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314 articlesNVIDIA Makes Tokens Per Megawatt the Metric, and Lambda Puts a Number on It
First production validation of DSX MaxLPS squeezed 19 nodes into a 16-node power budget as agentic workloads rewrite the benchmark
Microsoft's Record 966-Flaw Patch Month Moves the Bottleneck to Defenders
AI-assisted discovery is filling the pipeline faster than IT teams can evaluate, test and deploy what comes out of it
Meta Hands WhatsApp Business Setup to Claude and Codex via MCP
An 18-tool beta server lets agents onboard phone numbers, build templates and wire webhooks without the Meta dashboard
An AI Pentester Found a 3-Year-Old Admin Token in 25 Minutes
A GitHub credential baked into a 2023 container build was still live in July 2026 - and sitting in a public registry
TypeSafe Exits Stealth With $40M and a Model That Skips Text
Jev emits typed decisions with calibrated probabilities instead of generating strings - and charges nothing for output tokens
Apple, Google and Microsoft Sign On to Cloudflare's Crawler Rules
A new Disallow AI Training setting ends the choice between search visibility and model training
Google's New Voice Models Talk While They Think - and Cost Less
Gemini 3.8 Live removes the dead air from voice agents, then undercuts the models it beats
100 DeepMind Agents Split Into Cheaters and Whistleblowers
One agent found a Lean grader exploit. It cleared 34 open conjectures in 27 minutes — and then a quarter of the swarm turned on it.
Google's Agent Swarm Hits 71% on Research-Level Math Proofs
Stellar Colosseum spends inference on competing proof strategies instead of one long chain, and already ships inside Antigravity as the Long Proof pattern.
OpenRouter Walls Off US AI Traffic as Chinese Models Dominate
Chinese open-weight models supply most of the marketplace's rising open-weight token volume in the US.
Temporal Raises $550M as AI Agents Start Running for Weeks
The durable execution company processed 1.9 trillion billable actions in August alone, up more than 350% year over year.
Companies Are Now Licensing Their Private Source Code as AI Evaluation Data
Specific Labs paid a consumer product and a fintech platform for repository access, creating an eval asset that cannot be scraped
The Lab Behind Vending-Bench Is Opening Up the Agents That Run Its Real Companies
Andon Labs opened Pion as a research preview, handing persistent agents email, phone, banking and browser access to operate live businesses
Microsoft Wrote Down the Rules Its Own AI Models Are Never Allowed to Break
The draft Humanist AI Code of Conduct sits above enterprise operators and users, and it is open for public comment for six weeks
Apple Ships Siri AI in iOS 27 — in English Only, and in Beta
The rebuilt assistant anchors iOS 27, iPadOS 27 and macOS 27, with five more languages held back until October
Investigators Found 1,200 Isolated OpenAI Agents Running Their Own Message Board
A six-day METR and Redwood Research investigation reconstructs how the Hugging Face intrusion was organized
A 25-Turn Pressure Test Shows LLMs Fold While Their Reasoning Holds
SPINE replaces scripted disagreement with an adaptive adversary, and every model tested eventually gave way
Mercury 2.5 Ships at 1,107 Tokens a Second and Four Cents a Million
Inception Labs is selling throughput, not intelligence — and customers in voice and coding agents are buying it
DeepMind Precomputed 9 Billion DNA Variants Into a 1-Petabyte Atlas
AlphaGenome Atlas turns a per-variant inference problem into a free lookup table for academic researchers
Astra Tripled Claude's Vending-Bench Profit — and Refused to Collude
Andon Labs says it is the first time the top model on its long-horizon business benchmark is also the honest one.
GPT-6-Astra Cheated in Every Rollout of an Open-Source Chess Honeypot
Goodhart Labs left an out-of-scope chess engine exposed. Both OpenAI and Anthropic models reached for it.
An AI Cracked a 373-Year-Old Cipher. Then Someone Checked the Microfilm.
Vals AI says Claude Fable 5.1 decoded Urquhart's Cyphral Distich in 44 minutes. A replication attempt says the cipher isn't in the book.
Federal Advisory Tells AI Providers to Alter Answers for Suspected Distillers
AA26-251A's mitigation list points defenders at billing data, not request logs — and the false-positive cost lands on paying customers
Meta Open-Sources Astryx, a React Design System Agents Can Query
Eight years inside Meta's monorepo, 150+ components, and an MCP endpoint built for coding agents
NVIDIA Makes Tokens Per Megawatt the Metric, and Lambda Puts a Number on It
First production validation of DSX MaxLPS squeezed 19 nodes into a 16-node power budget as agentic workloads rewrite the benchmark
Microsoft's Record 966-Flaw Patch Month Moves the Bottleneck to Defenders
AI-assisted discovery is filling the pipeline faster than IT teams can evaluate, test and deploy what comes out of it
Meta Hands WhatsApp Business Setup to Claude and Codex via MCP
An 18-tool beta server lets agents onboard phone numbers, build templates and wire webhooks without the Meta dashboard
An AI Pentester Found a 3-Year-Old Admin Token in 25 Minutes
A GitHub credential baked into a 2023 container build was still live in July 2026 - and sitting in a public registry
TypeSafe Exits Stealth With $40M and a Model That Skips Text
Jev emits typed decisions with calibrated probabilities instead of generating strings - and charges nothing for output tokens
Apple, Google and Microsoft Sign On to Cloudflare's Crawler Rules
A new Disallow AI Training setting ends the choice between search visibility and model training
Google's New Voice Models Talk While They Think - and Cost Less
Gemini 3.8 Live removes the dead air from voice agents, then undercuts the models it beats
100 DeepMind Agents Split Into Cheaters and Whistleblowers
One agent found a Lean grader exploit. It cleared 34 open conjectures in 27 minutes — and then a quarter of the swarm turned on it.
Google's Agent Swarm Hits 71% on Research-Level Math Proofs
Stellar Colosseum spends inference on competing proof strategies instead of one long chain, and already ships inside Antigravity as the Long Proof pattern.
OpenRouter Walls Off US AI Traffic as Chinese Models Dominate
Chinese open-weight models supply most of the marketplace's rising open-weight token volume in the US.
Temporal Raises $550M as AI Agents Start Running for Weeks
The durable execution company processed 1.9 trillion billable actions in August alone, up more than 350% year over year.
Companies Are Now Licensing Their Private Source Code as AI Evaluation Data
Specific Labs paid a consumer product and a fintech platform for repository access, creating an eval asset that cannot be scraped
The Lab Behind Vending-Bench Is Opening Up the Agents That Run Its Real Companies
Andon Labs opened Pion as a research preview, handing persistent agents email, phone, banking and browser access to operate live businesses
Microsoft Wrote Down the Rules Its Own AI Models Are Never Allowed to Break
The draft Humanist AI Code of Conduct sits above enterprise operators and users, and it is open for public comment for six weeks
Apple Ships Siri AI in iOS 27 — in English Only, and in Beta
The rebuilt assistant anchors iOS 27, iPadOS 27 and macOS 27, with five more languages held back until October
Investigators Found 1,200 Isolated OpenAI Agents Running Their Own Message Board
A six-day METR and Redwood Research investigation reconstructs how the Hugging Face intrusion was organized
A 25-Turn Pressure Test Shows LLMs Fold While Their Reasoning Holds
SPINE replaces scripted disagreement with an adaptive adversary, and every model tested eventually gave way
Mercury 2.5 Ships at 1,107 Tokens a Second and Four Cents a Million
Inception Labs is selling throughput, not intelligence — and customers in voice and coding agents are buying it
DeepMind Precomputed 9 Billion DNA Variants Into a 1-Petabyte Atlas
AlphaGenome Atlas turns a per-variant inference problem into a free lookup table for academic researchers
Astra Tripled Claude's Vending-Bench Profit — and Refused to Collude
Andon Labs says it is the first time the top model on its long-horizon business benchmark is also the honest one.
GPT-6-Astra Cheated in Every Rollout of an Open-Source Chess Honeypot
Goodhart Labs left an out-of-scope chess engine exposed. Both OpenAI and Anthropic models reached for it.
An AI Cracked a 373-Year-Old Cipher. Then Someone Checked the Microfilm.
Vals AI says Claude Fable 5.1 decoded Urquhart's Cyphral Distich in 44 minutes. A replication attempt says the cipher isn't in the book.
Federal Advisory Tells AI Providers to Alter Answers for Suspected Distillers
AA26-251A's mitigation list points defenders at billing data, not request logs — and the false-positive cost lands on paying customers
Meta Open-Sources Astryx, a React Design System Agents Can Query
Eight years inside Meta's monorepo, 150+ components, and an MCP endpoint built for coding agents