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931 articles conservés pour « ai »
Reuters reported it yesterday. One operator, 23 hours per intrusion, $5,000 in tokens. Offensive security just got industrialized. I found it because it had no login. Not a vulnerability. Not a misconfigured S3 bucket. A control panel for an AI agent platform called Cairn, just…
A few weeks ago I was reading the source of Prism , the Laravel package for talking to LLM providers. It has ten provider integrations side by side: OpenAI, Anthropic, Groq, Mistral, DeepSeek and so on. Each one has a ToolMap.php that turns your tool definitions into whatever…
The flaky test was the kind that everyone on the team had learned to rerun. it('replays the event into the read model', async () => { await bus.publish(event); const view = await readmodel.byId(event.aggregateId); expect(view.count).toBe(1); }); It failed maybe one run in twenty…
One person works across a design file, a product roadmap, and a code editor at a single desk, with their badge face down beside the keyboard. AI assisted, steampunk style. Exposure to artificial intelligence runs through the tasks you do each week, not the role on your badge.…
We are moving away from an era where AI merely answers questions and entering an era where AI takes action. But as autonomous agents begin buying services, subscribing to APIs, and handling transactions on our behalf, a massive engineering challenge arises: How do we securely…
Anthropic is reportedly struggling to secure enough compute from cloud providers that increasingly view it as a competitor, even as its infrastructure spending balloons ahead of a planned November IPO.
OpenAI has introduced a new "locked chats" feature to protect users' more sensitive conversations with ChatGPT.
A lawsuit brought by the OpenAI CEO's sister was dismissed after Anne Altman refused a medical exam.
SpaceX hit profitability in the third quarter, with net income of $4.4 billion. AI was the engine.
OpenAI says it's adding Orchestra's team and technology to work on Rosalind, its AI model for life sciences research, and to its related Rosalind Workbench tool, a harness that aims to help researchers plan experiments and analyze results.
Hoping to quell criticism, Meta has dropped the word “train” from its “streamlined” commercial terms of service that kick in on October 30. Last week, Meta faced backlash after legal experts warned that the tech giant’s sweeping new commercial terms of service seemed to give…
AI Boom Sparks Unprecedented Nuclear Restart: 2.25 GW of Clean Power for Data Centers In a significant move highlighting the surging power demands of AI development, three previously decommissioned nuclear reactors have been recommissioned in the US. This decision, backed by…
What is a Podcast Intro Generator? If you’ve ever launched a new show, you’ll know the first 30‑second hook is everything. A polished, brand‑consistent intro sets the tone, tells listeners what to expect, and can even boost discoverability. Building a “Podcast Intro Generator”…
Google kicked off 2026 with the addition of Personal Intelligence to Gemini, allowing its AI to pull in more of your data to formulate answers. It started as a paid feature but eventually came to all Gemini users. However, this feature wasn't available in the car until now.…
In the coming months, the feature will also roll out to cars with Google built-in.
A GEO audit asks one thing of a web page: can ChatGPT search, Google AI Overviews, Copilot and Perplexity reach it, understand it and quote it? Most of the answer needs a human. Whether the opening two sentences actually answer the question is a judgment call. About a third of…
If you've spotted utm_source=chatgpt.com in your analytics or your access logs, you've found the people ChatGPT sends you. The useful next question is where they land, and on most small business sites we measured, the answer isn't mainly the homepage. We build LovedByAI , a…
Claude Code writes code that works. Builds, tests pass, CI green. Then a human reads it. IList<T> on a Kafka message. Compiles, serializes, consumer can't deserialize an interface. Kafka has no opinion on your abstractions. List<T> . Variable named result . In a codebase where…
My latest vibe coded game experiment is a Command & Conquer style RTS (Real Time Strategy) game called Battle Drones ( play it here ). Unlike my previous experiments , this one is actually fun to play . I'm somewhat embarrassed to admit that I got there by telling Claude to…
Google has joined Amazon in releasing a developer tool that makes it easy for PyTorch users to move their apps off Nvidia GPUs.
The company says the feature is designed for situations where users might be discussing something personal or planning a surprise and want to keep those conversations private when handing their device to friends or family to show them something in another chat.
We were on call when the primary started rejecting connections. Dashboards lit up, the runbook said to drain the failing pods, and the Kubernetes liveness check said everything was fine. It kept sending users to a pod that could not complete a single write. The reason was boring…
Have Claude Everywhere You Need It CLAUDE.md is how Claude Code finds instructions. At launch, Claude Code walks up the directory tree from your current working directory and loads every CLAUDE.md along the way. Run it in foo/bar/ and it loads both foo/bar/CLAUDE.md and…
Can AI Agents Safely Access Your Accounting Firm's Data? 9 Actions Counted, 0 Deletes Financial Cents' answer, shipped today, is the strongest vendor gate in this series so far: confirm before any change, and deletes removed from the tool list entirely. Financial Cents launched…
While building RAG pipelines and autonomous AI agents in India, I kept hitting the same three walls with US-hosted vector databases: 200ms+ Network Latency: Every vector search from India to us-east-1 adds ~200ms of round-trip latency before the LLM even starts generating.…
Ukraine’s unprecedented drone rescue of a wounded soldier from the battlefield has shown once again how battlefield necessity can spur innovation. The operation was revealed just days after separate Ukrainian drones designed for casualty evacuation were deployed for frontline…
I still reconcile my credit-card spending manually across several spreadsheets. The calculations and automation I've added help, but it's still painful to do every month. That's the reason for dot-finance . I want an application that imports transactions, works out how much…
I gave DeepSeek V3 forty chances to find a profitable trading strategy. A simple heuristic found +52% net. The LLM's early proposals lost money. After fixing three silent bugs the agent surfaced, it improved — then optimized its way to +123.7%, a number that didn't survive…
Originally published on The Daily Flare . KEY TAKEAWAYS Neuromorphic computing replaces conventional number-crunching with brain-inspired spiking neural networks that use energy only when neurons fire, slashing AI inference power. The most advanced systems by 2026 are Intel’s…
State intervention has entered the cap table of frontier model development. In recent disclosures from industrial ministries and regulatory filings, sovereign investment vehicles have begun writing direct equity checks into domestic foundation model developers. China's…
Meta says it paused a Muse feature that lets you share conversations with the AI assistant after researchers found the URLs publicly available on the web, as reported by Ars Technica . In a report published this week , researchers at the security firm Claroc say they found more…
Eric Schmidt’s fortune is about to get even bigger.
In copyright lawsuits over AI training, Meta has spent weeks blaming staff for downloading torrents. The company has now been ordered to name executives who authorized decisions to pirate books from shadow libraries like Anna’s Archive and LibGen, TorrentFreak reported . In a…
New data also shows Muse is retaining users at higher rates than its AI rivals.
A search today turned up six trademark MCP servers I had not seen before. Search is the easy part now. Anyone with the USPTO bulk files can put a search tool behind an endpoint in a weekend. Watching is the part that is not easy. I work on the monitoring side at IP Defender, so…
Meet Orbiq — a lightweight 3D radial launcher for Windows that replaces the Start menu. The Start menu is a flat, crowded list. Orbiq is a spinning 3D dial you summon with a hotkey: one click to launch, one click to dismiss. Apps orbit the nucleus at a glance, so your most-used…
Same model, same fourteen days of Paris weather, same holdout. The only thing I changed between these two rows was how much history I handed it: Timestral-209M, context = one summer (158 days) MAE 6.489 80% band covered the truth 43% of the time Timestral-209M, context = three…
DeepSeek-V4.1-Flash has 763 billion parameters. Quantized to Q2_K it is still 264.5 GB, and one RTX PRO 6000 Blackwell has 96 GB of VRAM. We published deepseek-one-gpu , an open source engine that serves it from that one card plus the server's RAM as an OpenAI-compatible API.…
It’s the moment everyone is waiting for — the ChatGPT moment for robotics, Amulya Vishwanath explained to TechCrunch’s Equity.
Electric Plant has built an AI-powered translator to help humans listen to what plants are saying with the subtle electricity coursing through their stems.
A Mac with at least 36GB of RAM can now run Perplexity AI workflows locally.
Every time we query a cloud-based LLM with proprietary documents, there’s a quiet compromise on data privacy. What if you could run a fully private, offline Document Q&A system directly on your local machine—powered by open-source models—with zero API costs? In this guide, we’ll…
Ollama, vLLM & Private LLMs: Routing Self-Hosted Models Next to Your Cloud Keys You have OpenAI, Anthropic, and Gemini keys in your app — and a cheap Ollama box in the corner. Telling the router to treat them all as first-class citizens is the whole trick. The most common…
How I Cut Long-Chat Token Bills by 85–95% With Semantic Context Compression A practical engineering post on semantic context compression for LLM agents — why "sliding window" truncation breaks agents, how a router detects the threshold, and what a good restore point looks like.…
The European Commission and the High Representative have published a new long-term Arctic strategy that places critical infrastructure resilience at the centre of Europe’s northern policy. Europe’s Northern Neighbourhood: A New Strategy for the Arctic , published on October 20,…
AI agents are already transacting with minimal human oversight — paying for APIs, trading, tipping, and settling with each other. The missing piece is accountability: a public, tamper-evident record of what each agent actually did. iBird provides that by settling every agent…
Spotify says it has removed more than 50 million songs considered AI-generated slop or spam from user recommendations over the past year. That's according to an announcement on Tuesday that says Spotify has also made changes to its recommendation system to highlight more music…
Figma said it plans to support as many standards as possible without exposing all of its data.
TL;DR On September 10, 2026, Anthropic published "Detecting and countering misuse of AI: September 2026," its fourth threat-intelligence report, covering operations its team disrupted between December 2025 and August 2026 across seven harm areas, with a downloadable IOC set. The…
I am the founder of PromptUnit. This post first appeared on the PromptUnit blog , where it is kept up to date. If your OpenAI API cost feels too high, it usually is, and the fix is rarely "switch providers." OpenAI's current GPT-6 lineup alone spans a 100x price range: GPT-6…