bleak view on the next generation of databases: no one[13] can build databases that critically depend on new hardware advancements unti…

Delta Chat introduces realtime Peer-to-Peer networkingAre you interested in enshittification-resistant application development?

Realtime Editor: cursor positions and immediate collabThe realtime editor app is a collaborative editor that can show realtime cursors and changes.

The realtime editor is a fork of the basic webxdc editor but with realtime capabilities added.

Live Chat: realtime chat in a chat :)The LiveChat app provides ephemeral chatting with realtime typing-indicators between anyone in a chat group who starts the live chat.

Delta Chat will send an end-to-end encrypted “system” chat message to a group chat that contains an Iroh Ticket.

Today, Amazon Web Services (AWS) announced a collaborative initiative aimed at verifying the safety of the Rust standard libraries.

Currently, the Rust standard library contains approximately 35,000 functions, including 7,500 marked as unsafe, necessitating a focused effort to ensure their reliability and security.

This initiative will include a series of challenges that focus on verifying memory safety and a subset of undefined behaviors in the Rust standard library.

Participants can contribute by specifying contracts, verifying library components, or developing new verification tools.

Other key notes:Participants can contribute by specifying contracts, verifying library components, or dev…

CSS Flexbox can create a disconnect between the DOM order and visual presentation of content, causing keyboard navigation to break.

TLDR: The only viable way (in my opinion) for the flexbox disconnect to be resolved, is in the browser (as with the Firefox "bug") and the accessibility tree.

In the following example, the visual order is "3, "2", "1", but the DOM order is still "1", "2", "3".

The browserA more promising option is for the browser to handle the flexbox disconnect.

It doesn’t entirely solve the flexbox disconnect problem for screen reader users though.

Comments

We prove that the following problem is co-RE-complete and thus undecidable: given three simple polygons, is there a tiling of the plane where every tile is an isometry of one of the three polygons (either allowing or forbidding reflections)? This result improves on the best previous construction which requires five polygons. arXiv

Comments

Instead of recomputing everything when your input changes slightly, incremental computation aims to reuse the original output and efficiently update the results.

The chain rule below emerges as a particularly powerful composition technique for incremental computation.

And DBSP gives us simple and principled Incremental View Maintenance (IVM) over a database.

Incremental View Maintenance (IVM) algorithmNow, let's put that chain rule compositionality to good use.

I was interning with Rob Strom to add an incremental view maintenance (IVM) research on IBM's publish-subscribe system, Gryphon.

struct HostStats { stats : HashMap, } impl HostStats { fn get (& self , hostname : & str , port : u16 ) -> Option<&Stats;> { self .stats.

get (&Host;{ hostname: hostname.

to_string (), port, }) } fn record (& mut self , hostname : String, port : u16 , sent : usize , errors : usize ) { let host = Host { hostname, port, }; self .stats.

get (&host;) } fn record (& mut self , hostname : String, port : u16 , sent : usize , errors : usize ) { let host = Host { hostname: Cow::from(hostname), port, }; self .stats.

impl HostStats { fn try_record (& mut self , hostname : & str , port : u16 , sent : usize , errors : usize ) { let host = Host { hostname: Cow::from(hostname), port, }; if let Some(stats)…

This week's Internet cable cuts in the Baltic sea have been widely reported, even as attempts to understand their cause and impact are ongoing.

But as we turn to RIPE Atlas to measure the impact these events had on the Internet, the question we really want to ask here is whether the Internet managed to route around the damage done.

More specifically, we use data collected from RIPE Atlas anchors, which provide a particularly stable view of the Internet.

So strictly speaking, this is an analysis of the RIPE Atlas anchor mesh between the target countries.

As a starting point for our analysis, we looked at measurements in the anchor mesh for paths between Sweden and Lithuania.

With the announced Digital Fairness Act, the new EU Commission should introduce a ban on personalized advertising.

The recently announced Digital Fairness Act can be used to enforce the ban on tracking and personalized advertising.

Ban personalised advertisingA ban on tracking-based personalised advertising will provide an incentive to reinforce sustainable alternative models and, in fact, will be a condition for making them viable.

The advertising industry already has sustainable, proven concepts for effective online advertising that do not require targeted tracking and personalisation (e.g.

We are therefore calling on the European Commission to propose legislation that would ban personali…

We ended up talking about Zed and he told me he’ll try it, but does it have any AI features?

A couple of shrugs saying: I don’t care about all that AI stuff, I’m not interested, I just want to turn it off.

Jarred Sumner, who wrote Bun into the world, is using Claude to do something he could easily do himself.

Simon Eskildsen, who’s done more engineering on napkins than others have on their computers, is using AI “all the time”.

— I can hear you say “that’s an appeal to authority, it doesn’t mea—” Yes, yes, yes, you’re right.

FreeBee -- AT&T UNIX PC emulatorI'm developing an emulator for the AT&T UNIX PC.

Currently it can boot the 3B1 UNIX operating system and run acceptably.

The emulator currently boots 3B1 UNIX, and thanks to the hard efforts of many people, can run a wide variety of software (including, thanks to Jesse, the C compiler and MGR windowing system!).

Thanks and AcknowledgementsThe 3B1 emulator would not be possible without the generous donation of two AT&T UNIX PC systems and software disks by Antoni Sawicki.

Other software and documentation resourcesBitsavers 3B1 software archive – AT&T System Software (Foundation Set) v3.0, v3.5 and v3.51 – Diagnostics, Floppy/Hard Disk Boot, Communications Patc…

Rod McGuirk / Associated Press:

Australia introduces a bill in Parliament to ban children younger than 16 from social media; companies would face fines of up to AU$50M for violations — Australia's communications minister introduced a world-first law into Parliament on Thursday that would ban children younger than 16 from social media …

Sarah McBride / Bloomberg:

Neuralink receives approval from Canada to launch clinical trials of its brain implants and plans to run its first non-US trial with Toronto Western Hospital — The billionaire's brain device company is currently recruiting patients in the US, UK and Canada.

Matt Swayne / The Quantum Insider:

Google researchers introduce AlphaQubit, a machine-learning decoder that surpasses existing methods in identifying and correcting quantum computing errors — - Google researchers introduced AlphaQubit, an AI-powered decoder that improves quantum error correction, reducing errors by 6% compared …

Sara Fischer / Axios:

Adtech company The Trade Desk announces Ventura, a smart TV operating system, and plans to partner with TV manufacturers for its rollout, expected in H2 2025 — - “We're looking at a concentration around a handful of players that lack objectivity,” Green said.

Claudia Assis / MarketWatch:

Palo Alto Networks reports Q1 revenue up 14% YoY to $2.14B, vs. $2.12B est., and projects FY 2025 sales in line with estimates; PANW drops 5%+ after hours — Merely in-line outlook for fiscal 2025 weighs on the stock, down 5% after hours — Referenced Symbols

Larry Dignan / Constellation Research:

Snowflake reports Q3 revenue up 28% YoY to $942.09M, vs. $898.46M est., unveils a deal with Anthropic to bring Claude to Cortex AI; SNOW jumps 18%+ after hours — Snowflake said it has inked a multi-year deal to bring Anthropic's Claude models to Snowflake Cortex AI.

Daniel Howley / Yahoo Finance:

Nvidia reports Q3 revenue up 94% YoY to $35.1B, vs. $33.2B est., Data Center revenue up 112% to $30.8B, vs. $29B est., and forecasts Q4 revenue above estimates — Nvidia (NVDA) reported its Q3 earnings after the bell on Wednesday, beating analysts' expectations on the top and bottom lines …

Wall Street Journal:

Sources: xAI has told investors it raised $5B in a funding round valuing it at $50B and that its revenue has reached $100M on an annualized basis — The artificial intelligence startup has more than doubled its valuation from the spring — Elon Musk's artificial intelligence startup …

Hayden Field / CNBC:

Menlo Ventures: business spending on generative AI hit $13.8B in 2024, up from $2.3B in 2023; OpenAI's marketshare in enterprise AI declined from 50% to 34% — Business spending on generative AI surged 500% this year, from $2.3 billion in 2023 to $13.8 billion, according to data released by Menlo Ventures on Wednesday.

Kyle Wiggers / TechCrunch:

Chinese AI company DeepSeek unveils DeepSeek-R1-Lite-Preview, a “reasoning” AI model that it claims is competitive with OpenAI's o1, and plans to open source it — A Chinese lab has unveiled what appears to be one of the first “reasoning” AI models to rival OpenAI's o1.

Sarah Perez / TechCrunch:

Threads begins rolling out the ability to create custom feeds globally, giving users options beyond “For You” and “Following” feeds — As X competitor Bluesky takes off, topping 20 million users, Meta's own Twitter-like app, Instagram Threads, has begun rolling …

Bloomberg:

Sources: Trump's team is talking with the crypto industry over whether to create a White House post dedicated to cryptocurrency policy and is vetting candidates — - President-elect's team is vetting candidates for the job — Crypto industry executives spoke with Trump this week

Margi Murphy / Bloomberg:

US prosecutors charge five alleged members of the Scattered Spider hacking group for their role in the hacks of 29+ individuals and theft of $11M+ in crypto — - $11 million stolen in years-long campaign targeting US firms — Loosely-knit group consists of young men in US and UK

Jeff John Roberts / Fortune:

DCG founder Barry Silbert announces a subsidiary called Yuma to help build decentralized AI services called “subnets” on the Bittensor blockchain network — Barry Silbert isn't done yet. The billionaire entrepreneur first made his mark in finance when, at age 17 …

Ingrid Lunden / TechCrunch:

French AI startup H, which raised a $220M seed in May 2024, announces its first product, Runner H, an “agentic” AI model, available in private beta — H, the Paris startup founded by Google alums, made a big splash last summer when, out of the blue, it announced a seed round of $220 million …

Zac Hall / 9to5Mac:

Meta unveils new Messenger features, including audio and video voicemail, AI backgrounds for video calls, and hands-free calling and messaging via Siri — There's a pretty cool update for Messenger out today. Meta has introduced phone and video calling voicemail, similar to FaceTime.

Tom Warren / The Verge:

Microsoft opens up Xbox Cloud Gaming to existing Xbox game libraries, letting Xbox Game Pass Ultimate subscribers stream 50 supported games they already own — Microsoft is starting to open up Xbox Cloud Gaming to existing Xbox game libraries today.

Mackenzie Hawkins / Bloomberg:

The Biden admin finalizes $1.5B CHIPS Act incentives for GlobalFoundries, meaning it can start receiving federal funding for facilities in Vermont and New York — - Pact doesn't include $1.6 billion loan from proposed agreement — Biden administration has been firming up Chips Act awards

Jennifer Pattison Tuohy / The Verge:

Amazon unveils the $400 Echo Show 21, an upgrade to the Echo Show 15 from 2022, with a 21" 1080p display and auto-framing camera, and updates the Echo Show 15 — Amazon's first wall-mounted smart display just got a big upgrade. Today, the company announced the launch of the Echo Show 21 …

Sarah Wynn / The Block:

A US judge sentences FTX co-founder Gary Wang to “time served”, meaning no jail time; Wang pleaded guilty in December 2022 to fraud charges after FTX collapsed — - Gary Wang pleaded guilty in December 2022 to fraud-related charges following the collapse of FTX a month earlier.

Rest of World:

GSMA: 4.6B people are now connected to mobile internet, or 57% of the world; mobile subscriber growth fell to 160M in 2023, from 200M per year from 2015 to 2021 — What happened to the “next billion” internet users? They're already online. — 57% of the population is already connected to mobile internet.

Ryan Gould / Bloomberg:

Vista sells a minority stake in IT infrastructure monitoring company LogicMonitor to investors in a deal valuing it at ~$2.4B; LogicMonitor also raised $800M — - PSG Equity, Golub, others inject $800 million in equity, debt — Vista acquired LogicMonitor for $415 million in mid-2018

Ryan Browne / CNBC:

Belgium-based Odoo, which develops open-source enterprise resource planning software, hit a €5B valuation in a secondary share round led by CapitalG and Sequoia — Odoo, a startup taking on SAP in the realm of enterprise software, boosted its valuation to 5 billion euros ($5.3 billion) …

Victoria Song / The Verge:

Samsung Galaxy Watch FE review: identical to the Watch 7 with similar health features, but has the guts of a three-year-old Watch 4, poor battery, and one size — As an entry-level device, the FE doesn't quite nail the right mix of price, features, and hardware. … Everybody loves a deal.

Meytal Vaizberg / Globes Online:

Israeli enterprise data security startup Cyera raised a $300M Series D led by Accel and Sapphire Ventures at a $3B+ valuation, up from $1.4B in April 2024 — Cyera has more than doubled its valuation since its most recent financing round in April 2024, when it also raised $300 million.

The System Design PrimerMotivationLearn how to design large-scale systems.

Prep for the system design interviewIn addition to coding interviews, system design is a required component of the technical interview process at many tech companies.

Additional topics for interview prep:Anki flashcardsThe provided Anki flashcard decks use spaced repetition to help you retain key system design concepts.

Index of system design topicsSummaries of various system design topics, including pros and cons.

How to approach a system design interview questionHow to tackle a system design interview question.

Reactive ResumeA free and open-source resume builder that simplifies the process of creating, updating, and sharing your resume.

DescriptionReactive Resume is a free and open-source resume builder that simplifies the process of creating, updating, and sharing your resume.

The platform is extremely user-friendly and can be self-hosted in less than 30 seconds if you wish to own your data completely.

You can share a personalised link of your resume to potential employers, track its views or downloads, and customise your page layout by dragging-and-dropping sections.

Start creating your standout resume with Reactive Resume today!

English | 简体中文 | 繁體中文 | 한국어 | Hindi | Arabic | Français | Русский | Latin | 日本語| Italian | Deutsch | Portuguese Br | Español | svenska | فارسی | TürkçeFile centipede is an All-In-One internet file upload/download manager, BitTorrent Client, WebDAV client, FTP client, and SSH client.

It supports multi-protocols and contains many useful auxiliary tools such as HTTP requester, file merge, and encoders.

With the browser integration, you can download audio and videos from websites, even encrypted videos.

It has proved that writing user interfaces in C++ could be significantly easier than HTML and JavaScript, without reducing performance.

TranslateIf you like this software, you can help by using …

auto: automatically choose the best method for parsing pdf from ocr and txt.

-s, --start INTEGER The starting page for PDF parsing, beginning from 0.

-e, --end INTEGER The ending page for PDF parsing, beginning from 0.

Table recognition may result in row/column recognition errors in complex tables.

OCR recognition may produce inaccurate characters in PDFs of lesser-known languages (e.g., diacritical marks in Latin script, easily confused characters in Arabic script).

The Data Engineering HandbookThis repo has all the resources you need to become an amazing data engineer!

Getting startedIf you are new to data engineering, start by following this 2024 breaking into data engineering roadmapIf you are here for the 6-week free YouTube boot camp you can check outFor more applied learning:Check out the projects section for more hands-on examples!

Check out the interviews section for more advice on how to pass data engineering interviews!

Check out the books section for a list of high quality data engineering booksCheck out the communities section for a list of high quality data engineering communities to joinCheck out the newsletter section to learn via emailR…

OSXOSX (macOS) inside a Docker container.

Features ✨KVM accelerationWeb-based viewerAutomatic downloadUsage 🐳Via Docker Compose:services : macos : image : dockurr/macos container_name : macos environment : VERSION : " 13 " devices : - /dev/kvm cap_add : - NET_ADMIN ports : - 8006:8006 - 5900:5900/tcp - 5900:5900/udp stop_grace_period : 2mVia Docker CLI:docker run -it --rm -p 8006:8006 --device=/dev/kvm --cap-add NET_ADMIN --stop-timeout 120 dockurr/macosVia Kubernetes:kubectl apply -f https://raw.githubusercontent.com/dockur/macos/refs/heads/master/kubernetes.ymlCompatibility ⚙️Product Platform Docker Engine Linux ✅ Docker Desktop Linux ❌ Docker Desktop macOS ❌ Docker Desktop Windows 11 ✅ D…

Connect the World, Frame by Frame Website | Documentation English｜中文🌟 OverviewVideoLingo is an all-in-one video translation, localization, and dubbing tool aimed at generating Netflix-quality subtitles.

It eliminates stiff machine translations and multi-line subtitles while adding high-quality dubbing, enabling global knowledge sharing across language barriers.

Refer to the installation documentation: English | 简体中文🏭 Batch ModeUsage instructions: English | 简体中文⚠️ Current LimitationsWhisperX performance varies across different devices.

Version 1.7 performs demucs voice separation first, but this may result in worse transcription after separation compared to before.

Multilingual video transcr…

Keras 3: Deep Learning for HumansKeras 3 is a multi-backend deep learning framework, with support for JAX, TensorFlow, and PyTorch.

Accelerated model development : Ship deep learning solutions faster thanks to the high-level UX of Keras and the availability of easy-to-debug runtimes like PyTorch or JAX eager execution.

: Ship deep learning solutions faster thanks to the high-level UX of Keras and the availability of easy-to-debug runtimes like PyTorch or JAX eager execution.

Install keras :pip install keras --upgradeInstall backend package(s).

You can take a Keras model and use it as part of a PyTorch-native Module or as part of a JAX-native model function.

Freqtrade is a free and open source crypto trading bot written in Python.

Supported Exchange marketplacesPlease read the exchange specific notes to learn about eventual, special configurations needed for each exchange.

Community testedExchanges confirmed working by the community:DocumentationWe invite you to read the bot documentation to ensure you understand how the bot is working.

Strategy Optimization by machine learning : Use machine learning to optimize your buy/sell strategy parameters with real exchange data.

Basic UsageBot commandsusage: freqtrade [-h] [-V] {trade,create-userdir,new-config,show-config,new-strategy,download-data,convert-data,convert-trade-data,trades-to-ohlcv,list-da…

Install ffmpeg on your system, or set the IMAGEIO_FFMPEG_EXE environment variable.

To enablerepo look-ups and downloads online, pass 'local files only=False' as input.

Please check your internet connection and try again.

Trying to load the model directly from the local cache, if it exists.

解决方法：点击查看如何从网盘手动下载模型反馈建议 📢可以提交 issue 或者 pull request。参考项目 📚该项目基于 https://github.com/FujiwaraChoki/MoneyPrinter 重构而来，做了大量的优化，增加了更多的功能。 感谢原作者的开源精神。许可证 📝点击查看 LICENSE 文件

Generative AIWelcome to the Google Cloud Generative AI repository.

This repository contains notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage generative AI workflows using Generative AI on Google Cloud, powered by Vertex AI.

For more Vertex AI samples, please visit the Vertex AI samples GitHub repository.

vision/ Use this folder if you're interested in building your own solutions from scratch using features from Imagen on Vertex AI (Vertex AI Imagen API).

setup-env/ Instructions on how to set up Google Cloud, the Vertex AI Python SDK, and notebook environments on Google Colab and Vertex AI Workbench.

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If we looked around a little, we might notice that both sin ⁡ \sin sin and cos ⁡ \cos cos fit the bill!

Why are we using sin ⁡ \sin sin and cos ⁡ \cos cos for even and odd positions respectively?

Deciphering the usage of both sin ⁡ \sin sin and cos ⁡ \cos cos is more involved, but crucial for our iterative approach to understanding.

Attn ( Q , K , V ) = softmax ( Q K T d k ) V \text{Attn}(Q, K, V) = \text{softmax}\left(\frac{QK^T}{\sqrt{d_k}}\right)V Attn ( Q , K , V ) = softmax ( d k ​ ​ Q K T ​ ) VIn all our previous iterations, we've generated a separate positional encoding vector and added it to our token embedding prior to our Q Q Q, K K K and V V V projections.

Instead, we can directl…

Embed an SQLite database in your PostgreSQL table.

This can be used to initialize an empty SQLite database in a PostgreSQL column.

Example Usage:SELECT empty_sqlite();Executes a SQL query on a SQLite database stored as a binary object and returns the result as a table of JSON-encoded rows.

sqlite : The SQLite database to query, stored as a binary object.

sqlite : The SQLite database to execute the SQL query on, stored as a binary object.

OverviewThe approach involves using a Linux network namespace along with Wireguard to connect to the VPN service.

While I'm using NordVPN, this should work for any VPN service that allows you to connect using wg .)

While I'm using NordVPN, this should work for any VPN service that allows you to connect using .

I'll be using it to manage the services that create the network namespace, connect via wireguard, and run Transmission.

While NordVPN uses Wireguard under the covers for its NordLynx technology, it doesn't provide any direct support for connecting over bare Wireguard.

SequinHuman-readable ANSI sequences.

If you built it from source, you can generate them with: sequin completion bash -h sequin completion zsh -h sequin completion fish -h sequin completion powershell -h If you use a package (like Homebrew, Debs, etc), the completions should be set up automatically, given your shell is configured properly.

This is a good thing, except in this case when we actually want ANSI sequences so we can inspect them.

Thankfully there are usually ways to force colors, like by setting CLICOLOR_FORCE=1 or with flags to force ANSI output.

Pro Mode: Syntax Highlighting for Raw SequencesOne of the pain points that we find when reading raw ANSI output is that it’s hard to vi…

Timescale – Purpose-built performance for AI Build RAG, search, and AI agents on the cloud and with PostgreSQL and purpose-built extensions for AI: pgvector, pgvectorscale, and pgai.

WorkOS – A platform that gives developers a set of building blocks for quickly adding enterprise-ready features to their application.

Add Single Sign-On (Okta, Azure, Google, Microsoft OAuth), sync users from any SCIM directory, HRIS integration, audit trails (SIEM), free magic link sign-in.

WorkOS is designed for developers and offers a single, elegant interface that abstracts dozens of enterprise integrations.

Learn more and get started at WorkOS.comShopify – Sign up for a $1/month trial period at shopify.com…

Changelog News!

The software newsletter that's also a podcastThe software world moves fast... keep up the easy way!

Let us track changes & Jerod will let you know what's up each Monday.

Sentry – Code breaks, fix it faster.

Use the code CHANGELOG when you sign up to get $100 off the team plan.

Eight Sleep – Up to $600 off Pod 4 Ultra — Go to eightsleep.com/changelog and use the code CHANGELOG .

AssemblyAI – Turn voice data into summaries with AssemblyAI’s leading Speech AI models.

Built by AI experts, their Speech AI models include accurate speech-to-text for voice data (such as calls, virtual meetings, and podcasts), speaker detection, sentiment analysis, chapter detection, PII redaction, and more.

Sentry – Code breaks, fix it faster.

Use the code CHANGELOG when you sign up to get $100 off the team plan.

System Initiative – The future of DevOps automation (is here!)

— System Initiative is an intuitive, powerful, collaborative replacement for Infrastructure as Code (IaC).

Timescale – Purpose-built performance for AI Build RAG, search, and AI agents on the cloud and with PostgreSQL and purpose-built extensions for AI: pgvector, pgvectorscale, and pgai.

Sentry – Code breaks, fix it faster.

Sentry is the only app monitoring platform built for developers that gets to the root cause for every issue.

Use the code CHANGELOG when you sign up to get $100 OFF the team plan.

AssemblyAI – Turn voice data into summaries with AssemblyAI’s leading Speech AI models.

Built by AI experts, their Speech AI models include accurate speech-to-text for voice data (such as calls, virtual meetings, and podcasts), speaker detection, sentiment analysis, chapter detection, PII redaction, and more.

Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections.

Push-button deployments that scale to thousands of instances.

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Jam.dev – One click bug reports developers love — Never explain another bug report again.

Jam auto-captures all the info engineers need to debug and repro.

Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections.

Push-button deployments that scale to thousands of instances.

Check out the speedrun to get started in minutes.

Timescale – Purpose-built performance for AI Build RAG, search, and AI agents on the cloud and with PostgreSQL and purpose-built extensions for AI: pgvector, pgvectorscale, and pgai.

Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections.

Push-button deployments that scale to thousands of instances.

Check out the speedrun to get started in minutes.

JetBrains – Sign up for the free “Mastering Go with GoLand” course and receive a complimentary 1-year GoLand subscription at bytesizego.com/golandRetool – The low-code platform for developers to build internal tools — Some of the best teams out there trust Retool…Brex, Coinbase, Plaid, Doordash, LegalGenius, Amazon, Allbirds, Peloton, and so many more – the developers at these te…

Changelog News!

The software newsletter that's also a podcastThe software world moves fast... keep up the easy way!

Let us track changes & Jerod will let you know what's up each Monday.

Sentry – Code breaks, fix it faster.

Sentry is the only app monitoring platform built for developers that gets to the root cause for every issue.

Go to eightsleep.com/changelog and use the code CHANGELOG to get $350 off your very own Pod 4 Ultra.

AssemblyAI – Turn voice data into summaries with AssemblyAI’s leading Speech AI models.

Built by AI experts, their Speech AI models include accurate speech-to-text for voice data (such as calls, virtual meetings, and podcasts), speaker detection, sentiment analysis, chapter detection, PII redaction, and more.

Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections.

Sentry – Code breaks, fix it faster.

Sentry is the only app monitoring platform built for developers that gets to the root cause for every issue.

100,000+ growing teams use sentry to find problems fast.

Use the code CHANGELOG when you sign up to get $100 OFF the team plan.

Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections.

WorkOS – A platform that gives developers a set of building blocks for quickly adding enterprise-ready features to their application.

WorkOS is designed for developers and offers a single, elegant interface that abstracts dozens of enterprise integrations.

It’s a workspace designed not just for making progress, but getting inspired.

Notion is for everyone — whether you’re a Fortune 500 company or freelance designer, starting a new startup or a student juggling classes and clubs.

Sentry – Code breaks, fix it faster.

Sentry is the only app monitoring platform built for developers that gets to the root cause for every issue.

Go to eightsleep.com/changelog and use the code CHANGELOG to get $350 off your very own Pod 4 Ultra.

AssemblyAI – Turn voice data into summaries with AssemblyAI’s leading Speech AI models.

Built by AI experts, their Speech AI models include accurate speech-to-text for voice data (such as calls, virtual meetings, and podcasts), speaker detection, sentiment analysis, chapter detection, PII redaction, and more.

Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections.

Retool – The low-code platform for developers to build internal tools — Some of the best teams out there trust Retool…Brex, Coinbase, Plaid, Doordash, LegalGenius, Amazon, Allbirds, Peloton, and so many more – the developers at these teams trust Retool as the platform to build their internal tools.

Try it free at retool.com/changelogTimescale – Real-time analytics on Postgres, seriously fast.

Over 3 million Timescale databases power loT, sensors, Al, dev tools, crypto, and finance apps — a…

NurPhoto/Getty ImagesMeta's Threads has introduced a feature that's long been part of Bluesky, namely custom feeds.

Also: 8 Bluesky tips every new user should knowIn this regard, Threads is playing catch-up with Bluesky, which launched its own custom feed feature in May 2023.

Bluesky offers several custom feeds to get you started, and you can then create your own.

To set up custom feeds on Threads, sign into the website, click the down arrow at the top of the screen, and then select the option to create a new feed.

At the Create feed window, type a search word or term to find the accounts you'd like to add.

The Bose SoundLink Home combines a 70s-inspired design with modern audio technologies, offering an enjoyable and stylish Bluetooth speaker for at-home listening. It's also on sale ahead of Black Friday.

With Black Friday just over a week away, you can already get this fancy espresso machine on Amazon at a hefty discount.

We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites.

And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing.

When you click through from our site to a retailer and buy a product or service, we may earn affiliate commissions.

Neither ZDNET nor the author are compensated for these independent reviews.

Our editors thoroughly review and fact-check every article to ensure that our content meets the highest standards.

At the top of your search results, you'll see a snippet from a single relevant website result instead of Google's best guess at summarizing several sites.

Especially after they offered suggestions like making pizza with glue, Google's AI search results have struggled to find favor with users.

Also: The end of ChromeOS is a new dawn for cheap Android laptopsWhile Google's AI summaries are sometimes useful, I rarely trust them for anything important or precise.

I went back to my last Google search: "How many tablespoons is a clove of garlic?"

If you still want to use AI to improve your search results, take a look at our list of the top AI search engines.

With this machine, you can skip the coffee shop and save hundreds of dollars, and it's $60 off.

Also: 7 things to know about Bluesky before you join - and why you shouldWhy the recent growth spurt?

More people hopping onboard means more accounts to follow, turning Bluesky into a larger and growing community.

Also: How to migrate from X to Bluesky without losing your followersTo track down a variety of starter packs, check out the Bluesky Starter Pack Directory.

Just click the Follow button next to any accounts you like or click Follow All if you like them all.

To try this, go to Settings, select Account, and then select Handle.

We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites.

And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing.

When you click through from our site to a retailer and buy a product or service, we may earn affiliate commissions.

Neither ZDNET nor the author are compensated for these independent reviews.

Our editors thoroughly review and fact-check every article to ensure that our content meets the highest standards.

We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites.

And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing.

When you click through from our site to a retailer and buy a product or service, we may earn affiliate commissions.

Neither ZDNET nor the author are compensated for these independent reviews.

Our editors thoroughly review and fact-check every article to ensure that our content meets the highest standards.

Notability is widely regarded as one of the best note-taking apps for iPad, thanks to a simple interface matched by powerful capability.

Also: The best iPad models you can buyIt melds several different types of note-taking apps for iPad, offering the ability to take notes, create a journal, or utilize special tools like ink and highlighter.

Several users on Reddit said they recommended Notability for note-taking, with one user emphasizing the all-in-one nature of the app.

"Notability is better if you will be using the notes app for anything besides just writing (drawings, diagrams, math).

As an editor, notes are primarily notes to me, but Notability's multifunctions greatly set it apart fro…

ZDNET's key takeawaysThe Amazfit BIP 5It's a solid budget smartwatch that integrates with the Zepp app, providing a breadth of health and fitness data.

In a crowded marketplace of expensive smartwatches, Amazfit's BIP 5 is an inexpensive option that uses the Zepp app to provide lots of health data.

Also: The best cheap smartwatches of 2024: Expert tested and reviewedSo, what do you get from a $69 smartwatch?

Even though the watch doesn't have the most high-end hardware, the Zepp app makes up for it with loads of metrics and customizability.

Regarding its sleep-tracking capabilities, the BIP 5 is again carried by the Zepp app, which is comprehensive and packed full of data.

Amazon's flagship Fire TV Stick lineup is seeing discounts of up to 56% ahead of Black Friday, including on the newest Fire Stick HD.

We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites.

And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing.

When you click through from our site to a retailer and buy a product or service, we may earn affiliate commissions.

Neither ZDNET nor the author are compensated for these independent reviews.

Our editors thoroughly review and fact-check every article to ensure that our content meets the highest standards.

Nanoleaf's new Skylight panels can get plenty bright and colorful with a tap of a button. Just make sure to set them up properly.

At its 2024 Ignite event this week, Microsoft announced it's bringing "full capabilities of Windows 11" to mixed reality headsets, starting with the Meta Quest 3 and Quest 3S.

Also: The end of ChromeOS is a new dawn for cheap Android laptopsThis feature allows you to access your local Windows PC or Windows 365 Cloud PC from a Quest headset.

It only takes a few seconds to connect, Microsoft says, and get a private, high-quality, multiple-monitor workstation with huge screens.

At Meta Connect 2024, CEO Mark Zuckerberg announced that all you need to do to connect your Quest headsets to Windows 11 PCs is "just look at the keyboard."

Earlier this year, Microsoft teased a further collaboration wi…

Arzooo, an Indian startup founded by former Flipkart executives that sought to bring “best of e-commerce” to physical stores, has sold its assets in distressed sale to Moksha Group. The deal follows Arzooo engaging with several startups, including Bengaluru-headquartered Udaan, for potential merger opportunities, according to people familiar with the matter. The startup had raised […]

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Lawyers for The New York Times and Daily News, which are suing OpenAI for allegedly scraping their works to train its AI models without permission, say OpenAI engineers accidentally deleted data potentially relevant to the case. Earlier this fall, OpenAI agreed to provide two virtual machines so counsel for The Times and Daily News could […]

© 2024 TechCrunch. All rights reserved. For personal use only.

Hyundai revealed Wednesday the new Ioniq 9, an all-electric three-row SUV — and its largest EV to date — based on the SEVEN concept that we saw in 2021. (Look, nobody said car-naming protocol had to make sense.) The SUV, which made its debut at the Los Angeles Auto Show, joins the smaller Ioniq 5 […]

© 2024 TechCrunch. All rights reserved. For personal use only.

Nvidia raked in more than $19 billion in net income during the last quarter, the company reported on Wednesday, but that did little to assure investors that its rapid growth would continue. On its earnings call, analysts prodded CEO Jensen Huang about how Nvidia would fare if tech companies start using new methods to improve […]

© 2024 TechCrunch. All rights reserved. For personal use only.

Cloud giant Snowflake has agreed to acquire Datavolo, a data pipeline management company, for an undisclosed sum. Snowflake unveiled the deal at the close of the market bell on Wednesday, when it also announced its Q3 2025 earnings. The purchase hasn’t yet closed, and it’s subject to customary closing conditions, Snowflake noted in a release. […]

© 2024 TechCrunch. All rights reserved. For personal use only.

Billionaire Gautam Adani and several executives at his company, the Indian conglomerate Adani Group, have been indicted over an alleged scheme to pay more than $250 million in bribes to Indian officials in exchange for contracts to a 12 gigawatt solar power project. The indictment, unsealed Wednesday in federal court in Brooklyn, charges Adani, his […]

© 2024 TechCrunch. All rights reserved. For personal use only.

Several AI-based study tools are capitalizing on a “PDF to Brainrot” trend, which will read the text of a document you upload over “oddly satisfying” videos, like ASMR clips of mixing paint and cutting soap, or gameplay footage from Minecraft and Subway Surfers. Then, students can listen to an automated voice read their textbooks to […]

© 2024 TechCrunch. All rights reserved. For personal use only.

Startups pursuing fusion power have benefitted from AI's insatiable thirst for electricity.

© 2024 TechCrunch. All rights reserved. For personal use only.

The attorney general for the District of Columbia is suing instant payday loan fintech Earnin for “deceptively marketing and providing illegal high-interest loans,” the AG alleges. Earnin allows its users to get loans against paychecks. It advertises that users can get $150 a day, up to $750 per pay period, with “no interest, credit check […]

© 2024 TechCrunch. All rights reserved. For personal use only.

Social media platform Reddit is experiencing an outage this afternoon, resulting in thousands of users being unable to access its website and app. Reddit confirmed that it’s currently investigating the issue, according to its status page. We discovered the outage ourselves when attempting to visit the homepage, which displayed a black screen with the message: […]

© 2024 TechCrunch. All rights reserved. For personal use only.

Not every former top FTX executive is heading to prison. Gary Wang, former FTX chief technical officer, was spared prison time by U.S. District Judge Lewis Kaplan today. Judge Kaplan praised Wang’s cooperation with federal authorities. Wang testified against former FTX founder and CEO Sam Bankman-Fried at his trial last fall. Wang pleaded guilty to […]

© 2024 TechCrunch. All rights reserved. For personal use only.

The five alleged hackers are accused of stealing millions of dollars in crypto, and corporate data from several victims all over the world.

© 2024 TechCrunch. All rights reserved. For personal use only.

Five local privilege escalation (LPE) vulnerabilities in the Linux utility "needrestart" -- widely used on Ubuntu to manage service updates -- allow attackers with local access to escalate privileges to root. The flaws were discovered by Qualys in needrestart version 0.8, and fixed in version 3.8. BleepingComputer reports: Complete information about the flaws was made available in a separate text file, but a summary can be found below: - CVE-2024-48990: Needrestart executes the Python interpreter with a PYTHONPATH environment variable extracted from running processes. If a local attacker controls this variable, they can execute arbitrary code as root during Python initialization by planting…

A new study reveals that many users, particularly students and Redditors, view Z-Library as a vital resource for overcoming economic barriers to education, reflecting a "Robin Hood" mentality that prioritizes access to knowledge over copyright concerns. TorrentFreak reports: The research looks at the motivations of two groups; Reddit users and Chinese postgraduate students. Despite the vast differences between these groups, their views on Z-Library are quite similar. The 134 Reddit responses were sampled from the Zlibrary subreddit, which is obviously biased in favor of the site. However, the reasoning goes well beyond a simple "I want free stuff" arguments. Many commenters highlighted that…

An anonymous reader quotes a report from Ars Technica: Who up missing Musi?" a Reddit user posted in a community shocked by the free music streaming app's sudden removal from Apple's App Store in September. Apple kicked Musi out of the App Store after receiving several copyright complaints. Musi works by streaming music from YouTube -- seemingly avoiding paying to license songs -- and YouTube was unsurprisingly chief among those urging Apple to stop allowing the alleged infringement. Musi was previously only available through the App Store. Once Musi was removed from the App Store, anyone who downloaded Musi could continue using the app uninterrupted. But if the app was ever off-loaded duri…

Comcast plans to spin off several of its cable TV networks into a standalone company as it shifts focus to streaming and other profitable ventures like Peacock, theme parks, and broadband services. The Associated Press reports: Those one-time stars for Comcast's NBCUniversal cable television networks include USA, Oxygen, E!, SYFY and Golf Channel, as well as CNBC and MSNBC. Movie ticketing platform Fandango and the Rotten Tomatoes movie rating site would also become part of the new company. Peacock will remain with Comcast, as will Bravo, which provides significant content for the Peacock streaming service. Comcast telegraphed the potential shift last month as it released quarterly earnings…

The Verge's Richard Lawler reports: Strava recently informed its users and partners that new terms for its API restrict the data that third-party apps can show, refrain from replicating Strava's look, and place a ban on using data "for any model training related to artificial intelligence, machine learning or similar applications." The policy is effective as of November 11th, even though Strava's own post about the change is dated November 15th. There are plenty of posts on social media complaining about the sudden shift, but one place where dissent won't be tolerated is Strava's own forums. The company says, "...posts requesting or attempting to have Strava revert business decisions will n…

An anonymous reader quotes a report from VentureBeat: DeepSeek, an AI offshoot of Chinese quantitative hedge fund High-Flyer Capital Management focused on releasing high performance open source tech, has unveiled the R1-Lite-Preview, its latest reasoning-focused large language model, available for now exclusively through DeepSeek Chat, its web-based AI chatbot. Known for its innovative contributions to the open-source AI ecosystem, DeepSeek's new release aims to bring high-level reasoning capabilities to the public while maintaining its commitment to accessible and transparent AI. And the R1-Lite-Preview, despite only being available through the chat application for now, is already turning …

Workers in the U.S. are running in place -- feeling stuck in jobs with dimmed prospects of advancement and seeing fewer opportunities to jump ship for something better. From a report: It's a sharp contrast to the heady days of 2022 -- when employees were quitting their jobs at record high rates, open roles proliferated and the possibility of a higher paycheck always seemed just around the corner. Employers are sitting tight, says Daniel Zhao, lead economist at job site Glassdoor. Companies aren't making big changes to hiring strategy. That means "fewer opportunities for workers to climb the career ladder," he says. They're still plugging away at the same role they've had for years without t…

Sony has announced the a1 II flagship mirrorless camera, retaining its predecessor's 50.1-megapixel stacked sensor while adding AI capabilities and improved stabilization. The camera features a new dedicated AI processor, enhancing autofocus performance with claimed improvements of 50% for bird eye detection and 30% for both animal and human subjects. Its in-body stabilization system now offers 8.5 stops of correction. The a1 II maintains the original's 30 frames-per-second shooting speed and 759-point autofocus system. New features include pre-capture shooting with a one-second buffer and a multi-angle LCD screen borrowed from the a9 III. Connectivity upgrades include a 2.5Gbps Ethernet po…

Owners of older models of D-Link VPN routers are being told to retire and replace their devices following the disclosure of a serious remote code execution (RCE) vulnerability. From a report: Most of the details about the bug are being kept under wraps given the potential for wide exploitation. The vendor hasn't assigned it a CVE identifier or really said much about it at all other than that it's a buffer overflow bug that leads to unauthenticated RCE. Unauthenticated RCE issues are essentially as bad as vulnerabilities get, and D-Link warned that if customers continued to use the affected products, the devices connected to them would also be put at risk. Previous bugs in similar products f…

An anonymous reader shares a report: On Tuesday morning, the air quality in India's capital under a widely used index stood at 485. While that is almost five times the threshold for healthy breathing, it felt like a relief: The day before, the reading had shot up to 1,785. Infinitesimal air particles were still clogging lungs and arteries, but it was possible to see sunlight again, and to smell things. [...] Every year this suffocating smog accompanies the drop in temperatures as the plains of north India shed their unbearable heat for wintertime cool. And like clockwork, political leaders roll out emergency measures intended to quit making the problem worse. Yet India seems powerless to re…

Apple has pushed out security updates that it says are "recommended for all users," after fixing a pair of security bugs used in active cyberattacks targeting Mac users. From a report: In a security advisory on its website, Apple said it was aware of two vulnerabilities that "may have been actively exploited on Intel-based Mac systems." The bugs are considered "zero day" vulnerabilities because they were unknown to Apple at the time they were exploited. [...] The vulnerabilities were reported by security researchers at Google's Threat Analysis Group, which investigates government-backed hacking and cyberattacks, suggesting that a government actor may be involved in the attacks. Read more of…

TV Time's parent company criticized Apple's App Store control after the tech giant removed its streaming app over an intellectual property dispute. "Apple holds significant power over app developers by controlling access to a massive market and, in this case, seems to have acted on a complaint without requiring robust evidence from the complainant," Jerry Inman, CMO of Whip Media, which operates the app, told TechCrunch. The app was pulled from the store by Apple after the developer refused to pay a settlement fee related to user-uploaded cover art. The app has since been reinstated. Read more of this story at Slashdot.

Scientists unveiled on Wednesday the first blueprint of human skeletal development as they make progress toward the goal of completing a biological atlas of every cell type in the body to better understand human health and diagnose and treat disease. From a report: The work is part of the ongoing Human Cell Atlas project that was begun in 2016 and involves researchers around the world. The human body comprises roughly 37 trillion cells, with each cell type having a unique function. The researchers aim to have a first draft of the atlas done in the next year or two. Aviv Regev, founding co-chair of the project and currently executive vice president and head of research and early development …

Вспомнил, что когда-то давно на маке стояла софтина Selfie App: она каждый день с вебкамеры делала снимок после открытия крышки лаптопа. У меня несколько тысяч таких снимков накопилось, занятно потом наблюдать за ростом. Делать селфи каким-то аппом — это влом, а компьютером я точно пользуюсь каждый день. Идеальный инструмент для документации жизни и генерации ностальгических вздохов.

I posted a Python tidbit about how for loops can assign

to other things than simple variables, and many people were surprised or even

concerned:params = { "query": QUERY, "page_size": 100,

} # Get page=0, page=1, page=2, ...

for params["page"] in itertools.count(): data = requests.get(SEARCH_URL, params).json() if not data["results"]: break ... This code makes successive GET requests to a URL, with a params dict as the

data payload. Each request uses the same data, except the “page” item is 0,

then 1, 2, and so on. It has the same effect as if we had written it:for page_num in itertools.count(): params["page"] = page_num data = requests.get(SEARCH_URL, params).json() One reply asked if ther…

Разрабатываем приложение, вышел спор о том, как лучше показать выбранными несколько (сотен) элементов из списка.

Я предложил просто использовать multiple choice list, где каждый элемент — строка — может быть или выделен стандартными средствами интерфейса (цветным фоном) или нет. Состояние меняется просто кликом мышью (или пробелом) или зажали-потянули по части списка. Уже сделанное выделение не сбрасывается по клику на другом элементе.

Но стайлгайды рекомендуют для multiple choice добавлять к каждому элементу списка чекбокс. Того же хотят пользователи со стажем. При этом, поведение таких контролов бывает разное: иногда эти чекбоксы работают совершенно отдельно от обычного выделения (выходит…

Silicon Valley has always been deeply integrated with Asia; Trump's attempt to change trade could hurt Silicon Valley more than expected, and also present opportunities to build something new.

Silicon Valley has always been deeply integrated with Asia; Trump's attempt to change trade could hurt Silicon Valley more than expected, and also present opportunities to build something new.

Можно ли сказать, что профессия редактора умирает, особенно в соцсетях? 5-7 лет назад в агентстве мы публиковали полезный контент, и наш канал рос, приходили клиенты, мы были в авангарде рынка. Сейчас очевидно, что нет ни роста, ни спроса на по-настоящему глубокий и экспертный контент. Соцсети превратились в балаган, наполнены одноразовым контентом, все ржут и развлекаются. Как будто пропала смысл делать что-то глубокое и полезное. А вместе с этим непонятно, зачем сейчас нужен редактор, если всё превращается в сплошное развлечение.

What is the Role of Mathematics in Modern Machine Learning?The past decade has witnessed a shift in how progress is made in machine learning. Research involving carefully designed and mathematically principled architectures result in only marginal improvements while compute-intensive and engineering-first efforts that scale to ever larger training sets

Иконки в Чужом

Артём, привет! Как совмещать родительство с работой, особенно когда и родительство, и работа в одном доме.

I was on episode 4 of the On The Board podcast: Taking on

New Challenges. I’m never quite sure what parts of my experience people will

be able to relate to, but it was a good chat with Jason and Michael about

becoming a newb late in my career.

Есть ли какая-то карта компетенций редактора или план развития? Какие навыки надо развивать, чтобы быть востребованным на рынке? Где посмотреть на профстандарты?

Допустим у нас веб-приложение со сложной логикой, большим количеством компонентов и команда из 5 фронтенд разработчиков. Бекэнд пока оставим в стороне.

Мне кажется, тут поможет схема/карта проекта. В университете мы рисовали УМЛ-диаграммы, помогут ли они? Какой тип диаграммы объяснит архитектуру компонентов и сервисов?

Ну и напоследок, любая диаграмма устареет сразу после её создания.

По каким правилам вычислять внешние поля слайда презентации? На курсах по созданию презентаций увидела вариант измерения пропорциональными слайду прямоугольниками, расставленными по углам слайда. Это верный вариант?

На гифке — пример «работы» прокрутки в Телеграме: при его перетаскивании без отпускания подгружаются сообщения. Размер ползунка изменяется непредсказуемым образом, что в больших чатах и каналах приводит к перекидыванию читателя в случайное место, ломая идею использования навигационного элемента. Расскажите, пожалуйста, о том, как должен вести себя скролбар на сайтах и в приложениях при подгрузке нового контента.

Добрый день! Вопрос: как отредактировать сугубо медицинский текст так, чтобы он стал понятен людям, далёким от медицины? Есть медик, который пишет этот текст, но который совершенно не понимает, как все это написать понятно для обывателя. Текст прилагаю.

Something many people don’t realize is that I didn’t write the original

coverage.py. It was written by Gareth Rees in 2001. I’ve been extending and

maintaining it since 2004. This ancient history

came up this week, so I grabbed the 2001 version from archive.org to keep it

here for posterity.I already had a copy of Gareth’s

original page about coverage.py, which now links to my local copy of

coverage.py from 2001. BTW:

that page is itself a historical artifact now, with the header from this site as

it looked when I first copied the page.The original coverage.py

was a single file, so the “coverage.py” name was literal: it was the name of the

file. It only had about 350 lines of code, includin…

Коллега считает, что вешалка выбивается из ряда залитых иконок и её надо закрасить. А я думаю, что некоторые вещи внешне отличаются от других и не нужно этого стесняться. Кто прав?

Make Christmas Wishes Come TrueTransform your children's handwritten wish lists into organized digitial list with just a photo.

No problem!

We'll help you create a list from scratch.

Staying on budget while finding the perfect gifts, share with family, and keep the holiday spirit alive.

Start the Magic Join Santa's Helpers

Monty Home Device Hacking GuideWelcome to the Monty Home Device Hacking Guide repository!

This guide provides step-by-step instructions for extending the functionality of the Monty Home BLE device using a Raspberry Pi.

Originally designed for compost monitoring, the Monty Home device collects valuable data on temperature, humidity, and other environmental metrics.

In this repository, you’ll find three projects that use Python, BLE, and Raspberry Pi to interact with the Monty Home device.

Software RequirementsRaspberry Pi OS: Install Raspberry Pi OS Lite (for headless) or Raspberry Pi OS with Desktop (for graphical interface).

Founder Vision is my short, founder-friendly book on unlocking the "market" is "product/market fit" by understanding the vision → positioning → sales narrative process.

The core of Founder Vision is the concept of science-based positioning.

That's my distillation of the years of work that I poured into my textbook-length practitioner's guide to narrative and positioning for B2B SaaS, Positioning Playbook.

The good news is you can read and/or listen to the entirety of Founder Vision below — including my 10-slide narrative deck outline — or pick it up on Amazon.

Dope Wars reimagines the classic TI-83 calculator game Drug Wars, built entirely onchain using Dojo, a decentralized gaming engine. The game features dynamic markets that respond to player actions, with every trade influencing prices in a decentralized economy. Immutable gameplay logic ensures that the game's systems are transparent and player-driven. Comments URL: https://news.ycombinator.com/item?id=42199418

Points: 1

# Comments: 2

HTML Meets ZIP Meets PNG: When Files Have More Layers Than an OnionIntroductionImagine a digital chameleon: a file that combines ZIP, HTML, and PNG into one versatile format.

It can be displayed as a web page, unzipped to obtain all the page’s resources, or viewed as an image.

PresentationYou can view the web presentation in:Press F1 during the presentation to see the keyboard shortcuts.

Fun FactThe image displayed at the center of the page demo.png.zip.html is the page itself, but interpreted as a PNG file (cf.

The HTML page cannot be viewed on iOS from the filesystem because it is displayed by default in a viewer which does not support JavaScript.

Easy Help and More ConversionsChat with Visitors Using AIThe AI chatbots do more than just answer questions; it also collects emails and other details from your visitors.

This makes it easy for you to keep in touch and build your contact list without extra work.

Growth on autopilotSet up your referral program once, then sit back and relax as GrowSurf automatically turns your audience into your advocates.

View demo →

Allocates ResourcesThe magic of Fixed is in its unique resource leveling.

In carrying out its projections it hypothetically allocates all resources to tasks by leveling across skills to optimize project plans.

If you've got 20 backend python tasks, and 3 backend python developers, it automatically distributes the tasks evenly across the developers.

B uy from Amazonwith cryptobaggins.ai/ Find

DescriptionOpenNext takes the Next.js build output and converts it into packages that can be deployed across a variety of environments.

: Updated with every push to the branch, this prerelease contains the most up to date yet (reasonably) stable version of the package.

Build open-next : cd packages/open-next pnpm build Run open-next in watch mode: pnpm dev Now, you can make changes in open-next and build your Next.js app to test the changes.

CDK NextJS by JetBridge for its contribution to the deployment architecture of a Next.js application on AWS.

serverless-nextjs by Serverless Framework for paving the way for serverless Next.js applications on AWS.

Hi HN,My name is Kam, and today we’re excited to launch an AI accountability buddy that helps keep you in check and holds you accountable.

We originally launched Karl (https://www.heykarl.xyz/) as an AI companion but realized the use case was too broad.

After talking to some users and collecting feedback, we decided to explore the direction of using Karl as an accountability buddy.

Our goal with Karl is to provide that nudge and reminder to keep you focused on your goals.

We charge $10 a month for Karl to cover server costs and the use of GPT on the backend.

Hey guys,

I built a route planner that is mostly focused on bike touring and using existing bike infrastructure.For each request you're shown what bike tracks/trails your route uses and can further explore them by showing them on map or going to the official trail route.The main idea for the app is to have a friendly and easy to use planner that would make heavy use of official bike trails data (mainly from OpenStreetMap) and make it easy to plan a longer trip using the best possible bike routes out there.Currently the app only works for the Euro region but I'm planning to add North America very soon and then rest of the world.Technical overview:

Route finding - Graphhopper sitting in a doc…

Hey HN, we're Alexi and Jonas the co-founders of Autotab ( https://autotab.com ).

Autotab is a chrome-based browser you can teach to do complex tasks, with a simple API for running them from your app or backend.

The number one blocker we've found in building more flexible, agentic automations is performance quality BY FAR (https://www.langchain.com/stateofaiagents#barriers-and-chall...).

We also knew that we needed a level of control for the model that we couldn't get without owning the browser.

In Autotab, the browser becomes a canvas on which the user and the model are taking turns showing and explaining the task.

MAKE YOUR DENT IN THE UNIVERSEDo you have an app idea that can change the world?

Take our free quiz and discover the unique app idea that only you could build.

🤔 Because the right app at the right time can simplify lives, open minds, and connect worlds.

This is where your vision meets utility, where your simple idea becomes a daily necessity for millions.

We are here to make sure your app doesn’t just get into the app stores but also makes a lasting impact with user-friendly & easy-to-update tech.

I am the founder of 1Core Solution (“1Core”), based in Cupertino, CA, the heart of Silicon Valley.

Back in early 2000, childcare software was all desktop based with siloed back office functions and limited consumer facing interfaces.

I noticed a gap in the market and saw the potential for cloud-based software that could fundamentally change how software could be developed, delivered and supported in the childcare industry.

We built the first version of our solution by working with a few childcare providers in Silicon Valley.

You can learn more about my background and 1Core Solution:1Core sponsors a Youtube channel called The ChildCare Channel, a safe space designed to Inform, Inspire, and I…

This is what I am building today, and is what will eventually be the number 1 personal brand consultancy worldwide and have a team of 500 consultants.

The term personal brand was coined by a man named Tom Peters in 1997 in his article “The Brand Called You” which was published in FastCompany.

Within 3 months, the business appeared as if it was around for years and was already a trusted, vetted, personal brand consultancy.

I initially went on a podcast tour and was doing interviews that felt like every single day talking about MCG, writing more articles on industry subject matter, for example why you would hire a personal brand consultant, why you should build your personal brand, and how ou…

My name is Tony Wang, and I’m the general manager of The Cat Cafe in downtown San Diego.

We are the first cat cafe to open in Southern California and we are the fourth oldest continuously operating cat cafe in the United States.

We first learned about cat cafes when we saw an article about Le Cafe de Chats in Paris.

We are The Cat Cafe, as opposed to other cat cafes that have cute names.

But if you work hard enough at it, and you succeed, it will feel great.

We are a bit different in that we focus on German conversation/speaking classes - we don’t do traditional grammar classes.

We don't tell anyone this but what we really sell isn’t German classes, it is confidence!

To get around this and practice the German I was putting so much effort into learning, I thought I would start an online group for German learners.

But the issue was my German is intermediate - so half the people had German worse than mine and have better.

A poor decision of mine was not grandfathering in everyone who first joined (about the first 80 people) as free customers for life.

We are a Media and Consulting agency focused on the U.S. Latino demographic and are working towards building a marketplace for Latino-owned businesses.

We currently run a weekly newsletter and social media focused on elevating positive stories around the business, culture, and social impact of U.S. Latinos.

The newsletter started and is still currently free to readers.

To continue growing our audience and agency clients, I will double down on consistently posting across social media platforms.

Over the next 12 months, as I’m increasing agency and newsletter revenue, I’ll be focused on slowly building up the first iteration of the Latino-owned marketplace.

Because owning a self-storage facility didn’t seem like a real estate investment.

It sounded more like I would be running a small business.

The self-storage industry is interesting, because it benefits greatly from a lot of modern business practices.

We knew our focus coming out of the gates was to build a self-storage business with a heavy focus on technology and process optimization.

Our first Iron Storage facilityThe first storage facility we bought and revamped was about an hour from where I lived in Houston, TX.

I am Stefano Lodola, founder of Think in Italian, a language learning platform designed to help individuals master Italian through an immersive approach.

My research confirmed that there was a gap in the market for a more comprehensive and engaging approach to learning Italian.

However, many language app users have expectations that work against them (“where are the quizzes?

At its peak, my site had the largest amount of organic traffic among those focusing on teaching the Italian language with 130k visits/m.

Instead of those spammy “best xyz” listicles that any content writer can make up, I published hundreds of grammar notes to attract people who are serious about learning Italian.

Our current hero product is the Vonu Lounger, a multi-use lounger that helps with tummy time, reflux relief, burping, and gas relief, and encourages face-to-face time with your little one.

As of right now, we’re less than a year in, and over 10,000 babies and parents have found relief with the Vonu Lounger.

We ended up with the first Vonu Lounger which we called a “Burplee” at the time.

We use our social proof and UGC to build a community around the brand and the Vonu Lounger.

Davante, our co-founder, taught himself how to buy media a few months into building Vonu and has done an incredible job creating a paid media team around him.

What we had in mind was a simple, clutter-free email hub, where people could manage all their inboxes and reduce some of that email anxiety we all experience.

To this day, I believe it shows in the way Mailbird is built, its features, and the overall user experience.

Our customer base consists of two main groups:The heavy email users.

Part of the Mailbird team, in BaliWe launched Mailbird with minimal resources.

Mailbird - Last but not least, of course, we use Mailbird for our email management needs.

My son, Asher, and my wife, Paige, and I started our woodworking business four years ago: Frailey Woodworks.

Each of these skill sets are now focused on our high-end furniture making business where we specialize in full-scope design and build.

Soon, we ventured into other custom mid-century furniture, and our business took off.

Building our first hand-powered sit/stand desk took several iterations before we had a working prototype.

These customers took a chance on our company and we are very grateful for their trust.

Aithor helps with research, essay planning, sourcing trustworthy references, and adhering to specific types of writing.

We are broadening our focus to include content creators such as marketers and managers, while still supporting our existing student base.

It wasn’t until about four months after the product launch that we realized we were in the right place at the right time with the right team.

We quickly went to market, attracted new clients, and received valuable feedback, which led us to refine the MVP.

(1) Do it simply and quickly to sell it right away – bring the product to market faster.

Hey, my name is Kyle Bigley and I am the Founder of TxtCart, AKA the AI-Powered SMS Marketing company for Shopify stores.

We’re a unique SMS Marketing company pioneering conversational commerce with AI agents generating sales and resolving customers questions via text messages.

Now, we’re over $1M ARR while still bootstrapped and are setting our sights on $3M ARR by 2026 (whilst still bootstrapped).

So I started TxtCart right before graduating, and took a Project Management job out of college.

Holding out on external investment from either Angels, VCs or crowdfunding makes building a SaaS in an ultra competitive environment like SMS Marketing incredibly difficult.

My company specializes in designing and manufacturing modern, stylish flatpack furniture and other designery items.

This allows me to focus on what I'm good at – the creative process – and leave the manufacturing to experts.

The combination of life on the road and designing things inherently designed to travel or get deconstructed and reconstructed resonated with me.

I also use Notion for ideation and notes, Shapr3d for CAD design and drawings, Illustrator for logos, Pacdora for packaging design.

Natural curiosity is an essential tool for entrepreneurs: asking questions, seeking to understand how things work, and being eager to learn and inquire.

I was based out of Singapore and was working with an edtech founder and looking for ideas in the AI + edtech space.

Explored several ideas like vision AI based analytics for live tutoring classes, adaptive learning and AI generated quizzes.

A year later in 2022, I put together all my learnings in AI quiz generation into an Udemy course.

So I built the first version that just takes text input on a left textbox, calls an API behind the scenes and shows the output text (quizzes) on the right textbox.

There are so many things like influencer marketing, email marketing, paid ads, SEO, newsletter marketing etc.

Software development, nutrition, business strategy, economics, AI - I've obsessed over them all.

Free product feedback can be deceiving - they might not value it the same if they were paying.

Some crucial parts weren't ready (like, you know, showing people their AI generated headshots), but who needs a complete product, right?

As you can see from the screenshot below, we were ranking for an important keyword, ‘Ai headshot generator’, in April.

Install as many product feedback loops to drive insights about your target audience.

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🚀 Nostalgia with a twist! I just recreated the classic Snake game but made it way more fun. 🐍🎉 ✨ What's new? Added food for points 🍎 Power-ups for an extra challenge ⚡ Ready to take it for a spin? Give it a try and let me know how you do! 👾👇 arcadiatown.com Who’s getting the high score? 👀🔥 https://reddit.com/link/1gw6b66/video/w0aj5y8w762e1/player submitted by /u/Even-Fly-1594 [link] [comments]

Hey Reddit, My name’s Chase Kaltner, and my co-founder and I are building an AI email assistant called Integra. It categorizes, prioritizes, and even helps reply to emails—all seamlessly and without missing anything important. We want to make something that actually works for the people, so your input matters to us. What features would make an AI email assistant perfect for you? Your feedback could really help shape Integra into the ultimate tool for managing email chaos. P.S. Socials and our website are coming soon—we just wanted to hear your thoughts first! submitted by /u/kentio0417 [link] [comments]

Hey! My name is Basavaraja V and here's my idea "HappyDine AI" for Medial’s Startup Showcase. Share your thoughts and do upvote me. https://medial.app/idea/happydine-ai-05d528467430e #Entrepreneurship #StartUp #MedialEntry submitted by /u/basavarajavyadav [link] [comments]

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У нацпера новое промо: с 21 до 28 ноября можно взять билеты куда подальше за 1000 миль + некоторое количество денег.

Даты вылета: до 26 декабря, вернуться можно до 2 января.

Вот здесь подробнее.

Из приятного: есть возвраты из Сочи/МинВод в Москву за 1000 миль + 3500 рублей.

Картинки:Во Вьетнам за 23500 рублей + 1000 мильМосква — СочиСочи — МоскваМинВоды — МоскваСтамбул — ПитерПитер — Бангкок

Неплохо: у Smartavia полно билетов из Петербурга в Калининград на следующую неделю.

В основном по 1900 рублей, а на вторник аж по 1590 рублей (на скрине ниже — цена для тех у кого есть подписка Smart)Жаль в обратную сторону такой красоты не видно.

Зато видно билеты Азимута из Калининграда в Псков по 2050 рублей.

Плюс рублей 900 за автобус/электричку и вы дома = 4500 за вояж.

А если вы готовы сорваться завтра утром, то будет еще дешевле:это+ это

Билеты по 3000-4000 рублей на рейсы между Нарьян-Маром в Екатеринбургом, Уфой, Казанью, Кировом, Архангельском и Сыктывкаром на январь-март в продаже.

Но, что еще приятнее, появились билеты на рейсы «Екатеринбург — Нарьян-Мар — Сыктывкар» за 2000 рублей.

Смекалочка: вы можете использовать такой билет из Екатеринбурга как для полета в Сыктывкар, так и для полета в Нарьян-Мар — из самолета всё равно придется выйти, а потом еще и зайти в аэропорт.

За «классические» билеты на рейсы из Екатеринбурга/Сыктывкара в Нарьян-Мар просят по 4000 рублей.

Сыктывкар — Нарьян-Мар — Екатеринбург в январеОбратно, в январеНа мартИ обратноНе переживайте о том, что застрянете в Нарьян-Маре: билетов куда-нибудь д…

Сегодня мы заметили, что авиакомпания China Eastern Airlines открыла продажи билетов из Казани на апрель-октябрь 2025.

Самые низкие цены мы нашли на апрель, немного дороже можно взять билеты на май-июнь.

В первую строку вносим перелет из Казани на Бали (или другой пункт в Азии) на нужную дату, во вторую — с Бали в Казань.

В третью — перелет из Куала-Лумпура в Сингапур на любую дату после возврата с Бали в Казань.

Казань — Бали — Казань:Казань — Гонконг — Казань:Казань — Бангкок — Казань:Казань — Хошимин — Казань:Казань — Ханой — Казань:Казань — Манила — Казань:Казань — Себу — Казань:Казань — Коломбо — Казань:

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

РЖД традиционно запускает «Лыжную Стрелу в Хибины» под Новый год.

Первая улетит из Москвы в Апатиты 29 декабря, последняя вернется 9 января.

Билеты в плацкарт на все даты стоят по 4243 рубля.

Остальные поезда идут дольше, мест на них почти не осталось и стоят они зачастую дороже.

Подробнее здесь, выбрать дату и купить можно по той же ссылке.

Новое промо от испанского лоукостера Volotea: полеты по Европе в декабре-феврале по 9 евро.

Билеты по 9 евро доступны только для обладателей подписки MEGAVOLOTEA, которая стоит 60 евро в год, НО!

Вот слова лоукостера:Вы можете отменить членство в любой момент, но потеряете при этом некоторые привилегии, например, ручную кладь, но сохраните свою скидку на проезд.

Из приятного: много вариантов с билетами туда-обратно, а не как обычно, туда по 9, обратно по 149.

Астурия — Лиссабон — АстурияАнкона — БарселонаБильбао — Валенсия — БильбаоКрит — Афины — КритФлоренция — Бари — ФлоренцияАстурия — МиланНЕ ДЛЯ ВСЕХ, а просто на потеху:

Прекраснейшие цены в Китай из Владивостока: билеты туда от 5500 рублей, обратно от 4800 рублей.

Улететь по таким ценам можно в ноябре-декабре, вернуться в декабре и в начале января.

Можно просто сгонять в Китай (с визой), а можно использовать эти билеты в качестве безвизового трамплина куда-то дальше (картинки в конце поста).

Если у вас нет китайской визы и желания торчать в Китае тоже нет, то вы можете просто воспользоваться безвизовым транзитом (144 часа!

Главное, уложиться в эти самые 144 часа (но это изи)Примеры:Сиань — ЧиангмайСиань — Куала-ЛумпурСиань — что-то в ЯпонииПекин — ЧеджуДомой тоже можно лететь по такой же схеме.

Москвичи, летим смотреть Стамбул: 9 ночей за 34400 рублей с человека.

В цену тура включено:прямые перелеты из Москвы (с багажом);проживание;трансферы;медицинская страховка на время поездки.

Купить тур можно через onlinetours.ru, travelata.ru или vandrouki.level.travel.

У них в базе куча предложений от разных туроператоров и самые низкие цены.

Все варианты туров (цены указаны за двоих) >>>Пример бронирования самого дешевого тура на 9 ночей, цены указаны за двоих >>>

Сегодня мы нашли билеты из в Сеул за 43-44 тысячи в обе стороны.

По пути короткие или длинные стыковки в Китае, во всех случаях безвизовые.

Главное, чтобы по пути туда и обратно было не больше одной стыковки (в примерах бронирования мы показываем только такие варианты).

Даты полетов: вылеты из Москвы в январе-марте, из Сеула — в январе-апреле.

Для въезда в Корею нужно только заполнить несложную и недорогую анкету K-ETA вот тут и через пару минут вам скорее всего придет подтверждение.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

Москвичи, тут нашлись недорогие туры в Ессентуки: 5-7 ночей за 10000-11300 рублей с человека.

В цену тура включено:прямые перелеты из Москвы в МинВоды (с багажом);проживание в Ессентуках;медицинская страховка на время поездки.

Купить тур можно через onlinetours.ru, travelata.ru или vandrouki.level.travel.

У них в базе куча предложений от разных туроператоров и самые низкие цены.

Все варианты туров (цены указаны за двоих) >>>Пример бронирования самого дешевого тура на 5 ночей, цены указаны за двоих >>>Пример бронирования самого дешевого тура на 6 ночей, цены указаны за двоих >>>Пример бронирования самого дешевого тура на 7 ночей, цены указаны за двоих >>>

На trip.com / авиасейлс сейчас доступны билеты авиакомпании China Eastern Airlines из Москвы и Казани на Бали от 59 тысяч рублей в обе стороны.

Обычные билеты из Казани без всяких хитростей:Обычные билеты из Москвы без всяких хитростей:Теперь рассказываем про способ сэкономить.

В первую строку вносим перелет из Москвы/Казани на Бали на нужную дату, во вторую — с Бали в Москву/Казань.

В третью — перелет из Куала-Лумпура в Сингапур, Пенанг или Лангкави (или из Пенанга/Лангкави в Куала-Лумпур) на любую дату после возврата с Бали в Москву/Казань.

Тариф из Москвы/Казани на Бали и обратно всегда включает провоз багажа.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

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Собираем выдающиеся новинки в одном материале

Банкиры и девелоперы составили портрет заемщика, который берет ипотеку по ставкам от 28%.

Кредит чаще всего берут те, кто решает неотложные жилищные вопросы, готов внести крупный первоначальный взнос и рассчитывает погасить долг в кратчайшие сроки. В основном это люди в возрасте 35—45 лет. Больше половины из них состоят в браке.

Flo Health, one of the most downloaded women’s health apps worldwide, announced it has raised more than €180 million in a Series C investment from General Atlantic. This minority investment propels Flo’s valuation beyond $1 billion, making it the first purely digital consumer women’s health app to achieve unicorn status, according to the company. Flo […]

The post London-based femtech Flo Health secures more than €180 million Series C and achieves unicorn status appeared first on EU-Startups.

Securing investment is a challenging and time-consuming process for many founders, often diverting their attention from growing their businesses. According to Horizon Dashboard and Dealroom, the EU directs about 20% of its funding towards SMEs, but within this group of funded SMEs, only 7% manage to secure additional investment from venture capitalists. This indicates that […]

The post Discover.Dealflow: Transforming Fundraising for EU-Funded Innovators appeared first on EU-Startups.

The 7th China International Import Expo (CIIE) will be held from November 5th to 10th, 2024, at the National Exhibition and Convention Center (Shanghai). Organized by the Ministry of Commerce of China and the Shanghai Municipal Government. The CIIE promotes trade liberalization and economic globalization, facilitates global economic cooperation, and drives world economic growth and […]

The post Unlocking China’s startup ecosystem: How CIIE’s innovation incubation empowers global entrepreneurs (Sponsored) appeared first on EU-Startups.

Stairpay, a platform that simplifies the customer journey of shared ownership to help more people achieve their dream of owning a home, has raised €890k in pre-seed funding. The round was led by Fuel Ventures, with participation from Heartfelt Ventures. Angel investors such as Rob Hamilton, who built and sold Instant Offices to private equity […]

The post London-based Stairpay raises €890k to automate the entire shared ownership journey appeared first on EU-Startups.

Berlin-based Amperecloud, a company empowering efficiency in energy asset management, has successfully closed a €3.3 Million Series A+ financing round led by Encevo, one of Europe’s leading and sustainable energy players. Additionally, Point9, Vireo Electrification Fund and many other existing shareholders took part in the round as well. The total investment raised now adds up […]

The post Berlin-based Amperecloud gets €3.3 million to become the operating system for renewable energies appeared first on EU-Startups.

Deventer-based OpusFlow, a pioneering all-in-one ERP solution for sustainable installers announced a €1.7 million investment from B2B SaaS investor Peak. Launched in November 2022, OpusFlow emerged to focus exclusively on developing modular ERP functionalities for sustainable installation companies specializing in sustainable technologies such as solar panels, heat pumps, home-batteries and electric vehicle charging stations. Unlike […]

The post Dutch startup OpusFlow secures €1.7 million to streamline sustainable installers’ operations appeared first on EU-Startups.

Building a successful healthcare startup is fraught with challenges, from navigating regulatory hurdles to securing substantial funding for clinical translation. While early-stage investment in Europe has accelerated, significant gaps remain for larger capital rounds crucial for clinical progress. This is where programmes like EIT Health Catapult become invaluable, offering a robust platform for startups to […]

The post EIT Health Catapult finalist “Pan Cancer T” closes a €4 million seed extension funding round (Sponsored) appeared first on EU-Startups.

Intellectual property (IP) is crucial for startups and scale-ups and needs to be protected, as a companies’ innovations and creative works are driving progress and competitive advantage. IP rights provide legal protection, helping to secure your inventions, designs, and brands from unauthorised use by others. By safeguarding your intellectual property, you can maintain exclusivity, attract […]

The post Insperanto reserves €5 million for EU-Startups.com readers’ IP needs – Apply today! appeared first on EU-Startups.

osapiens, a leading ESG Platform and provider of compliance and sustainability reporting solutions, announced the completion of a €110.7 million Series B financing round led by Growth Equity at Goldman Sachs Alternatives. The funds will be used to accelerate international expansion and further invest in the technology platform, helping to make business operations more compliant, […]

The post Mannheim-based osapiens raises €110.7 million Series B to help companies navigate ESG regulation appeared first on EU-Startups.

Female Invest, a leading finance app that empowers women through accessible subscription-based learning, financial news, and community, announced the close of its Series A funding round, raising a total of €10.3 million. The platform, designed to help women maximise their financial potential and start investing, boasts over 73,000+ paying members across 123 countries and a […]

The post London-based Female Invest bags €10.3 million Series A to be the largest finance app for women appeared first on EU-Startups.

VDS, one of Southern Europe’s most prominent international tech events, will take place on October 23-24, at the iconic City of Arts and Sciences in Valencia. Featuring a lineup of stellar business leaders from major companies and top venture capital firms, VDS is set to be an unmissable event for tech innovation professionals and enthusiasts […]

The post VDS: Steve Chen, Randi Zuckerberg, and Juan Antonio Samaranch lead lineup of top speakers (Sponsored) appeared first on EU-Startups.

Transatlantic growth equity investor Kennet has raised €266 million for its largest fund to date, Kennet VI. Kennet has already begun to deploy this capital into capital-efficient B2B SaaS companies across Europe, including Screendragon in Ireland and the UK, and Fluid Topics in France. Kennet VI builds on the success of the previous five funds’ […]

The post London-based Kennet closes sixth fund at €266 million to invest in B2B SaaS across Europe appeared first on EU-Startups.

Epum, an innovative Amsterdam and NYC-based startup dedicated to transforming the commercial real estate development industry, announced a €1.47 million pre-seed funding round. The funding round was over 150% oversubscribed and was led by Dutch AI investor Curiosity VC, with co-investments from NP-Hard Ventures, Remote First Capital, and Heartfelt VC. This capital will allow the […]

The post Amsterdam-based Epum raises a €1.47 million to reinvent commercial real estate development research appeared first on EU-Startups.

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The post Weekly funding round-up! All of the European startup funding rounds we tracked this week (July 22 – 26) appeared first on EU-Startups.

Cowbell, a leading provider of cyber insurance for small and medium-sized enterprises, based both in Switzerland and California, has announced the successful closure of over €55 million Series C equity investment from Zurich Insurance Group (Zurich), a prominent global multi-line insurer. This significant investment will enable Cowbell to scale its operations to meet growing demand, […]

The post Zurich-based Cowbell secures over €55 million to advance global SME cyber adoption appeared first on EU-Startups.

BiocSol, a spinout specialized in sustainable crop protection solutions, has raised a €5.2M Seed round.

Agri Investment Fund and VIVES IUF led the round, bringing extensive expertise in agribusiness and biotechnology, alongside Belgian investors, including Invest.BW and IMBC Spinnova SA.

With the funding, BiocSol will expand its team, broaden its R&D pipeline and kickstart the regulatory processes for biofungicides.

“With this funding we can scale up our technology, providing farmers worldwide with access to more sustainable and efficient agricultural solutions.

CTO and founder Simon Caulier concluded by saying: “We’re at a pivotal moment for the company, advancing our mission to develop su…

KoRo, the snacking brand with over two million customers in Europe, successfully closes an oversubscribed Series C financing round and receives €35 million in fresh capital.

Founded in Germany in 2014, KoRo offers a wide range of high-quality products from natural foods, such as nut butters and dried fruit, to clean-label snacks and functional foods.

A customer base of over 2 million people shop for KoRo products online as well as in over 10,000 retail locations across Europe.

KoRo has welcomed ex-CEO of Oatly, Toni Petersson, as its newest member of the Advisory Board.

Lead image: KoRo founder Constantinos Calios, CEO Florian Schwenkert, Advisory Board member Toni Petersson and CFO Dr Dani…

Apideck, a provider of API software, has raised $7.5M in its Series A round.

"Apideck's Unified API platform simplifies integrations while ensuring secure, cost-efficient management of customer data.

"Our real-time Unified API platform empowers companies to enable their customers to connect the tools they rely on, reducing friction and allowing their engineering teams to focus on what they do best.

Unlike traditional integration platforms, Apideck allows companies to standardize multiple APIs while maintaining full ownership of their customer data.

The platform supports 150+ connectors across industry verticals, such as: HRIS, accounting, CRM, and e-commerce, and is expanding rapidly into n…

Unmanned Aerial Systems (UAS) startup TEKEVER has raised €70 million in a funding round led by Baillie Gifford, and the NATO Innovation Fund (NIF).

TEKEVER systems have been deployed to Ukraine to enable some of the most complex and demanding long range intelligence, surveillance and reconnaissance missions, performed under the most extreme operational and technical conditions.

According to CEO Ricardo Mendes, TEKEVER was built to provide its customers with future-proofed, AI-centric hardware-enabled systems that are produced at scale and effectively delivered and sustained globally.

Baillie Gifford and the NATO Innovation Fund (NIF) led the funding, which also included the National Securit…

Celebratix, a Dutch blockchain ticketing startup backed by Solana, has secured €1.1M from the Swedish VC uBIT, and angel investors.

Celebratix offers a ticketing infrastructure via blockchain technology, without the requirement for end users to deal with crypto.

The company now provides ticketing for some of the largest venues in Amsterdam, Hamburg and Berlin.

“Celebratix was founded by event organizers, for event organizers”, commented founder Frank Roskam.

"As a one-stop-shop for events, I am convinced that Celebratix is setting the new standard for ticketing in Europe.

A UK money management app for Gen Z-ers which counted two Conservative peers as advisers is closing- and ex-staff claim dozens of staff are owed money.

In an interview, Kutait, W1tty founder and CEO, said:"The current wave of neobanks we are seeing are geared towards millennials and above, but what about the 16–24-year-olds?

W1tty acquired a UK Electronic Money Institution (EMI) licence from the FCA in 2021 ahead of its launch in the UK in early 2022.

W1tty Global LTD, its UK entity, began winding down in September this year while W1tty Global, its Lithuanian-licenced entity, began winding down in July, according to the W1tty website.

W1tty Global is still active at Companies House, and las…

This week, Atomico's State of European Tech released a special tenth-anniversary edition.

The State of European Tech report combines quantitative data from 41 European countries and a survey of thousands of founders, operators, and investors to understand what's really going on in European tech.

Atomico expects that European companies will secure $45 billion in investment this year, in line with the $47 billion raised in 2023.

The European tech sector now employs 3.5 million people - as many as the US had in 2020.

According to Guemouri, European tech continues to focus on solving the toughest of issues, with climate grabbing the attention of founders, capital and talent.

Kalder’s white-label partner rewards platform enables brands to launch partner cashback programs directly within their app or website.

With Kalder, any brand can turn loyalty programs into direct revenue streams, much like the gold standard of loyalty programs in the travel and finance categories," said Gokce Guven, Kalder CEO and founder.

Javelin Venture Partners led the funding with participation from 8VC, Human Capital, Gingerbread Capital, Emergence Capital, Formus Capital, and prominent angel investors.

Based on Kalder’s model, the average brand sees 50,000 cashback users, which drive $450,000 in rewards sales revenue monthly.

It creates real value for fans and generates scalable, net-…

Either they lack data, their data is dirty, or they don't know what to do with it.

Leveraging generative AI, CloEE delivers continuous improvement using real-time data from manufacturing equipment, MES, and ERP systems.

With CloEE, workers don't require deep domain expertise in data analytics, AI, advanced automation or advanced upskilling.

There are over 200,000 manufacturing companies in Europe, the US and APAC, many smaller in size.

Additionally, analysing equipment data provides valuable insights into machine performance, usage patterns, and potential issues like product quality problems.

Superscale, a game business analytics startup, has raised $1.2M to support the launch of their new product, SuperPlatform.

SuperPlatform enables consistent of business data sharing from over 40 sources across marketing, product, and finance to give a more holistic view of games business performance.

After a soft launch in August 2024, 60 studios are already using SuperPlatform to understand their entire business in one integrated platform.

CEOs, CFOs and investors have been kept up at night, scrambling to implement radically different business strategies across their organizations.

SuperPlatform saves game studios and developers significant time and costs and increases profits drastically.

Managing employee benefits across borders is often a fragmented, complex, broker-led challenge for multinational companies.

Today HR platform and payroll provider Remote has unveiled Remote Global Benefits, allowing companies to access and manage multi-country health insurance plans without leaving the Remote platform.

I spoke to Job van der Voort, CEO and co-founder of Remote and Luke Mackey, CEO and co-founder of Kota to learn more.According to van der Voort: Remote Global Benefits represents a significant leap forward in managing international employee benefits.

He further asserts that existing solutions tend to be global insurance brokers, which typically means segregated processes, off…

Open-source CRM Twenty has raised a $5 million Seed round led by Runa Capital with participation from C-Suite executives at HubSpot, Front, and Pipedrive.

Led by Félix Malfait, Charles Bochet and Thomas Colas des Francs, the startup will use the funds to grow its open source community, develop its product and deploy among Enterprise clients.

This applies not only to cloud and data infrastructure but also to large business suites like CRM or ERP,” said Konstantin Vinogradov, a General Partner at Runa Capital.

“OSS might be the best way to disrupt its established closed-source leaders there, with their proprietary and outdated developer ecosystems.

We have been highly impressed by Twenty's fo…

Croatian SaaS startup Bitreport has raised €300,000 from Purple Ventures.

Bitreport streamlines management for chain restaurants and retail stores.

The application simplifies communication between business locations, ensures task completion, and speeds up store audits and checklists by 90 per cent.

Currently, Bitreport operates in Croatia, Serbia, and Slovenia.

Purple Ventures' second fund builds on the success of its first, which was active between 2019 and 2023.

Edinburgh-based biotech Cytomos has raised £5M to scale up production of its cell analysis technology.

The capital will be invested in marketing Cytomos its first commercial product, Celledonia™, built on its cell-analysis technology platform AuraCyt.

Celledonia™ is a benchtop cell analyser which aims to significantly enhance single-cell analysis, potentially transforming biological drug discovery, development processes, and biologics manufacturing.

Cytomos' technology AuraCyt is an unbiased, scalable cell analysis platform to provide a scalable alternative to current cell analysis systems.

Using this platform, Cytomos enables biopharma to bring novel therapies to market by up to 6 months f…

AI hardware startup GEMESYS has secured €8.6M in a pre-seed funding round, positioning itself as a European leader in the next-generation AI chip technology race.

GEMESYS will use the funding to accelerate research and development and expand its team to further advance its chip architecture.

Training and operating these networks requires significant energy, a major challenge to creating genuine artificial intelligence (AI) for mobile devices.

GEMESYS hopes to strengthen on-device AI training and inference by leveraging its architecture and memristor tech.

This empowers edge devices to learn and process data directly at the source, opening new possibilities for various applications.

It’s become a common refrain in political discourse: Europe needs to take radical action to remain competitive. On the long list of potential reforms, one that’s gaining particular traction is a new, EU-wide corporate status for innovative companies. Known (somewhat obscurely) as the “28th regime,” the innovation is being billed as Europe’s answer to a […]

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Tesla’s Cybertruck is facing blowback in Europe, particularly over pedestrian safety concerns. Euro NCAP, a voluntary but influential car safety assessment program in Europe, has not in any way tested the Cybertruck, but based on a visual assessment alone, raised alarms over its sharp, angular design, saying it could pose a serious threat to pedestrians. […]

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India, long in the tooth when it comes to co-opting tech to persuade the public, has become a global hotspot when it comes to how AI is being used, and abused, in political discourse, and specifically the democratic process. Tech companies, who built the tools in the first place, are making trips to the country […]

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While North American VCs can see the potential value in backing European startups, it hasn't been easy for firms to launch strategies.

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Vienna-based early-stage VC Speedinvest has closed its fourth early-stage fund, Speedinvest 4, at €350 million (around $380 million at today’s exchange rate), surpassing the initial goal of €300 million ($325 million). This follows the final €50 million close supported by several new institutional investors including, Aviva, PwC Germany, Bitburger, ODDO BHF, and Abeille Assurances Ventures. […]

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Kost aims to “be the best co-investor in Europe” and work with food tech and generalist investors looking for a firm with scale-up expertise and food-specialized abilities.

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