Software, APIs, and things you can use
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Today's board is about everything that happens around the code — the agent that remembers you, the reference library it reads before it writes, the diagram it draws to prove its work, the patent paperwork it files, and the model it runs locally when the API bill gets annoying.
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AMD used its IFA 2026 keynote in Berlin to take a direct swing at Nvidia's DGX Station, and the pitch was unusually blunt about what the fight is actually over: memory. AMD unveiled the Threadripper Halo Station, a deskside workstation that pairs a 96-core Threadripper PRO 9995WX
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An embedding is a list of numbers that represents the meaning of something — a word, a sentence, a photo, a song — so a computer can compare meanings using arithmetic. The rule is simple and surprisingly powerful: things that mean similar things get similar lists of numbers. That's the
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Two stories that meet on the same question: what machines can now do on their own, and how badly the telling of it gets mangled on the way to your feed. A 130-digit prime posted to X early Thursday ends a 35-year run for RSA-260, the largest
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Two releases this week attack the same blind spot: almost everything we can measure about AI infrastructure was built for training, and almost all the money is now being spent on inference. MLCommons shipped MLPerf Storage v3.0, and the headline is that the suite now tests inference workloads. Alongside
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GitHub is shipping a new way of building coding agents: instead of picking one model and hoping it holds, its Copilot runtime now drafts, critiques, and escalates between models on the fly. The first benchmark numbers suggest the orchestration is doing real work, not just splitting the bill. GitHub'
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If you've ever wondered why an LLM feels slow to type out long answers — or why Nvidia's engineers spent a September 2026 blog post telling model designers how many attention groups to use — the answer is a technique called speculative decoding. Speculative decoding is an inference
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Lenovo unveiled the first laptops built on Nvidia's RTX Spark platform at IFA 2026 in Berlin, and a Chinese robotics lab showed how to keep training a policy while the robot is still working — two stories that point at the same shift: AI is moving off the cloud
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OpenAI's Daybreak models now sit inside two very different products that shipped within hours of each other. Cloudflare is putting them to work patching vulnerabilities at the network edge; Proofpoint is using them to run investigations. Neither one is allowed to act alone. Cloudflare launched Vulnerability Discovery and
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When a coding agent decides your app needs a database, a payment processor or an email service, it usually picks one and installs it without asking. A new study set out to learn which vendor wins that moment — and the honest answer is that no one reliably does. Armature ran
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Two of today's stories point the same direction — the work is moving off someone else's server. Nvidia wants the spare machines on your network doing it, Google wants you talking to your inbox instead of typing at it, and a separate team quietly finished the largest
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Three of the biggest consumer AI products broke on the same morning, and nobody could say why. Between 9:30 and 11AM ET, Grok, Claude, and ChatGPT all started throwing errors — a rare simultaneous failure across rival labs that share almost no infrastructure. Grok went first at 9:30AM ET,