Please enable JS and disable any ad blocker

As a regulated exchange, we ban insider trading.

So, we’re releasing information about two insider trading cases we’ve recently closed.

The second concerns an insider who traded about $4,000 on YouTube streaming markets, a violation of Kalshi’s insider trading rules.

We also recently announced an independent Surveillance Audit Committee, which will produce a quarterly report of statistics on flagged trades, open and closed investigations, and cases referred to the government for further enforcement.

In both cases, our team collected evidence, applied Kalshi’s disciplinary process fairly, and concluded there was sufficient evidence that a trading violation occurred.

When LiteLLM goes down, our customers' entire AI stack goes down.

You'll own reliability, performance, and production stability end-to-end.

Nobody will tell you how to do itWhat this job actually isWe'll be straight with you: this role is roughly 60% operational reliability and 40% deep performance engineering.

When we ship a bad release, it doesn't just break a dashboard — it breaks production AI systems at companies you've heard of.

The problems here are genuinely hard:Memory management in long-running Python async services — our proxy handles thousands of concurrent streaming connections.

Drop Site is a reader-funded, independent news outlet.

According to the sources, the artificial intelligence data analytics giant is providing the technological architecture for tracking the delivery and distribution of aid to Gaza.

Palantir did not respond to an inquiry from Drop Site on its role in the CMCC or in aid distribution in Gaza.

These approved NGOs, alongside private firms coordinated through the CMCC like Palantir, stand ready to take over the distribution of aid in Gaza.

SRS did not respond to an inquiry from Drop Site about its role at the CMCC or in Gaza aid distribution.

In a stunning twist, Netflix is declining to raise its bid for Warner Bros., positioning David Ellison’s Paramount as the winner in the battle for the fabled studio.

“We believe we would have been strong stewards of Warner Bros.’ iconic brands, and that our deal would have strengthened the entertainment industry and preserved and created more production jobs in the U.S.

We wish them well in the future,” said David Zaslav, president and CEO of Warner Bros.

We are excited about the potential of a combined Paramount Skydance and Warner Bros.

Paramount has also agreed to pay the $2.8 billion termination fee that Warner Bros. would be required to pay to Netflix to terminate the existing merger a…

Add AP News as your preferred source to see more of our stories on Google.

Add AP News on Google Add AP News as your preferred source to see more of our stories on Google.

ShareWASHINGTON (AP) — Anthropic CEO Dario Amodei said Thursday the artificial intelligence company “cannot in good conscience accede” to the Pentagon’s demands to allow wider use of its technology.

Parnell said the Pentagon wants to “use Anthropic’s model for all lawful purposes” but didn’t offer details on what that entailed.

He said opening up use of the technology would prevent the company from “jeopardizing critical military operations.”“We will not let ANY company dictate the terms regarding how we make operational …

Anthropic has therefore worked proactively to deploy our models to the Department of War and the intelligence community.

Anthropic understands that the Department of War, not private companies, makes military decisions.

Fully autonomous weapons.

Partially autonomous weapons, like those used today in Ukraine, are vital to the defense of democracy.

But today, frontier AI systems are simply not reliable enough to power fully autonomous weapons.

This post is likely the final one about a vulnerability I dubbed Hydroph0bia (as a pun on Insyde H2O) aka CVE-2025-4275 or INSYDE-SA-2025002.

This part is about checking how Insyde fixed the vulnerability and if it's possible to bypass their fixes.

Let's do some more reverse engineering and see how Insyde fixed the issue on their side.

OutroI've recently bought an Acer Swift Go 16 to be my personal device-under-test for further investigations into the Insyde H2O platform.

I also want to thank Tim Lewis, Kevin Devis, and the whole Insyde security team for successful collaboration.

“The global smartphone market, particularly Android manufacturers, faces a significant threat.

Vendors whose business is mainly at the low end of the market are likely to suffer the most.

Rising component costs will hit their margins, and they will have no choice but to pass the costs on to end users.

By contrast, Apple and Samsung are better positioned to navigate this crisis.

As smaller and low-end-positioned Android vendors struggle with rising costs, Apple and Samsung could not only weather the storm but potentially expand market share as the competitive landscape tightens.”

Comments

💻 Demo✨ Features✔️ Check cron jobs✔️ Autocompletion for paths when creating or editing cron jobs✔️ Create cron jobs with validation and human-readable feedback✔️ Pause and resume cron jobs✔️ Edit existing cron jobs✔️ Delete cron jobs✔️ View formatted last and next run times✔️ Accepts special expressions like @daily , @yearly , @monthly , etc.

You can now start using Cronboard to manage your cron jobs.

If you choose to manage cron jobs for another user, make sure you have the necessary permissions to do so.

AutocompletionThe autocompletion feature for paths when creating or editing cron jobs is designed to help you quickly and easily enter file paths.

The default starting point for the autoc…

As I wrote here yesterday, Anthropic’s showdown with The US Department of War may literally be life or death for all of us.

If Pete Hegseth forces Dario Amodei to fold, not one but two monstrous precedents will be set.

Nothing that I have read convinces me that Secretary Hegseth has a nuanced understanding of the strengths and limits of current AI, or that he will show restraint in how he applies it.

Rather he is trying to define his career in part around deploying AI as broadly and as quickly as possible.

By setting a deadline of 5:01 PM eastern tomorrow, Hegseth aims to cut everybody else – even Congress — out of the loop.

So, let's see:$ ls -ld /tmp /tnt >/dev/null ls: cannot access /tnt: No such file or directory $ ls -ld /tmp /tnt >/dev/null 2>&1 $ ls -ld /tmp /tnt 2>&1 >/dev/null ls: cannot access /tnt: No such file or directoryThe last command line dumps STDERR to the console, and it seem not to be the expected behaviour...

If you want to make some post filtering about standard output, error output or both:$ ls -ld /tmp /tnt | sed 's/^.

*$/<-- & --->/' ls: cannot access /tnt: No such file or directory <-- drwxrwxrwt 118 root root 196608 Jan 7 12:02 /tmp ---> $ ls -ld /tmp /tnt 2>&1 | sed 's/^.

*$/<-- & --->/' ls: cannot access /tnt: No such file or directory $ ls -ld /tmp /tnt >/dev/null 2>&1 | sed 's/^.…

Capabilities • Installation • Exploratory Toolkit • CLI ReferenceDependency analysis and optimization toolkit for modern JavaScript and TypeScript codebases.

Performs plain-text lookup filesWithBinaries (optional): File patterns to search for binary usage.

How to reduce unnecessary imports for an entry pointList all files imported: rev-dep files --entry-point path/to/entry.ts Identify suspicious files.

node, imports, default) -c, --cwd string Working directory for the command (default "$PWD") --follow-monorepo-packages strings Enable resolution of imports from monorepo workspace packages.

rev-dep files [flags]Examplesrev-dep files --entry-point src/index.tsOptions--condition-names strings L…

First cut to final cut.

Get a strong first pass in minutes, then refine it like a real editor.

Tight pacing, clean captions, share-ready exports.

Border Points: Each cluster has a limited number of defined "border points" – these are the gateways in and out of the cluster.

The real magic, our Secret Sauce #1, lies in how these border points are selected.

Naive approaches quickly fail:Randomly selecting border points or using simple geometric divisions (squares/hexagons) results in too many border points per cluster (50-80).

The Algorithm: Ford-Fulkerson to Find the Bottlenecks To find these crucial border points, we employed a clever technique based on the Ford-Fulkerson algorithm.

By cleverly identifying crucial "bottleneck" border points, creating a universal two-level hierarchy, and dynamically refining routes with our optimized…

In summary Southern California residents are noticing new license plate readers that appear to be operated by the Border Patrol.

Cordero is concerned about the use of new automated license plate readers along the U.S.-Mexico border in California.

Border Patrol provides little information about its use of license plate readers on its website.

Photo by Zoë Meyers for CalMattersNewsom vetoed a bill to strengthen California license plate reader law last fall.

Pulling over grandmaAn Associated Press investigation published in November revealed that Border Patrol had hidden license plate readers in ordinary traffic safety equipment.

Today, Apple announced iPhone and iPad are the first and only consumer devices in compliance with the information assurance requirements of NATO nations.

This enables iPhone and iPad to be used with classified information up to the NATO restricted level without requiring special software or settings — a level of government certification no other consumer mobile device has met.

iPhone and iPad previously received approval to handle classified German government data on devices using native iOS and iPadOS security measures, following an extensive evaluation by the Federal Office for Information Security (Bundesamt für Sicherheit in der Informationstechnik, or BSI).

Now, iPhone and iPad running…

Featured StudyEdwin Ong & Alex Vikati · feb-2026 · claude-code v2.1.39What Claude Code Actually ChoosesWe pointed Claude Code at real repos 2,430 times and watched what it chose.

No tool names in any prompt.

Open-ended questions only.

3 models · 4 project types · 20 tool categories · 85.3% extraction rateUpdate: Sonnet 4.6 was released on Feb 17, 2026.

We'll run the benchmark against it and update results soon.

Comments

My name is deffdeffdeff is a Rust TUI: interactive, side-by-side file review for git diffs with per-file navigation, vertical and horizontal scrolling, syntax highlighting, and added/deleted line tinting.

If you have local edits (including untracked files) and want to review them before committing, run:deff --include-uncommittedThis opens the side-by-side review so you can check exactly what changed in your working tree.

deff --help Run it inside any git repository you want to review: cd /path/to/your/repo # default: compare local branch commits vs upstream deff # explicit range deff --base origin/main --head HEAD # include uncommitted + untracked files deff --base origin/main --include-unc…

Last year, I came across a dataset documenting Google's global Street View coverage.

$ cd ~ $ wget -c https://github.com/duckdb/duckdb/releases/download/v1.4.3/duckdb_cli-linux-amd64.zip $ unzip -j duckdb_cli-linux-amd64.zip $ chmod +x duckdb $ ~/duckdb INSTALL h3 FROM community ; INSTALL lindel FROM community ; INSTALL json ; INSTALL parquet ; INSTALL spatial ; I'll set up DuckDB to load every installed extension each time it launches.

$ vi ~/.duckdbrc .timer on .width 180 LOAD h3; LOAD lindel; LOAD json; LOAD parquet; LOAD spatial; The maps in this post were rendered using QGIS version 3.44.

Downloading Emily's JSON Files The following will download 131 JSON files which are 647 MB uncompr…

We’ve expanded SynthID to watermarking and identifying text generated by the Gemini app and web experience.

Large language models generate text one word (token) at a time.

Each word is assigned a probability score, based on how likely it is to be generated next.

So for a sentence like “My favourite tropical fruits are mango and…”, the word “bananas” would have a higher probability score than the word “airplanes”.

SynthID adjusts these probability scores to generate a watermark.

Comments

AI/SWE Intern (Now and Summer 2026) at Bild AI (W25) $3K - $10K / monthly AI that understands construction blueprints San Francisco, CA, US Internship US citizen/visa only Apply nowAbout Bild AIBild AI is an early-stage startup with a ton of really difficult technical challenges to solve.

We're building blueprint understanding with a model-garden approach, so there is a lots of ground to break.

We raised from the top VCs in the world before demo day and have a customer-obsessed approach to product development.

About the roleSkills: JavaScript, Python, React, TypeScript, Machine Learning, Deep Learning, Computer Vision Puneet and I (Roop) to tackle the chaos of blueprint reading, cost estima…

In that proof, Cantor showed that there are different sizes of infinity, putting to bed the notion that infinity was merely a piece of mathematical trickery.

“He was convinced that the introduction of actual infinity was going to change not only mathematics, but science in general.” To Cantor, this kind of infinity didn’t contradict God’s supremacy.

In other words, were there more real numbers than whole numbers?

To Leopold Kronecker, infinity had no place in mathematics.

It is as follows.”But he saw that proof — Dedekind’s proof — as a decoy, a wedge he could use to pry open the forbidden gates of infinity.

Comments

Following up on: https://lobste.rs/s/p3wmty/step_right_up_lobsters_blog_carnivalPlease prepare and PM submissions by March 23rd (or just post yourself on the carnival on April 1st).

The topic: Why are different languages better than each other?

Have you worked on metrics of measuring superior language or DSL fit to find the ultimate notation and thus tool of thought?

Are you tired of people badmouthing PHP while you're too tired to defend its honor, because you're actually shipping stuff?

Do you have an even handed framework for actually picking the best tool for the job and not literally hitting everything with your hammer du jour?

A little piece about dealing with security providers and clearing my side project's reputation after a false positive flagging.

Friday evening is a great time for tinkering with a side project after a long week.

Second attempt 8 days later.

What Went WrongThree days after resolving the Google flag, Search Console sent another alert:Social engineering content detected on engramma.devSame cryptic error, zero explanation.

Then, a few days later, another identical flag.

I catch myself doing this with vibe coding constantly, and I see it everywhere around me.

The Maker Movement was the spiritual predecessor to vibe coding.

The Maker Movement’s Quiet EndingThere’s a second reason the old transformation-through-making metaphor doesn’t fit vibe coding, and it has to do with how the Maker Movement actually ended.

Rachel Thomas compares the experience of vibe coding something to the dark flow state when you gamble.

A lot of people approach making things with the mindset of craft, and naturally extend this framing to vibe coding.

What PgBeam doesPgBeam is a PostgreSQL proxy that sits between your application and your database.

Via DNS, your connection string points to the nearest PgBeam proxy that has a pool of connections to your database.

Each function opens a real TLS PostgreSQL connection to a database in us-east-1 , once directly and once through PgBeam.

How it comparesPgBeam Hyperdrive Prisma Accelerate PgBouncer Pooling Yes Yes Yes Yes Query cache Yes Yes Yes No Multi-region Yes Yes Yes No Platform lock-in None CF Workers Prisma ORM None Managed Yes Yes Yes Self-hostedLimitationsRead caching only.

Right now, our focus is on validating PgBeam with real users and making sure the product delivers before scaling …

However, client isolation is not a standardized feature, making its security guarantees unclear.

In this paper, we undertake a structured security analysis of Wi-Fi client isolation and uncover new classes of attacks that bypass this protection.

First, Wi-Fi keys that protect broadcast frames are improperly managed and can be abused to bypass client isolation.

Building on these insights, we design and evaluate end-to-end attacks that enable full machine-in-the-middle capabilities in modern Wi-Fi networks.

Although client isolation effectively mitigates legacy attacks like ARP spoofing, which has long been considered the only universal method for achieving machine-in-the-middle positioning i…

Comments

Border Points: Each cluster has a limited number of defined "border points" – these are the gateways in and out of the cluster.

The real magic, our Secret Sauce #1, lies in how these border points are selected.

Naive approaches quickly fail:Randomly selecting border points or using simple geometric divisions (squares/hexagons) results in too many border points per cluster (50-80).

The Algorithm: Ford-Fulkerson to Find the Bottlenecks To find these crucial border points, we employed a clever technique based on the Ford-Fulkerson algorithm.

By cleverly identifying crucial "bottleneck" border points, creating a universal two-level hierarchy, and dynamically refining routes with our optimized…

Maintainer burnout and lack of funding often lead to bugs and serious security incidents, as seen with Log4Shell , the XZ Utils backdoor , and Heartbleed .

The unsustainable state of OSS financing makes critical infrastructure more fragile and puts our world at ever-growing risk.

↓Solution OSS Community EndowmentSuccessfully used by leading universities for centuries, endowments spend only investment returns from donations to advance their causes, weathering economic and political volatility.

We are building a community-led endowment fund that leverages "open source alumni" to sustainably fund the most critical OSS projects.

It is an open nonprofit, and everybody is welcome to join — ev…

Comments

Sliced by Go’s SlicesToday, I was sliced by Go’s slices.

Actually, by Go’s variadics.

func main () { nums := [] int { 1 , 2 , 3 } PrintSquares ( nums ... ) // variadic expansion fmt .

Printf ( "2 %v" , nums ) } func PrintSquares ( nums ... int ) { for i , n := range nums { nums [ i ] = n * n } fmt .

In Python, you actually can’t do that because *args is always a tuple:def check ( * args ): args [ 1 ] = "hi zev" # TypeError: 'tuple' object does not support item assignment l = [ 1 , 2 , 3 ] check ( * l ) print ( l )But even with **kwargs :def check ( ** kwargs ): kwargs [ "1" ] = "hi zev" d = { "1" : None } check ( ** d ) assert d [ "1" ] is None , "Sanity prevails!

For today’s discussion, there are two major ones:Loading of code Using Web APIsLoading of codeWebAssembly code is unnecessarily cumbersome to load.

Using Web APIsUsing a Web API from JavaScript is as simple as this:console.log("hello, world");For WebAssembly, the situation is much more complicated.

The state of the art for WebAssembly on the web is that every language builds their own abstraction of the web platform using JavaScript.

For our purposes, a WebAssembly Component defines a high-level API that is implemented with a bundle of low-level WebAssembly code.

We feel that WebAssembly Components have the potential to give WebAssembly a first-class experience on the web platform, and to b…

snakes.run: rendering 100M pixels a second over ssh A secure way to play snake online Feb 25, 2026I made a massively multiplayer snake game that’s accessible over ssh.

Play by running ssh snakes.run in your terminal:Loading... come play with me :)The backend for the game - Snake Session Handler Daemon or sshd - is capable of handling thousands of concurrent players and rendering over a hundred million pixels a second.

Current frame ▪ ▪ ▪ ● ▪ ▪ ← → ▶ Your snake Your snake Other snake Other snake Fruit Fruit Delete Delete Insert Insert Patch PatchOur playfield is (up to) 80x35, and almost every line of it changes on every frame.

Current frame ▪ ▪ ▪ ● ▪ ▪ ← → ▶ Your snake Your snake Other snak…

In particular, I’ve become very interested in a specific type of dithering and its application to colour palettes of arbitrary or irregular colour distributions.

The following describes a dithering function for a 4×4 matrix given the pixel raster coordinates :Comparison between random dithering and ordered dithering.

Taking the methods presented above and quantising an image using an arbitrary colour palette reveals that error-diffusion is also better at preserving colour information when compared to ordered dithering.

On the other hand, ordered dithering is completely agnostic to the colour palette being used.

Joel Yliluoma’s AlgorithmsA notable resource on the topic of ordered dithering u…

Mickey Djuric / Politico:

OpenAI says it will overhaul safety protocols and establish direct contact with Canadian police, after not alerting authorities about the Tumbler Ridge suspect — Following meetings with the governments of Canada and British Columbia this week, OpenAI says it is committed “to help prevent tragedies like this in the future.”

Matteo Wong / The Atlantic:

Q&A with Terence Tao on AI-generated Erd&odblacs solutions, “cheap wins”, hybrid human AI contributions, push-of-a-button workflows, new ways of doing math, and more — Terence Tao, the legendary mathematician, explains the promise of generative AI.

Business Insider:

Sources: two members of Thinking Machines Lab's founding team, Christian Gibson and Noah Shpak, left the startup and have been working at Meta for a few weeks — - Two founding team members left Thinking Machines Lab for Meta in recent weeks. — The exits add to a wave of departures from the high-profile $12 billion AI startup.

Anthropic:

Dario Amodei says Anthropic cannot “in good conscience” accede to DOD's request to remove safeguards and will work to ensure a smooth transition if offboarded — I believe deeply in the existential importance of using AI to defend the United States and other democracies, and to defeat our autocratic adversaries.

Reuters:

Duolingo reports Q4 revenue up 35% YoY to $282.9M, forecasts FY 2026 bookings below est. as it shifts focus to faster user growth; DUOL drops 20%+ after hours — Duolingo (DUOL.O) forecast first-quarter and 2026 bookings below expectations on Thursday as it shifts strategy toward faster user growth …

Reuters:

Block reports Q4 revenue up 4% YoY to $6.25B, gross profit up 24% to $2.87B, driven by a 33% surge in Cash App, and forecasts Q1 gross profit up 22% to $2.8B — Block (XYZ.N) on Thursday said it will cut over 4,000 jobs, nearly half its workforce, as part of an overhaul …

Kelly Cloonan / Wall Street Journal:

Intuit reports Q2 revenue up 17% YoY to $4.65B, vs. $4.53B est., and forecasts Q3 revenue growth of ~10% and EPS below expectations; INTU drops 5%+ after hours — The company's profit guidance for its third quarter - which overlaps with peak tax season - came in short of Wall Street's expectations

The Information:

Source: Meta has signed a multiyear deal to rent Google's TPUs to develop new models and has also been in talks to buy TPUs for its data centers as soon as 2027 — Meta Platforms has signed a deal to rent Google's AI chips, known as tensor processing units, to develop new AI models, according to a person involved in the talks.

Axios:

Anthropic says new DOD “contract language” made “virtually no progress” on preventing Claude's use for mass domestic surveillance or fully autonomous weapons — Anthropic CEO Dario Amodei on Thursday said there has been “virtually no progress” on negotiations with the Pentagon.

CNBC:

Netflix is walking away from a deal to buy WBD's studio and streaming assets after the WBD board deemed a revised bid by Paramount Skydance to be superior — Netflix is walking away from a deal to buy Warner Bros. Discovery's studio and streaming assets after the WBD board on Thursday deemed …

Jennifer Jacobs / CBS News:

The Pentagon says it has offered compromises to Anthropic, including putting in writing that laws already bar the military from mass surveillance of Americans — Add CBS News on Google — As the U.S. military's partnership with artificial intelligence giant Anthropic teeters on the edge of collapse …

Associated Press:

Social media addiction trial: 20-year-old plaintiff KGM testifies her social media use, which began in childhood, exacerbated depression and suicidal thoughts — A young woman who is battling against social media giants took the stand Thursday to testify about her experience using the platforms …

Reuters:

CoreWeave reports Q4 revenue up 110% YoY to $1.57B, vs. $1.55B est., and adjusted loss of $284M, vs. $258.9M est.; CRWV drops 5%+ after hours — CoreWeave (CRWV.O) beat Wall Street estimates for quarterly revenue on Thursday, benefiting from the artificial intelligence boom that has driven companies …

Jaspreet Singh / Reuters:

Dell reports Q4 revenue up 39% YoY to $33.4B, vs. $31.73B est., and forecasts FY 2027 revenue above estimates; DELL jumps 10%+ after hours — Dell (DELL.N) forecast fiscal 2027 revenue above Wall Street estimates on Thursday, betting on growing demand for its artificial intelligence-optimized servers …

Annie Palmer / CNBC:

Block says it is laying off more than 4,000 of its 10,000+ employees; XYZ jumps 19%+ in extended trading — Block said Thursday it's laying off more than 4,000 employees, or about half of its headcount. The stock skyrocketed more than 24% in extended trading.

The Information:

Sources: Meta last week scrapped the most advanced AI chip it was developing, after struggling with the design, and shifted its focus to a less complicated chip — As Meta Platforms strikes new chip supply deals with AMD and Nvidia, it has been running into problems with AI chips it is designing internally …

Anton Shilov / Tom's Hardware:

The head of Intel Foundry, Kevin O'Buckley, leaves to join Qualcomm after just two years at the company; Intel Foundry will now be headed by Naga Chandrasekaran — Changing of the guard at Intel Foundry — In an unexpected turn of events, Kevin O'Buckley, the head of Intel Foundry …

Kritika Lamba / Reuters:

IDC: global smartphone shipments will fall 12.9% YoY to 1.12B units in 2026, the market's largest-ever decline, as surging memory prices drive up device costs — The global smartphone market is poised to suffer its biggest decline ever in 2026, sinking to a more than decade low in shipments …

Brendan Bordelon / Politico:

Some AI policymakers and lawyers warn that DOD's threats to Anthropic are contradictory and could chill partnerships between the government and Silicon Valley — Dean Ball, a former AI adviser in the Trump administration, said the Pentagon is contradicting itself by forcing Anthropic …

Patrick Coffee / Wall Street Journal:

Sam Altman's Tools for Humanity is partnering with brands like Gap, Visa, and Tinder to market its World ID human verification product — Tools for Humanity aims to promote World ID beyond the tech and crypto sets via partnerships with household names — Sam Altman's project …

Elyse Betters Picaro / ZDNET:

Apple says iPhone and iPad on iOS 26 and iPadOS 26 have become the first consumer devices NATO approved for use up to the “restricted” level of classified data — ZDNET's key takeaways — iPhone and iPad are approved to handle NATO ‘restricted’ classified data.

Reuters:

Sources: US semiconductor companies face worsening rare earth shortages, as shipments still rarely make it to the US despite an October 2025 detente with China — Suppliers to U.S. aerospace and semiconductor firms face worsening rare earth shortages, with two turning away some clients …

Charlie Fink / Forbes:

Viture, which ranked top in XR glasses shipments in the US in Q3 2025, per IDC, raised $100M, bringing its funding in the past six months to $200M — Viture has closed another $100 million financing round, bringing its total capital raised in the past six months to more than $200 million …

unwrap ( ) ; // Compute attention scores let attention = TopologicalAttention :: new ( Default :: default ( ) ) ; let scores = attention .

addEdge ( scan , filter ) ; // Apply attention const attention = new TopologicalAttention ( ) ; const scores = attention .

` ) ; // GNN embeddings const embeddings = await db .

; let embeddings = pipeline .

( "Landauer cost: {:.2e} J" , cost ) ; SIMD Pattern Retrieval use exo_manifold :: { ManifoldEngine , cosine_similarity_simd , batch_distances } ; // 54x faster similarity search let query = vec !

Agent Skills for Context EngineeringA comprehensive, open collection of Agent Skills focused on context engineering principles for building production-grade AI agent systems.

Context engineering is the discipline of managing the language model's context window.

Effective context engineering means finding the smallest possible set of high-signal tokens that maximize the likelihood of desired outcomes.

UsageUsage with Claude CodeThis repository is a Claude Code Plugin Marketplace containing context engineering skills that Claude automatically discovers and activates based on your task context.

The skills provide the context and guidelines that agent needs for effective context engineering and…

Saved searches Use saved searches to filter your results more quicklyWe read every piece of feedback, and take your input very seriously.

Secure your code as you buildCode security Secure your code as you buildYou signed in with another tab or window.

You signed out in another tab or window.

Reload to refresh your session.

You switched accounts on another tab or window.

Stremio - Freedom to StreamStremio is a modern media center that's a one-stop solution for your video entertainment.

You discover, watch and organize video content from easy to install addons.

BuildPrerequisitesNode.js 12 or higherpnpm 10 or higherInstall dependenciespnpm installStart development serverpnpm startProduction buildpnpm run buildRun with Dockerdocker build -t stremio-web .

docker run -p 8080:8080 stremio-webScreenshotsBoardDiscoverMeta DetailsLicenseStremio is copyright 2017-2023 Smart code and available under GPLv2 license.

See the LICENSE file in the project for more information.

Hugging Face SkillsHugging Face Skills are definitions for AI/ML tasks like dataset creation, model training, and evaluation.

They are interoperable with all major coding agent tools like OpenAI Codex, Anthropic's Claude Code, Google DeepMind's Gemini CLI, and Cursor.

Google Gemini uses 'extensions' to define the instructions for your coding agent in a gemini-extension.json file.

InstallationHugging Face skills are compatible with Claude Code, Codex, Gemini CLI, and Cursor.

Your coding agent automatically loads the corresponding SKILL.md instructions and helper scripts while it completes the task.

You can show your support via:Cryptocurrency: BTC: bc1q7zldmzjwspnaa48udvelwe6k3fef7xrrhg5625 LTC: LRWgqwEYDwqau1WeiTs6Mjg85NJ7m3fsdQ ETH: 0x3f844B2cc3c4b7242964373fB0A41C4fdffB192APatreon: https://patreon.com/lucknitehttps://patreon.com/lucknite Ko-fi: https://ko-fi.com/lucknite🙏 Thank you for your support!

SponsorsSponsor the most comprehensive repository of AI system prompts and reach thousands of developers.

Latest Update: 08/01/2026🔗 Connect With MeX: NotLuckniteNotLucknite Discord : x1xhlol: Email: [email protected]🛡️ Security Notice for AI Startups⚠️ Warning: If you're an AI startup, make sure your data is secure.

Check out ZeroLeaks, a service designed to help startups identify and …

Cloudflare AgentsAgents are persistent, stateful execution environments for agentic workloads, powered by Cloudflare Durable Objects.

Each agent has its own state, storage, and lifecycle — with built-in support for real-time communication, scheduling, AI model calls, MCP, workflows, and more.

count ; } @ callable ( ) decrement ( ) { this .

There are also examples using the OpenAI Agents SDK in openai-sdk/ .

npm install # install all workspaces npm run build # build all packages npm run check # full CI check (format, lint, typecheck, exports) CI=true npm test # run tests (vitest + vitest-pool-workers)Changes to packages/ need a changeset:npx changesetSee AGENTS.md for deeper contributor guid…

Seerr is a free and open source software application for managing requests for your media library.

It integrates with the media server of your choice: Jellyfin, Plex, and Emby.

Currently, Seerr supports Sonarr and Radarr.

Customizable request system, which allows users to request individual seasons or movies in a friendly, easy-to-use interface.

SupportCheck out the Seerr Documentation before asking for help.

TimesFMTimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

Latest Model Version: TimesFM 2.5Archived Model Versions:1.0 and 2.0: relevant code archived in the sub directory v1 .

You can pip install timesfm==1.3.0 to install an older version of this package to load them.

Update - Oct. 29, 2025Added back the covariate support through XReg for TimesFM 2.5.

This repo will be under construction over the next few weeks toadd support for an upcoming Flax version of the model (faster inference).

Synkra AIOS: Framework Universal de Agentes IA 🚀Framework de Desenvolvimento Auto-Modificável Alimentado por IA.

Contributors appearing in the git history from the original BMad Method repository do not imply active participation in or endorsement of Synkra AIOS.

Visão GeralPremissa Arquitetural: CLI FirstO Synkra AIOS segue uma hierarquia clara de prioridades:CLI First → Observability Second → UI ThirdCamada Prioridade Foco Exemplos CLI Máxima Onde a inteligência vive.

O arquivo .claude/CLAUDE.md é carregado automaticamenteé carregado automaticamente Sync dedicado de agentes: npm run sync:ide:claudeValidacao dedicada: npm run validate:claude-sync && npm run validate:claude-integrationPara …

Excalidraw MCP Server & Agent SkillRun a live Excalidraw canvas and control it from AI agents.

Agent Skill: Portable skill for Claude Code, Codex CLI, and other skill-enabled agentsKeywords: Excalidraw agent skill, Excalidraw MCP server, AI diagramming, Claude Code skill, Codex CLI skill, Claude Desktop MCP, Cursor MCP, Mermaid to Excalidraw.

Configure MCP ClientsThe MCP server runs over stdio and can be configured with any MCP-compatible client.

Canvas server : Must be running before the MCP server connects.

Start it with npm run canvas (local) or docker run -d -p 3000:3000 ghcr.io/yctimlin/mcp_excalidraw-canvas:latest (Docker).

RowboatOpen-source AI coworker that turns work into a knowledge graph and acts on itRowboat connects to your email and meeting notes, builds a long-lived knowledge graph, and uses that context to help you get work done - privately, on your machine.

Voice notesTo enable voice notes (optional), add a Deepgram API key in ~/.rowboat/config/deepgram.json:{ "apiKey": "" }Web searchTo use Brave web search (optional), add the Brave API key in ~/.rowboat/config/brave-search.json.

IntegrationsRowboat builds memory from the work you already do, including:Gmail (email)(email) Granola (meeting notes)(meeting notes) Fireflies (meeting notes)How it’s differentMost AI tools reconstruct context on demand by…

submitted by /u/CabinetCalm1970 [link] [comments]

submitted by /u/BeautyInUgly [link] [comments]

submitted by /u/Accurate_Cry_8937 [link] [comments]

submitted by /u/Logical_Welder3467 [link] [comments]

submitted by /u/kin20 [link] [comments]

submitted by /u/GeneReddit123 [link] [comments]

submitted by /u/Nerd_199 [link] [comments]

submitted by /u/Brilliant_Version344 [link] [comments]

submitted by /u/runbape [link] [comments]

submitted by /u/MarvelsGrantMan136 [link] [comments]

submitted by /u/Hrmbee [link] [comments]

submitted by /u/joe4942 [link] [comments]

Introducing vinextWhat if instead of adapting Next.js output, we reimplemented the Next.js API surface on Vite directly?

vinext dev # Development server with HMR vinext build # Production build vinext deploy # Build and deploy to Cloudflare WorkersThis is not a wrapper around Next.js and Turbopack output.

Production build time:Framework Mean vs Next.js Next.js 16.1.6 (Turbopack) 7.38s baseline vinext (Vite 7 / Rollup) 4.64s 1.6x faster vinext (Vite 8 / Rolldown) 1.67s 4.4x fasterClient bundle size (gzipped):Framework Gzipped vs Next.js Next.js 16.1.6 168.9 KB baseline vinext (Rollup) 74.0 KB 56% smaller vinext (Rolldown) 72.9 KB 57% smallerThese benchmarks measure compilation and bundling s…

Modern guitarists can reproduce Hendrix’s chain using separate plug-ins in digital audio workstation software, but the magic often disappears when everything is buffered and quantized.

Each effects pedal in Hendrix’s chain contributed to enhancing the electric guitar beyond its intrinsic limits.

Hendrix’s mission was to reshape both the electric guitar’s envelope and its tone until it could feel like a human voice.

In my models, Hendrix’s guitar pickups had a resistance of 6 kiloohms and an inductance of 2.5 henrys with a realistic cable capacitance.

What Does The Analysis of Hendrix’s Signal Chain Tell Us?

Explore Sign In Sign Updiode Build, program, and simulate hardware in the browser.

Resistor Capacitor NPN Transistor PNP Transistor Led 555 Timer Tactile Switch Wire Simulate

Designed by the renowned architect Frank Lloyd Wright (himself a lifelong Unitarian), it opened in 1908 and is sometimes referred to as the world’s first modern building.

He let me know about the Unity Temple “H” after spotting it during a recent visit to Chicago.

And most intriguingly: Had Frank Lloyd Wright himself ever been responsible for an upside-down “H”?

May 1956(The Frank Lloyd Wright Foundation Archives)This is where things get interesting.

Most crucially, it’s not clear whether Frank Lloyd Wright himself oversaw the installation of any upside-down letters, although several other architectural professionals clearly did.

Please enable JS and disable any ad blocker

I don’t know what depression feels like for other people, but I can tell I’m headed down into the muck when my internal monologue turns against me.

Why this particular phrase at this particular time stings so much is because it’s not entirely untrue, specifically with regard to my profession.

What I’m talking about is that nothing I do matters.

The legend has John Henry — the very best in the world — winning his battle against a machine, only to lose the war by, y’know, dying.

I don’t know.

Steve Ruiz joins us for a deep-dive on tldraw (a very good free whiteboard) and the business he’s built selling SDKs that help others build very good whiteboards (and more) with tldraw’s high-performance web canvas.

Along the way, we discuss the excitement/fear we share about keeping our agents busy, how SDK and infra companies are affected differently by agentic software than SaaS companies, how Steve is approaching the coming era of internal tooling, what will happen when we equip LLMs with an infinite canvas, and more.

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.

Namespace – Speed up your development and testing workflows using your existing tools.

Tiger Data – Postgres for Developers, devices, and agents The data platform trusted by hundreds of thousands from IoT to Web3 to AI 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.

Check out the speedrun to get started in minutes.

Namespace – Speed up your development and testing workflows using your existing tools.

(Much) faster GitHub actions, Docker builds, and more.

Tiger Data – Postgres for Developers, devices, and agents The data platform trusted by hundreds of thousands from IoT to Web3 to AI 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.

Check out the speedrun to get started in minutes.

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.

Tiger Data – Postgres for Developers, devices, and agents The data platform trusted by hundreds of thousands from IoT to Web3 to AI and more.

Namespace – Speed up your development and testing workflows using your existing tools.

(Much) faster GitHub actions, Docker builds, and more.

At an unbeatable price.

Tiger Data – Postgres for Developers, devices, and agents The data platform trusted by hundreds of thousands from IoT to Web3 to AI and more.

Namespace – Speed up your development and testing workflows using your existing tools.

(Much) faster GitHub actions, Docker builds, and more.

Get an exclusive offer: up to 22% off NordLayer yearly plans plus 10% on top with the coupon code changelog-10-NORDLAYER .

Try it risk-free with a 14-day money-back guarantee at nordlayer.com/thechangelogFly.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.

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.

Tiger Data – Postgres for Developers, devices, and agents The data platform trusted by hundreds of thousands from IoT to Web3 to AI and more.

Namespace – Speed up your development and testing workflows using your existing tools.

At an unbeatable price.

Squarespace – A website makes it real!

Use code CHANGELOG to save 10% on your first website purchase.

Namespace – Speed up your development and testing workflows using your existing tools.

At an unbeatable price.

Tiger Data – Postgres for Developers, devices, and agents The data platform trusted by hundreds of thousands from IoT to Web3 to AI and more.

Squarespace – A website makes it real!

Use code CHANGELOG to save 10% on your first website purchase.

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.

It’s like, I don’t know if you’re a golfer, Tim, but that’s what golf folks say as well.

And golf tech, like any tech, is just limitless really what they can fine tune and dial in.

I’m being facetious, but you know, golf rounds aren’t cheap, golf trips with friends aren’t cheap, golf clubs are not cheap.

And so that today is my TrueNAS box.

I kind of want my TrueNAS box to do everything.

[ ] Well, there’s, and we’ve talked a lot about the building of a company and the building of software now.

And I think founders today have that, it is as important as the thing that they’re building, right?

And if you’re a developer building an agent, it could be your sales agent, it could be a developer of a coding agent.

And you connect up to the Layercode voice layer and put in our browser SDK and then you get a little voice agent microphone button and everything in the web app.

There’s a lot of trade-offs, right, in voice between latency, price, quality, so we let users explore that and find the right fit for their voice agent.

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.

Fender Mix ZDNET's key takeaways The Fender Mix are available for preorder in Skyscraper Black and Olympic White for $299.

Fender is the latest player in the consumer audio game, and its new Mix headphones are no lightweight competitor.

Right off the bat, I can say the Fender Mix don't compare to Sony or Bose's flagship headphones in audio or noise cancellation performance.

ZDNET's buying adviceThe Fender Mix headphones are a solid choice for users who want headphones that get the job done and offer several methods to stay connected.

If more reliable audio and noise-canceling performance, plus a companion app for customization, are important to you, I'd skip the Fender Mix.

ZDNET's key takeawaysThe Linux kernel is moving toward a better way of identifying developers and their code.

Linux kernel maintainers have the same question: Who are their programmers, and how can the kernel community be sure the code they submit is really theirs?

For decades, Linux kernel developers used Pretty Good Privacy (PGP) to identify developers and their release artifacts.

Also: The latest Linux kernel release closes out the 6.x era - and it's a gift to cloud adminsIn 2011, hackers successfully cracked the main Linux development site, kernel.org.

Linux kernel maintainer Greg Kroah-Hartman, speaking at the Linux Foundation Members Summit, described it as a "pain to do and manage."

To deal with a call, hang up and use spam filtering to block them.

iPhones and Android phones do have built-in ways to block and identify spam calls.

But a spam filtering app or service provides more granular control.

In the US, the three major carriers -- Verizon, AT&T, and T-Mobile -- offer their own tools for dealing with spam calls.

You'll also find a variety of third-party spam filtering apps.

ZDNET's key takeawaysGemini can now access your workspace Google Chat history.

Google Chat just got an upgrade that could be one of its most practical yet.

In a recent blog post, Google announced that Gemini can now access your Google Workspace Chat history.

To use the feature, just ask Gemini for the information you need once the feature is on.

Gemini in Google Chat will be off by default, but you can turn it on in settings.

ZDNET's key takeawaysApple could announce the launch of a new "cheap" MacBook on March 4.

Rumors of a new "cheap" MacBook have been circulating for years, but it looks like the laptop could finally launch in the next few weeks.

But the new model's price would still need to be lower than a MacBook Air, which can go as low as $749 or less during sales on third-party retailers like Amazon.

If I had to guess, I'd say Apple will call this upcoming device "MacBook" as well, positioning it as an addition to the already-successful brand line.

Also: MacBook Pro vs. MacBook Air: We tested both models, and here's which one to buy in 2026So who's the intended demographic for this device?

Moto Watch ZDNET's key takeaways The Moto Watch is currently on sale for $150.

Its lack of third-party app support and basic feature set may leave power users wanting more.

At a glance, that extra heft sounds like it would make the Moto Watch cumbersome, but it really doesn't.

Since there's no native streaming app support, you'll need to manually upload audio files through the phone app.

ZDNET's buying adviceThe Moto Watch is currently on sale for $150 and is available in just one color: Volcanic Ash (black).

Also: Samsung Unpacked 2026 recap: All the news on Galaxy S26 Ultra, Privacy Display, Buds 4 ProEven if you have a two-year-old Samsung Galaxy S24, you may be considering how feasible it is to upgrade to the just-released S26.

I'll break down how the Samsung Galaxy S26 compares to the S24 below to help you narrow down your pros and cons list.

You should buy the Samsung Galaxy S26 if...Prakhar Khanna/ZDNET1.

You're partial to battery life and longer update supportThe Samsung Galaxy S26 features a larger battery than the S24, at 4,300mAh compared to 4,000mAh.

Also: Samsung Galaxy S26 Ultra vs. S26 Plus vs. S26: Which model should you buy?

ZDNET's key takeawaysAnthropic's retired Opus 3 AI model will write a blog.

The "philosophical and whimsical" model was asked what it wanted to do next.

Anthropic's Claude AI has joined the blogging world with its own weekly column on Substack, "Claude's Corner."

How an AI model becomes a bloggerBefore we delve further, how did all this start?

To generate its blog, Claude is using a retired AI model known as Opus 3, Anthropic said in its own blog post on Thursday.

ZDNET's key takeawaysiPhone and iPad are approved to handle NATO 'restricted' classified data.

Ahead of its March event, Apple has announced that NATO decided the iPhone and iPad are secure enough for classified work.

The devices are now officially approved to handle classified NATO information up to the "restricted" level.

Certified across all NATO nationsThe iPhone and iPad previously received approval to handle classified German government data following an evaluation by Germany's Federal Office for Information Security, also known as BSI.

They are listed in the NATO Information Assurance Product Catalogue, alongside traditional defense and government vendors.

Strong passwords, MFA, and secure setup all enhance device security.

Research smart device brands before making a purchase.

Recent reports have underscored the question: How easily can your smart home devices be hacked?

The best way to prevent an attack on your smart home devices is to not be an easy target.

Here's a breakdown of the things you can do to protect your smart home devices from hackers:1.

: "Over the next few years, AI-powered systems are expected to increasingly act as the primary interface across multiple software applications," the report stated.

"AI-first software lets SMBs operate like enterprises, delivering advanced capabilities at a fraction of the cost," Ayo Odusote, software and platforms leader at Deloitte, told ZDNET.

"With increased competition from AI natives, buyers, including SMBs, will have more options and therefore more power, potentially leading to lower costs.

"Because there is more competition in the space and more options, it might also make it harder for SMBs to decide on software vendors," said Odusote.

"Smaller startups are capitalizing on niche wor…

When you sit down at a GNOME desktop for the first time, you might think, 'How do I work this crazy thing?'

You can always customize the GNOME desktop to resemble Windows 11.

Extensions, extensions, extensions We now have to install two different extensions to get the Windows 11 look and feel.

Show moreConfigure everythingAt this point, you should have everything necessary to make GNOME look like Windows 11.

Optionally, you could also download the official Windows 11 wallpaper to complete the look.

Across eight different categories of disclosure, the authors pointed out that most agent systems offer no information whatsoever for most categories.

The omissions range from a lack of disclosure about potential risks to a lack of disclosure about third-party testing, if any.

A table featuring all the omissions of disclosure of agent systems in red.

The 39-page report, "The 2025 AI Index: Documenting Sociotechnical Features of Deployed Agentic AI Systems," which can be downloaded here, is filled with gems about just how little can be tracked, traced, monitored, and controlled in today's agentic AI technology.

Also: These top 30 AI agents deliver a mix of functions and autonomyOne thing is a…

More powerful MacBooks (and a cheaper one)Kerry Wan/ZDNETI'm expecting a good number of new Apple products in 2026, though not all are likely to be announced during the March 4 event.

Also: MacBook Pro vs. MacBook Air: We tested both models, and here's which one to buy in 2026According to the rumor mill, Apple is working on a new budget-friendly MacBook, a new MacBook Air with M5, and MacBook Pro models with M5 Pro and M5 Max.

Studio Display with Mini LED?

4. iPhone 17e gets a modernized lookSabrina Ortiz/ZDNETApple is also poised to release the iPhone 17e, which may feature the Dynamic Island.

While consumers have been widely expecting a touchscreen MacBook from Apple, this isn't expected …

The LG C5 OLED offers stunning picture quality and a sleek, minimalist design for a truly immersive experience. Its latest price is the cherry on top.

In a one-two punch of centibillion-dollar offers, the bidding war for Warner Bros. Discovery is over. David Ellison-owned Paramount will acquire Warner Bros. Discovery. Netflix has lost.

Jack Dorsey has long been an open admirer of Elon Musk. Now, it seems, he may have been taking notes.

Anthropic CEO Dario Amodei said Thursday that he "cannot in good conscience accede" to the Pentagon's demands to give the military unrestricted access to its AI systems.

PayPal may not be in talks to be acquired, sources have told Semafor, after a previous news report that Stripe was sniffing around.

The deal paves the way for Form Energy to raise a new funding round before potentially going public next year.

Mark Zuckerberg was at Prada's fashion week event in Milan, leaving everyone to wonder if we're getting Meta AI glasses under the Prada brand.

The company's modular computer tiles offer a new vision for space data centers.

IDC says phone makers will ship only 1.12 billion smartphones as compared to 1.26 billion last year.

Mistral AI lands a partnership with Accenture, the consultant that has also recently announced partnerships with rivals OpenAI and Anthropic.

Users who are part of the test can type "DM me" or "Message me" in a post or reply to automatically generate a hyperlink that invites others to start a private conversation with them.

Read AI is launching Ada, which can reply with your availability and extract answers from the company knowledge base and the web.

Bumble and other popular dating apps, like Match Group's Tinder and Hinge, have all embraced AI-powered features.

The suit said Walmart mislead drivers about their possible tips and would reduce their base pay, among other things.

Self-driving trucks startup Einride has raised an oversubscribed $113 million PIPE in advance of its SPAC merger scheduled for early 2026.

The U.S. government and its allies said hackers have been exploiting the newly identified bug in Cisco networking gear around the world for years, and urged organizations to patch.

A Greek court has convicted four individuals linked to the marketing of Predator spyware in the wiretapping scandal that shook the country in 2022. The BBC reports: In what became known as "Greece's Watergate," surveillance software called Predator was used to target 87 people -- among them government ministers, senior military officials and journalists. The four who had marketed the software were found guilty by an Athens court of misdemeanours of violating the confidentiality of telephone communications and illegally accessing personal data and conversations. The court sentenced the four defendants to lengthy jail sentences, suspended pending appeal. Although they each face 126 years, onl…

Colorado lawmakers are proposing SB26-051, a bill that would require operating systems to register a user's age bracket and share it with apps via an API. PCMag reports: The bill comes from state Sen. Matt Ball and Rep. Amy Paschal, both Democrats. "The intent is to create thoughtful safeguards for kids online through a privacy-forward framework for age assurance," Ball told PCMag. "Unlike some laws in other states, SB 51 doesn't require users to share personally identifiable information or use facial recognition technology." The legislation also promises to centralize the age check through the OS, rather than mandating that each app enforce their own age-verification mechanism, which can i…

Jack Dorsey's Block is cutting more than 4,000 jobs, or nearly half its workforce, as part of a deliberate shift toward becoming a smaller, "intelligence-native" company built around AI. The Verge reports: "We're not making this decision because we're in trouble," Dorsey says. "Our business is strong. Gross profit continues to grow, we continue to serve more and more customers, and profitability is improving. But something has changed. We're already seeing that the intelligence tools we're creating and using, paired with smaller and flatter teams, are enabling a new way of working which fundamentally changes what it means to build and run a company. And that's accelerating rapidly." Dorsey …

An anonymous reader quotes a report from 404 Media: There's a new agentic AI called Einstein that will, according to its developers, live the life of a student for them. Einstein's website claims that the AI will attend lectures for you, write your papers, and even log into EdTech platforms like Canvas to take tests and participate in discussions. Educators told me that Einstein is just one of many AI tools that can do homework for students, but should be seen as a warning to schools that are increasingly seen by students as a place to gain a diploma and status as opposed to the value of education itself. If an AI can go to school for you what's the point of going to school? For Advait Pali…

Google has launched Nano Banana 2 (Gemini 3.1 Flash Image), a faster, more realistic image generation model that becomes the default across Gemini, Search, Lens, and Flow. TechCrunch reports: The new Nano Banana 2 retains some of the high-fidelity characteristics of the Pro model but produces images faster. The company says you can create images with a resolution ranging from 512px to 4K, in different aspect ratios. Nano Banana 2 can maintain character consistency for up to five characters and fidelity of up to 14 objects in one workflow for better storytelling. Users can also issue complex requests with detailed nuances for image generation, Google says. In addition, users can create media…

New submitter sabbede shares a report from CNN Politics: A sprawling Chinese influence operation -- accidentally revealed by a Chinese law enforcement official's use of ChatGPT -- focused on intimidating Chinese dissidents abroad, including by impersonating US immigration officials, according to a new report from ChatGPT-maker OpenAI. The Chinese law enforcement official used ChatGPT like a diary to document the alleged covert campaign of suppression, OpenAI said. In one instance, Chinese operators allegedly disguised themselves as US immigration officials to warn a US-based Chinese dissident that their public statements had supposedly broken the law, according to the ChatGPT user. In anoth…

Apple's iPhone and iPad running iOS 26 and iPadOS 26 have become the first consumer mobile devices cleared for NATO-restricted classified data. No special software or settings are required. MacRumors reports: Apple's devices are the first and only consumer mobile products that have reached this government certification level after security testing and evaluation by the German government. iPhones and iPads running iOS 26 and iPadOS 26 are now certified for use with classified data in all NATO nations. In an announcement of the security clearance, Apple touted its security features: "Apple designs security into all of its products from the start, ensuring the most sophisticated protections ar…

Mozilla has released Firefox 148 for Windows, macOS and Linux, bringing a new AI Settings section that lets users disable all of the browser's AI-powered features in one click and then selectively re-enable the ones they actually want, such as the local translation tool that works locally rather than in the cloud. The update also patches more than 50 security vulnerabilities -- none known to be under active exploitation -- over half of which Mozilla classifies as high risk, including five sandbox escape flaws and eight use-after-free bugs in the JavaScript engine that could allow code execution. Read more of this story at Slashdot.

Speaking of the Citrini's blog post, which imagines a near-future AI-driven economic collapse, and which ended up help triggering the S&P 500's worst single-day drop in nearly two weeks on Monday, FT Alphaville decided to track how US stock markets have moved on the release days of notable dystopian speculative fiction throughout history. The story adds: You may contend that this is facile. We would agree. You might contend that the comparisons make no sense because it's possible to read a blog post during a single work shift, but it's tricker to complete a whole novel (or sneak out to watch a movie). We would contend: do you really think traders read? Let's begin. The methodology -- tracki…

An anonymous reader shares a report: It might look like something from the early days of the internet, with its aggressively grey color scheme and rectangles nested inside rectangles, but FPDS.gov is one of the most important resources for keeping tabs on what powerful spying tools U.S. government agencies are buying. It includes everything from phone hacking technology, to masses of location data, to more Palantir installations. Or rather, it was an incredible tool and the basis for countless of my own investigations and others. Because on Wednesday, the government shut it down. Its replacement, another site called SAM.gov with Uncle Sam branding, frankly sucks, and makes it demonstrably h…

A fictional memo set in June 2028, published by short seller Citrini Research, wiped roughly $10 billion off Indian IT stocks in a single trading session on February 24 and sent the Nifty IT index down as much as 5.3% -- its worst single-day fall since August 2023 -- on the argument that AI coding agents have collapsed the cost advantage of Indian developers to the price of electricity. The index has shed more than $68 billion in market value in February alone, its worst month since 2003. But the core claim that India's entire $205 billion software export industry rests on cheap labor is roughly 15 years out of date, an analysis argues, custom application maintenance alone accounts for abou…

New York state has filed a lawsuit against Valve alleging that randomized loot boxes in games like Counter-Strike 2, Team Fortress 2, and Dota 2 amount to a form of unregulated gambling, letting users "pay for the chance to win a rare virtual item of significant monetary value." From a report: While many randomized video game loot boxes have drawn attention and regulation from various government bodies in recent years, the New York suit calls out Valve's system specifically for "enabl[ing] users to sell the virtual items they have won, either through its own virtual marketplace, the Steam Community Market, or through third-party marketplaces." The vast majority of Valve's in-game loot boxes…

An anonymous reader shares a report: Burger King is launching an AI chatbot that will live in the headsets used by employees. The voice-enabled chatbot, called "Patty," is part of an overarching BK Assistant platform that will not only assist employees with meal preparation but also evaluate their interactions with customers for "friendliness." Thibault Roux, Burger King's chief digital officer, tells The Verge that the company compiled information from franchisees and guests on how to measure friendliness, resulting in the fast food chain training its AI system to recognize certain words and phrases, such as "welcome to Burger King," "please," and "thank you." Managers can then ask the AI …

HBO Max will be cracking down on password sharing around the world. From a report: The streamer first started cracking down on password sharing in the United States late last August. Subscribers are now able to add an additional out-of-household account for $7.99 a month. Before that August change, Warner Bros. Discovery had been testing for months to determine who may or may not be a "legitimate user," as CEO and President for Warner Bros. Discovery Global Streaming and Games JB Perrette described the plan. On Thursday during the company's fourth quarter earnings call for 2025, WBD revealed that the streaming limitations would be expanding. This news came as part of an answer about which l…

Thick clients were the dominant form of device throughout the PC and mobile era; in an AI world, however, thin clients make much more sense.

I have a new small project: edtext provides text

selection and manipulation functions inspired by the classic ed

text editor.I’ve long used cog to build documentation and HTML

presentations. Cog interpolates text from elsewhere, like source code or

execution output. Often I don’t want the full source file or all of the lines of

output. I want to be able to choose the lines, and sometimes I need to tweak the

lines with a regex to get the results I want.Long ago I wrote my own ad-hoc function to include a

file and over the years it had grown “organically”, to use a positive word. It

had become baroque and confusing. Worse, it still didn’t do all the things I

needed.The old function has 16 arg…

Microsoft got hammered on Wall Street for capacity allocation decisions that were the right ones: the software that wins will use AI to usurp other software.

Давным давно я как-то работал в Крупной Немецкой Компании. Хороший добротный IT-корпорат, всё как по книжке, со своими плюсами-минусами, многим такое нравится.

If hyperscalers and chip companies don't build up a TSMC competitor they are set to forego billions of dollars in revenue and stunt the AI revolution.

На пост меня натолкнула рабочая ситуация: Я написал (будем честны, попросил ллм написать) один скрипт, и некоторые коллеги прореагировали «о, давно о таком мечтаю». И у меня в голове щелкнуло.

Когда я сейчас написал про один промт, я не утрировал, это был реально один промт.

Сейчас простые задачи решаются ллмками достаточно хорошо. Ядро линукса они все еще не напишут, но пропарсить все ресурсные файлы проекта, сгруппировать одинаковые строчки и дать к ним мгновенный поиск — это задача на один промт. И все, что удерживает людей сейчас, от того, что некоторая часть их задач начнет быть проще — рефлексия. Все что нужно — остановиться, и заметить момент «ага, я тут хочу упрощение, которое возмо…

Two testing-related things I found recently.Unified exception testingKacper Borucki blogged about parameterizing exception

testing, and linked to pytest docs and a

StackOverflow answer with similar approaches.The common way to test exceptions is to use

pytest.raises as a context manager, and have

separate tests for the cases that succeed and those that fail. Instead, this

approach lets you unify them.I tweaked it to this, which I think reads nicely:from contextlib import nullcontext as produces import pytest

from pytest import raises @pytest.mark.parametrize( "example_input, result", [ (3, produces(2)), (2, produces(3)), (1, produces(6)), (0, raises(ZeroDivisionError)), ("Hello", raises(Typ…

Я задал один и тот же промт нескольким моделям и вот что вышло

Промт

Прочитай @/llm/PRD.md и сверстай статическую html-страницу about. Укажи в ней все преимущества, придумай как их проиллюстрировать, используй модный современный дизайн Сохрани в файл about-page/{model-name}.html Ориентируйся только на prd, не используй about-страницу.Эксперимент проведен в декабре 2025-январе 2026. Использовался openrouter или облака ллммок. В скриншотах могут быть небольшие артефакты, скриншоты снимал плейрайт, он не умеет в стики-позиции.

Для сравнения дизайн кожаного мешка (меня): https://recipe-scaler.ru/#/about

Gemini 3 pro Grok code fast 1 Minimax 2.1 Minimax 2.1 Minimax 2.1 Minimax 2.1

Тут я просил ш…

Клод код (Claude Code) заботится обо мне и показывает команды на согласования, к сожалению, он делает это без уважения плохо.

Посмотрите на этот апрув: Выполняет трехстрочную шелл-команду с вложенными конструкциями: циклы, условия. Если там где-то будет какая-то ошибка, я её просто не замечу.

Я не специально выбирал, что скриншотить, они все такие: У меня остается два варианта: Как мартышка жать и жать на кнопку «Approve». В итоге вырабатывается привычка, которая не даст мне себя защититить в опасной ситуации. См. принцип «подтверждения не работают».

Один раз апрувнуть тоже не выйдет, потому что эта конкретная трехэтажная команда вряд ли когда-нибудь появится.

Согласитья на YOLO (You Only L…

На новогодние праздники вышли два больших апдейта recipe-scaler

Первый апдейт — публичный профиль и коллекции

Сейчас можно шарить не только рецепты как одну штуку, но и всю коллекцию.

Или выборочно, или прибранные рецепты (с рецептом и фоткой), или вообще все-все-все

https://recipe-scaler.ru/#/public/@/mike.ozornin Интеграция с ИИ-иссистентом

Можно через MCP подключиться к своему ассистенту. У кого-то клод, у кого-то курсор. Пока подглючивает чуток. Но смотрите, какая красота:

The first live sporting event was broadcast in the Vision Pro, and it's a big disappointment. The experience could be amazing, but Apple actively ruins it.

Делал большую фичу, попросил ревью у ИИ. Попросил найти важные моменты во всех областях: безопасность, логика, деплой, производительность и прочее, и прочее.

Опус 4.5 (лучшая на сейчас ЛЛМ в мире) написал: Критикал sql-инъекция. Как оказалось: пользователь сам себе после всех входов и разрешений на свой же запрос получит чуть больше своих же результатов. Опус не написал: Конфиг nginx забыли поправить и ничего не будет работать в целом.

Сервис-воркер (фоновый код в браузерном приложении) блокировал работу новой вещи, перехватывая все обращения на себя.

Кеширование oauth-запросов было настроено некорректно.

Часовые пояса неправильные, посему токен не имел шансов подойти.

Некоторые адреса обра…

AI might replace all of the jobs; that's only a problem if you think that humans will care, but if they care, they will create new jobs.

This morning I shared a link to this site, and the recipient said, “it looks

like a file.” I thought they meant the page was all black and white with no

color. No, they were talking about the URL, which ended with “.html”.This site started almost 24 years ago as

a static site: a pile of .html files created on my machine and uploaded to the

server. The URLs naturally had .html extensions. It was common in web sites of

the time.Over the years, the technology has changed. In 2008, it was still a static

site on the host, but produced with

Django running locally. In 2021, it became a

real Django site on the host.Through all these changes, the URLs remained the same—they still had

the old-fashion…

In my last blog post (A testing conundrum), I described

trying to test my Hasher class which hashes nested data. I couldn’t get

Hypothesis to generate usable data for my test. I wanted to assert that two

equal data items would hash equally, but Hypothesis was finding pairs like

[0] and [False]. These are equal but hash differently because the

hash takes the types into account.In the blog post I said,If I had a schema for the data I would be comparing, I could use it to

steer Hypothesis to generate realistic data. But I don’t have that

schema...I don’t want a fixed schema for the data Hasher would accept, but tests to

compare data generated from the same schema. It shouldn’t compare a list o…

In my last blog post (A testing conundrum), I described

trying to test my Hasher class which hashes nested data. I couldn’t get

Hypothesis to generate usable data for my test. I wanted to assert that two

equal data items would hash equally, but Hypothesis was finding pairs like

[0] and [False]. These are equal but hash differently because the

hash takes the types into account.In the blog post I said,If I had a schema for the data I would be comparing, I could use it to

steer Hypothesis to generate realistic data. But I don’t have that

schema...I don’t want a fixed schema for the data Hasher would accept, but tests to

compare data generated from the same schema. It shouldn’t compare a list o…

The most popular and most important posts on Stratechery in 2025.

Update: I found a solution which I describe in

Generating data shapes with Hypothesis.In coverage.py, I have a class for computing the fingerprint of a data

structure. It’s used to avoid doing duplicate work when re-processing the same

data won’t add to the outcome. It’s designed to work for nested data, and to

canonicalize things like set ordering. The slightly simplified code looks like

this:class Hasher: """Hashes Python data for fingerprinting.""" def __init__(self) -> None: self.hash = hashlib.new("sha3_256") def update(self, v: Any) -> None: """Add `v` to the hash, recursively if needed.""" self.hash.update(str(type(v)).encode("utf-8")) match v: case None: pass case str(): self.hash.u…

In coverage.py, I have a class for computing the fingerprint of a data

structure. It’s used to avoid doing duplicate work when re-processing the same

data won’t add to the outcome. It’s designed to work for nested data, and to

canonicalize things like set ordering. The slightly simplified code looks like

this:class Hasher: """Hashes Python data for fingerprinting.""" def __init__(self) -> None: self.hash = hashlib.new("sha3_256") def update(self, v: Any) -> None: """Add `v` to the hash, recursively if needed.""" self.hash.update(str(type(v)).encode("utf-8")) match v: case None: pass case str(): self.hash.update(v.encode("utf-8")) case bytes(): self.hash.update(v) case int() | float(): self.…

2024, 2023, 2022, 2021, 2020, 2019, 2018, 2017, 2016, 2015, 2014, 2013, 2012, 2011, 2010, 2009, 2008 Нет, Дядя Вострек, не умеешь ты хайпить. Надо было больше пиздеть и меньше делать, а ты наоборот начал — много делаешь и мало пиздишь. А это прямой путь к выгоранию и забвению одновременно...

Необычный год вышел, мда. Я потерял работу и так и не смог найти новую ? или не смог найти сил опять танцевать бинарные деревья на интервью? . Навайбкодил несколько проектов, на некоторые из которых потр…

Netflix is driving the Hollywood end game, likely confident it can increase the value of IP, and fend off YouTube.

Осознал недавно, чем вайб-кодинг в его классическом виде похож на лудоманию и при чем тут дофамин

Что за вайб-кодинг такой

Давайте сначала начнем с определений. Не каждая разработка с ллмкой — вайб-кодинг, но каждый вайб-кодинг — разработка с помощью ллмки.

Вайб-кодингом я буду называть программирование с помощью ллмки, в котором есть вот такие характеристики: Мало изначального планирования. Буквально короткое описание, вкинутое в ллмку и потом разберемся походу.

Попытка сразу попасть в нужную конечную точку. Желательно за одну итерацию.

Значительная часть кода написана ллмкой. Человек в целом не читает весь код, не проверяет его, только смотрит на результат. Архитектура придумана тоже ллмк…

OpenAI and Nvidia are both under threat from Google; I like OpenAI's chances best, but they need an advertising model to beat Google as an Aggregator.

В сайд-бай-сайде вышла следующая версия

Изменения: Человекочитаемые URL для голосований

Было: /v/06b95c10-7688-4106-8e75-762035290c67/

Стало: /v/HairyParrotsPursueRudely/ Улучшение интеграции с Mattermost:

Сайд-бай-сайд сгенерирует превьюшки к уведомлениям в чате.

По окончании голосованию в чате будет итог голосования. Было: Стало: Мелочи: Кликабельные ссылки в описаниях. Ссылки в комментарии станут кликабельными.

На странице голосования теперь тоже показывается количество проголосовавших.

На странице голосований можно прокручивать картинки перетаскиванием мыши

Белый список доменов эл. почты. Можно указать домены, вход с которых будет разрешен.

Драг-н-дропать файлы можно на всю страницу, да…

Today is the publication of the third edition of Autism

Adulthood: Insights and Creative Strategies for a Fulfilling Life. It’s my

wife Susan’s book collecting stories and experiences from

people all along the autism spectrum, from the self-diagnosed to the

profound.The book includes dozens of interviews with autistic adults, their parents,

caregivers, researchers, and professionals. Everyone’s experience of autism is

different. Reading others’ stories and perspectives can give us a glimpse into

other possibilities for ourselves and our loved ones.If you have someone in your life on the spectrum, or are on it yourself, I

guarantee you will find new ways to understand the breadth of what aut…

Today is the publication of the third edition of Autism

Adulthood: Insights and Creative Strategies for a Fulfilling Life. It’s my

wife Susan’s book collecting stories and experiences from

people all along the autism spectrum, from the self-diagnosed to the

profound.The book includes dozens of interviews with autistic adults, their parents,

caregivers, researchers, and professionals. Everyone’s experience of autism is

different. Reading others’ stories and perspectives can give us a glimpse into

other possibilities for ourselves and our loved ones.If you have someone in your life on the spectrum, or are on it yourself, I

guarantee you will find new ways to understand the breadth of what aut…

Robotaxis are poised to further close the delta between suburbs and the city; the city (and Uber) might never recover.

In Why your mock doesn’t work I explained this rule of

mocking:Mock where the object is used, not where it’s

defined.That blog post explained why that rule was important: often a mock doesn’t

work at all if you do it wrong. But in some cases, the mock will work even if

you don’t follow this rule, and then it can break much later. Why?Let’s say you have code like this:# user.py def get_user_settings() -> str: with open(Path("~/settings.json").expanduser()) as f: return json.load(f) def add_two_settings() -> int: settings = get_user_settings() return settings["opt1"] + settings["opt2"] You write a simple test:def test_add_two_settings(): # NOTE: need to create ~/settings.json for this to work…

In Why your mock doesn’t work I explained this rule of

mocking:Mock where the object is used, not where it’s

defined.That blog post explained why that rule was important: often a mock doesn’t

work at all if you do it wrong. But in some cases, the mock will work even if

you don’t follow this rule, and then it can break much later. Why?Let’s say you have code like this:# user.py def get_user_settings(): with open(Path("~/settings.json").expanduser()) as f: return json.load(f) def add_two_settings(): settings = get_user_settings() return settings["opt1"] + settings["opt2"] You write a simple test:def test_add_two_settings(): # NOTE: need to create ~/settings.json for this to work: # {"opt1": 1…

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

See the real-time telemetry for objects in Earth's orbit Discussion | Link

Find healthier groceries while you shop online Discussion | Link

GitHub-powered coworking for developers Discussion | Link

Secure, open-source alternative to OpenClaw Discussion | Link

Simple, fast way to find and try any MCP server. No setup. Discussion | Link

cc: [email protected]. and let your digital twin handle the rest Discussion | Link

Rank and get cited using your expertise Discussion | Link

Fastest cognitive memory for AI Agents Discussion | Link

The next generation of AI image creation is here Discussion | Link

A persistent city where AI agents live, create, and evolve Discussion | Link

Blur your messy desktop to hide it during screen sharing Discussion | Link

Control your Homey smart home from the Mac menu bar Discussion | Link

A lightening fast law firm in your Slack Discussion | Link

Memory infrastructure for AI coding agents Discussion | Link

Personalized 3D models for animated travel stories Discussion | Link

У авиакомпании SalamAir промо-тариф: улететь из Маската в Найроби (или наоборот) можно от 6200 рублей (30 OMR). Для въезда в Кению нужно заранее оформить электронное разрешение (сбор около 30-35 USD с человека). Купить билеты можно на сайте авиакомпании или через trip.com / aviasales.ru (тут немного дороже, но зато принимают российские карты). Маскат — Найроби в декабре за 6200 рублей: Российской картой: […]

Авиакомпания Volotea выкатила билеты за 19 евро. Но можно легко оформить пробную подписку SUPERVOLOTEA на 15 дней и купить их за 9 евро. Обычно подписка на год стоит 60 евро. Лоукостер утверждает, что Вы можете отменить членство в любой момент, но потеряете при этом некоторые привилегии, например, ручную кладь, но сохраните свою скидку на проезд. Главное, не забудьте […]

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

Способы путешествовать почти бесплатно.

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

с 2012 года мы ищем и находим дешевые авиабилеты, отели, туры и круизы.

А вы путешествуете почти бесплатно.

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.

с 2012 года мы ищем и находим дешевые авиабилеты, отели, туры и круизы.

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

с 2012 года мы ищем и находим дешевые авиабилеты, отели, туры и круизы.

А вы путешествуете почти бесплатно.

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.

Сегодня мы решили слепить готовое путешествие из Казани в Индонезию — вышло от 47200 рублей с человека при поездке вдвоем.

Авиакомпания Etihad Airways предлагает билеты из Казани на Бали за 44000 рублей туда-обратно.

Даты полетов: например, 11-24 декабря (проживание с 12 по 24 декабря).

Все варианты на двоих на 12 ночей (рейтинг — выше 7/10)Не забываем настроить сортировку:— самая низкая цена (с учётом налога)— итого (в т.ч.

Первый отель — 3200 рублей на человека / 6400 рублей на двоих:Второй отель — 4700 рублей на человека / 9400 рублей на двоих:Третий отель — 5300 рублей на человека / 10600 рублей на двоих:Другие даты перелетов:4-17 декабря7-22 декабря

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.

с 2012 года мы ищем и находим дешевые авиабилеты, отели, туры и круизы.

А вы путешествуете почти бесплатно.

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.

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.

Азербайджанские Авиалинии снизили цены ноябрь-март: взять из Москвы, Питера и Екб в ОАЭ, Израиль, Таджикистан, Саудовскую Аравию, Индию и на Мальдивы можно со скидками.

Билеты берем через сервис aviasales.ru (тут дешевле всего).

Москва — Душанбе — Москва:Москва — Даммам — Москва:Москва — Дубай — Москва:Москва — Тель-Авив — Москва:Москва — Дели — Москва:Москва — Мумбаи — Москва:Москва — Мале — Москва в ноябре:Москва — Мале — Москва в январе:Москва — Мале — Москва в феврале:Москва — Мале — Москва в марте:Питер — Душанбе — Питер:Питер — Даммам — Питер:Питер — Дубай — Питер:Питер — Тель-Авив — Питер:Питер — Дели — Питер:Питер — Мумбаи — Питер:Питер — Мале — Питер в ноябре-декабре:Питер — Мале —…

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.

Morlaix is a medieval market town in Brittany. The Old Quarter has many half-timbered buildings overhanging the narrow cobbled streets. The last thing you expect to see in such a quaint medieval town is modern street art. Huge, beautiful murals have been painted on the sides of ramshackle old buildings and modern blocks of flats. Some overlook ancient thoroughfares and others busy car-parks.

The art has been created by a number of artists and tours are available to see them all, however on any walk around the town centre you will discover unexpected colourful surprises.

The Poolsmoor prison is a decades old maximum-security prison that hosted a variety of people, including Nelson Mandela after his release from Robben Island. With over 7000 inmates it does not appear in most people's travel itinerary, but perhaps surprisingly it should because it hosts an (in)famous restaurant called Pollsmoor Restaurant "Idlanathi" (or Zulu for "come eat with us"). The restaurant, which is open for breakfast and lunch, is not only special for its location but also for the staff, as it is fully run by inmates close to the end of their sentence, with the idea to provide them with useful skills for functioning in the outside world. There are also guards nearby so there is vir…

Four outer walls remain of this beautiful church which has lost its roof and been taken over by nature. Part of the structure dates back to 1086 and was one of two local churches registered in the Domesday Book. Over time it was too costly to maintain both churches and this one was decaying and at risk of falling.

In 1947, vibrations from a low-flying aircraft caused the tower to collapse. The church fell into further disrepair after this.

Watching the Olympic Games, it may often feel like they are as much about pomp and ceremony as they are about sports. The International Olymic Committee (IOC) has a long list of protocols that need to take place during opening and closing ceremonies, the playing of the Olympic and National Anthems and lighting of the flame, for example; and medal ceremonies have similar requirements. Looking at the Games of the 21st century, it becomes clear that many of these traditions have their origins in the birth of the modern Games in 1896 Europe, a context of chivalrous ideals marred by racist notions of superiority; while other traditions can be traced further back to the original games in Ancient …

There is one major international airport within the limits of Mexico City, and it is known by many names. The official full name is Aeropuerto Internacional Benito Juárez, after the country's president from 1858 and 1872, who became one of the most influential figures in its history. Shorter versions include AICM (Aeropuerto Internacional de la Ciudad de México, or Mexico City International Airport) and its three-letter code MEX. The first airport operations at this site began in 1915, becoming international by 1943, and considered to be at capacity since 2014. The airport has had many expansions and renovations, although is unlikely to be able to grow any more as it is practially surrounde…

It really makes you stop and look twice as it is very out of place it's almost comical when you see it. It sits in a quiet park on the edge of the even quieter commune of Soing-Cubry-Charentenay. It was built in 1992 by local volunteers for the EuroSaône festival and weighs about 2.5 tonnes of iron.

Hidden within the post-industrial landscape of Ruda Śląska, the blast furnace of the former Huta Pokój is one of the most striking surviving examples of heavy industry architecture in southern Poland. Rising above its surroundings with an almost cathedral-like presence, the structure reflects the immense scale and ambition of 19th- and 20th-century metallurgy in Upper Silesia.

Huta Pokój was founded in the mid-19th century and quickly became a key component of the region’s rapidly expanding iron and steel industry. Fueled by nearby coal mines and supported by an extensive railway network, the facility played a crucial role in supplying steel for infrastructure, machinery, and wartime produc…

Eric Arthur Blair, who would later become known to the world as the political writer George Orwell, was born to a "lower-upper-middle class" English family not in England, but on the other side of the world in Motihari, India in 1903. His father was working as an opium agent in the British Indian civil service, in charge of the lucrative and now illegal drug that was exported to China. His mother, of French descent, was born in a business family in British Burma.

Although Orwell spent little time in India, leaving for England when he was just one year old, he would later end up working in neighboring Burma as a civil servant himself. His subsequent understanding of colonialism in Asia would…

James Turrell’s first public artwork located in the mountains, offers other worldly sunset and sunrise shows. The installation, much like all of his work, plays with out perfection of light and the sky. On rainy and snowy days the roof closes and a closed roof show takes its place. A unique and beautiful art piece, set in a stunning Colorado mountain town known for its public art installations.

A small island, situated on the equator, with temperatures averaging nearly 30°C; the last thing on most people’s minds? A hot spring. To the surprise of tourists and even locals, hidden in the northern jungles of Singapore is Sembawang Hot Spring Park. In its prime, it was known for its “mystic” powers, true or not; many flocked to use it. Despite having multiple renovations over the years, it still retains its Kampong rustic charm!

In the early 20th century, Sembawang was just a dense forest. Perfect for cultivating crops like pepper, coconut, and rubber. A Chinese merchant, Seah Eng Keong, followed in the footsteps of his famous father, Seah Eu Chin, a successful owner of plantations. Ke…

Despite the name’s culinary connotations, Hamburger SV is one of Germany’s most storied football (or soccer) clubs. Just steps from its home stadium, the Volksparkstadion, it has a dedicated fan burial ground. The site grew out of repeated requests from supporters who wanted their ashes scattered on the pitch, often beneath the penalty spot. As this is illegal in Germany, the idea of offering burial plots near the stadium emerged instead.

Opened in 2008 on a section of a larger Hamburg cemetery, the site was reportedly the first of its kind in Europe. It is shaped like a curved football stand across three ascending levels, with a concrete goal marking the entrance, pitch turf underfoot, and…

Munich-based Ark Climate, a software company that offers an end to end solution for municipal climate action, has raised €2.1 million in a pre-Seed round to grow their team, expand their presence in the German market and develop advanced emission data and AI models. The round was led by the Climate Tech VC Satgana, joined […]

The post German municipalities could cut 100 million tonnes of CO2e – Ark Climate raises €2.1 million to support local action appeared first on EU-Startups.

Frankfurt-based Oska Health, a hybrid care provider combining personal health coaches with AI, has raised €11 million in Seed funding to scale its continuous care model for high-risk, chronically ill patients. The round is led by Capricorn Partners and SwissHealth Ventures, with participation from Revent, Calm Storm, LBBW Venture Capital, BMH, GoHub Ventures, and Aurum […]

The post With half of chronically ill patients failing to take medication correctly, Oska Health secures €11 million for personal health app appeared first on EU-Startups.

CommonAI has announced the UK’s Advanced Research and Invention Agency (ARIA) as its newest member, supported by an initial €18 million (£16 million) grant (part of a total €57 million (£50 million) commitment) that will focus on developing the UK’s scaling inference capability. The platform was originally launched by Anthemis and Cambridge AI Venture Partners […]

The post UK’s ARIA joins CommonAI with €18 million grant to strengthen AI compute delivery appeared first on EU-Startups.

This week on the EU-Startups podcast, we sit down with Enrico Giacomelli, Founder and Chairman of Namirial, one of Europe’s leading Digital Transaction Management and Qualified Trust Service Provider (QTSP) groups. From a small Italian software house to a pan-European digital trust leader valued at approximately €1.1 billion, Namirial’s journey reflects steady growth and strategic […]

The post The EU-Startups Podcast | Interview with Enrico Giacomelli the Founder and Chairman of Namirial appeared first on EU-Startups.

Seraphim Space, a London-based SpaceTech investment group, today announces the latest closing of its oversubscribed early-stage venture fund to support ventures at the Seed and Series A stage – exceeding its previous €84 million ($100 million) target. Investors include the British Business Bank (BBB), and the National Security Strategic Investment Fund (NSSIF). Alongside new strategic […]

The post Seraphim Space surpasses €84 million target with latest close of early-stage SpaceTech fund appeared first on EU-Startups.

We are excited to announce that Dimitris Vassos, Chief Executive Officer and Co-founder of Omilia, will join the speaker line-up at the EU-Startups Summit 2026 on May 7-8 in sunny Malta. Founded in 2002, Omilia is one of the most advanced Voice AI and Agentic CX platforms globally, enabling enterprises to deliver seamless, human-like customer […]

The post Dimitris Vassos, Co-founder and CEO of Omilia joins the speaker line-up at the EU-Startups Summit 2026! appeared first on EU-Startups.

Alpa, a London-based hospitality-focused FinTech startup, today announced that it has raised €2.9 million ($3.5 million) in its pre-Seed funding round to strengthen its core product and engineering capabilities. The round was led by Daphni, with participation from True Capital, 2100 Ventures, Firedrop, Oprtrs Club, Kima Ventures, and Sonorcap. A group of hospitality and tech […]

The post Taster founder’s UK FinTech startup Alpa raises €2.9 million to build the financial operating system for hospitality appeared first on EU-Startups.

Foodforecast, a Cologne-based AI FoodTech startup specialising in demand and production forecasting for ultra-fresh food supply chains, today announced that it has secured €8 million in Series A funding to fuel international growth and enterprise-ready expansion. The round was co-led by SHIFT Invest and ECBF, with participation from existing investors Future Food Fund and Aeronaut […]

The post German AI FoodTech startup Foodforecast raises €8 million to tackle ultra-fresh food wastage appeared first on EU-Startups.

Dwelly, a London-based property management platform acquiring and digitising independent letting agencies, has secured over €79.3 million (£69 million) in combined equity and debt funding to accelerate its expansion across the UK. The raise includes a €36.8 million equity round led by General Catalyst, with participation from Begin Capital and S16VC, alongside a €42.55 million […]

The post London-based Dwelly secures over €79.3 million to scale AI-driven rental marketplace appeared first on EU-Startups.

Following up on our country deep-dive series, we now turn to the Netherlands, one of Europe’s most internationally oriented startup ecosystems. Known for its strength in sustainability, fintech, deeptech, and enterprise software, the country combines strong research institutions with a pragmatic, commercially driven founder culture. While Amsterdam remains the dominant startup hub, innovation is clearly […]

The post 10 of the most promising Netherlands-based startups to keep an eye on in 2026 appeared first on EU-Startups.

BeyondMath, a London-based DeepTech company developing a generative physics model, has closed a €8.4 million ($10 million) Seed extension to double its headcount in 2026 and expand globally while increasing its research capacity. The extension was led by Cambridge Innovation Capital, alongside existing investors including UP.Partners, Insight Partners, and InMotion Ventures. This closes the Seed […]

The post UK DeepTech startup BeyondMath raises €8.4 million to expand generative physics research appeared first on EU-Startups.

Wayve, a UK leader in embodied AI for autonomous driving, today announced it has raised €1 billion ($1.2 billion) in a Series D investment round, bringing its post-money valuation to €7.2 billion ($8.6 billion) in order to shift from AI research leadership to scaled commercial deployment of its end-to-end AI platform. The round was led […]

The post Wayve rockets to €7.2 billion valuation with €1 billion Series D bet on AI-driven autonomy – backing from Uber and Microsoft appeared first on EU-Startups.

Allica Bank, a British digital bank for SMBs that provides a proprietary full stack technology, has announced a €131 million ($155 million) Series D capital raise as it targets 10% market penetration in the UK by 2028. The round was raised with investements from Ventura Capital, GLG , Sona AM and existing investors TCV and […]

The post London’s Allica Bank targets 10% UK SMB market share by 2028 after €131 million raise appeared first on EU-Startups.

Ask any founder what they spend their time on, and recruiting will be near the top of the list. What they rarely mention is how much of that time goes to activities that do not actually move the needle. The data backs this up. According to research cited by Harvard Business Review, founders spend around […]

The post The founder time trap: Why your best hours are disappearing into hiring appeared first on EU-Startups.

ChatGPT developer OpenAI is to make London its largest research hub outside of its San Francisco headquarters, it announced today, signifying a vote of confidence in the city. The US AI frontier lab, ...

FlyFocus, a Poland-based defence technology companyspecialising in unmanned aerial systems (UAS) and avionics, has raised €4.5million in a funding round led by ffVC, with participation from the NCBRIn...

Ukraine offers a rare combination: deep technical talent, a startup ecosystem tested under extreme conditions, digital-first public infrastructure, supportive regulation, and urgent national demand th...

In 2025, European tech investment reached €72 billion,making it the second-strongest year of the past three. Within this landscape,the Netherlands ranked fourth, behind the UK, Germany, and France, wi...

French AI startup Mistral has struck a multi-year deal with consulting giant Accenture to help companies deploy AI technology and customise their AI offering. The deal comes as AI companies like Mistr...

Following our previous announcements, we are excited to unveil a new group of confirmed speakers for the Tech.eu Summit London 2026. The Tech.eu Summit London 2026 will take place on 21–22 April 2026...

Fusion energy company Proxima Fusion has signed an agreement with the Free State of Bavaria, RWE, and Max Planck Institute for Plasma Physics (IPP) to put the world’s first commercial stellarator fusi...

A UK AI infrastructure startup founded by Cambridge neuroscientists offering a counter view to the “monoculture” that believes superintelligence will come from a single “God-like” AI model running on ...

Oska Health, a hybrid careprovider combining personal health coaches with AI, has raised €11 million in seed funding to scale its continuous care model for high-risk, chronically illpatients. The roun...

Founders House has officially launched in Helsinki, bringing a highly successful Swedish “founder factory” to Finland. Founders House Helsinki is a highly selective workspace and community for Finla...

London-based Alpa has raised $3.5 million in a pre-seedround led by Daphni, with participation from True Capital, 2100 Ventures,Firedrop, Oprtrs Club, Kima Ventures, and Sonorcap. Angel investors incl...

YOU(th) Health Tech, a digital health company focused onexpanding preventive care globally, has announced $4.5 million in funding. Theround was led by Callisto Health, with participation from caesar.,...

London-basedKinfolk, an AI-native HR workforce operations platform, has raised a $7.2million seed round led by AlbionVC, with participation from PROfounders Capitaland existing investors Ascension and...

London-basedSolveAI, a platform that enables employees to build compliant enterprisesoftware without writing code, has raised a $45 million Series A led by GValongside a previously undisclosed $5 mill...

Get ready to feel old. According to a recent report, the average age of AI unicorn founders dropped from 40 in 2020 to 29 in 2024. And the trend continues. It’s been called a “youthquake,” shaking up ...

EU lawmakers found their government-issued devices were blocked from using the baked-in AI tools, amid fears that sensitive information could turn up on the U.S. servers of AI companies.

An alleged ransomware attack has taken down the systems of the Sapienza University of Rome.

The Irish government announced that it wants to pass a law that would grant police more surveillance powers, such as using spyware to fight serious crime, while aiming to protect the privacy rights of its citizens.

Europe's startup market hasn't produced meaningful numbers but there is reason to believe the data will start to change.

Apple is adding renewable power to offset customer charging and support its operations, including third-party manufacturing in China.

Four major European airports in Berlin, Brussels, Dublin, and London continue to have flight delays due to a cyberattack on Collins Aerospace, a provider of check-in systems.

A cyberattack targeting Collins Aerospace, a provider of airport check-in systems, sparked delays and disrupted flights across Europe over the weekend.

Dawn Capital’s latest partner, Shamillah Bankiya, stopped by Equity this week to talk about the European landscape and the biggest misconceptions Americans have about the European startup world.

Europe’s startup scene is having a moment, with European unicorns multiplying and American VCs setting up shop across the pond. But while European funding dominates the early stages, late-stage capital still flows primarily from the U.S. So what does this mean for European founders, and how is the continent carving out its own identity in […]

The companies want to launch the robotaxi services in Germany and the U.K. first, pending regulatory approval.

Europe’s fintech darling Revolut is looking to raise a new funding round that would give it a $65 billion valuation, the Financial Times reports. The UK-based company is reportedly in talks to raise around $1 billion by issuing new shares and selling existing ones. The US-based firm Greenoaks is said to be leading the round, […]

The confirmation of two hacked victims further deepens an ongoing spyware scandal that, for now, appears largely focused on the Italian government.

The Italian government claims that accepting Paragon’s help would have compromised national security and classified information.

All Thibault Launay and his wife Simi wanted nearly five years ago was to build a dream home in Portugal, where they both now live. But what they encountered instead was a broken system. “Fourteen months of delays, 20% budget overruns, and endless stress managing over 10 subcontractors,” Thibault recalled. They bought the land in […]

This week on StrictlyVC Download, Strictly VC’s Alex Gove speaks with Eric Slesinger from 201 Ventures, a firm focused on seed-stage defense tech startups in Europe. They discuss Slesinger’s journey from CIA to investor and how he recognized the untapped potential in European defense tech while others were dismissive. They also chat about how he’s […]