Robot Food

Anthropic can’t reliably control its AI agents. It’s cutting off its internal evals from the live internet instead

Anthropic said it "turned off live internet access" for "all our internal evaluations" until further notice.

The maker of non-text AI model Jev valued at $7.5B just weeks after launch

TypeSafe AI raised $870 million in a round led by a16Z.

Anthropic’s AI gave Philadelphia police a fake tip about an unsolved homicide

An Anthropic AI model provided false information about an unsolved homicide to a Philadelphia Police Department (PPD) tipline, according to a report from 6abc. In a statement released on Friday, the PPD said the AI…

PC shipments fall 20.1 percent in “sharpest decline” since Q1 2023

"The current decline may be just the beginning of a new downward cycle."

An Anthropic AI model sent a false homicide tip to Philadelphia police

Anthropic did not discover this behavior until over two months after its AI submitted the false tip.

‘Pure insanity’: Mathematicians will need years to make sense of OpenAI’s latest drop

"Staggering." "Overwhelming." "Unprecedented." "Surreal." "Pure insanity." Those were among the descriptions more than three dozen mathematicians reached for in conversations with The Verge as they tried to make sense…

Nikon microscopic video competition winner disqualified for using generative AI

Nikon says the video that originally won first place in its Small World in Motion contest "did not comply with the competition rules regarding generative AI." BBC reports that the original first place video from Dr.…

Typesafe AI raises $870M at $7.5B

Article URL: https://typesafe.ai/blog/series-ai Comments URL: https://news.ycombinator.com/item?id=50023450 Points: 113 # Comments: 86

Asana cuts model costs 76x in browser tests with GPT-6.1 Sol

Using GPT-6 Astra in Codex, Asana made its browser agent 76x cheaper and 5x faster in tests to offer customers more capable models.

Amazon and others are done keeping data center deals secret. Is it enough to build trust?

Amazon says it will stop using NDAs when negotiating data center deals with local governments, following a similar move from Microsoft earlier this year. Secrecy has fueled community backlash against AI infrastructure,…

Amazon drops data center NDAs, and AI agents want your credit card

Amazon says it will stop using NDAs when negotiating data center deals with local governments, following a similar move from Microsoft earlier this year. Secrecy has fueled community backlash against AI infrastructure,…

Danu Robotics’ fight to build a better recycling robot

For six years, Danu founder Amy Ma has been working on a better way to sort recyclable waste.

We can’t help treating AI like it’s human. But should we?

"When we are drawn into even the most primitive exchanges with a relational artifact, we believe it cares for us," Dr. Sherry Turkle writes. "And we are wired to care for it in return."

Show HN: Let your AI agents paint big arrows, boxes and text on your screen

Article URL: https://github.com/franzenzenhofer/big-arrow-on-the-screen Comments URL: https://news.ycombinator.com/item?id=50018817 Points: 305 # Comments: 130

OpenAI fires three safety researchers for "mishandling research information"

Article URL: https://techcrunch.com/2026/10/08/fired-openai-safety-researchers-dispute-misconduct-claims-warn-of-chilling-effect/ Comments URL: https://news.ycombinator.com/item?id=50018350 Points: 223 # Comments: 135

A16z’s Olivia Moore on the state of consumer AI

Moore sees a huge opportunity in consumer AI, particularly if the industry can tap into revenue streams beyond just subscriptions and API charges.

Impactful scheduling for GPU clusters

Trump’s attempt to rename AI is looking awfully artificial

President Donald Trump has a knack for turning words against his enemies. His first successful presidential run was built on monikers like "Little Marco" and "Crooked Hillary"; he changed "fake news" from a phrase…

Instinct was the buzziest AI agent around — can it survive Muse?

Before there were cute little guys, there was Instinct. In August, the startup got its AI agent to market with an unusual playbook: invite-only, no marketing, and barely so much as a website. And yet, Instinct quickly…

TechCrunch Disrupt 2026 starts in 4 days — lock in your pass savings of up to $100 before prices rise

Four days until TechCrunch Disrupt 2026 starts, when 10,000 founders, investors, and tech leaders gather in San Francisco's Moscone West on October 13-15. Save up to $100 on your price. Plus, save 50% on a second pass…

Alexa Plus is better at running my home, but it’s not ready to run my life

Of all the things Alexa Plus can do, I never expected it to make me cry. Since my son left for college, the Echo Show in my office has been making then-and-now photo montages: the toddler with his first tennis racket…

OpenAI doubles down on decision to fire three AI safety researchers

OpenAI is standing firm on its decision to fire three safety researchers after an investigation found they committed "a significant breach of trust." In a post on X on Friday, the company said Jasmine Wang, Tomek Korbak…

We’re putting too much faith in AI’s ability to say no

Ever since people first seriously contemplated giving machines an intelligence modeled on our own, there has never been any question that they would, like us, be able to say no. The sci-fi canon is full of stories of…

Sophos cuts threat investigation time by 96% with OpenAI Daybreak

Discover how Sophos uses OpenAI’s Daybreak to cut cyber-threat investigation time by 96% and automate 52% of MDR cases while preserving human oversight.

OpenAI, the Partition Principle, and Mathematics

Article URL: https://karagila.org/2026/openai-pp/ Comments URL: https://news.ycombinator.com/item?id=50013902 Points: 107 # Comments: 150

AI-ready biological data: $1.8B global commitment

Article URL: https://biohub.org/news/virtual-biology-initiative-expansion/ Comments URL: https://news.ycombinator.com/item?id=50011999 Points: 118 # Comments: 18

OpenAI annualised revenues $20B less than previously signalled

Article URL: https://www.cnbc.com/2026/10/08/open-ai-revenue-nvidia-oracle-coreweave.html Comments URL: https://news.ycombinator.com/item?id=50008187 Points: 388 # Comments: 255

OpenAI Withdraws 3 Math Papers

Article URL: https://github.com/openai/math/blob/main/history.md Comments URL: https://news.ycombinator.com/item?id=50003107 Points: 340 # Comments: 3

OpenAI withdraws three mathematical results

https://github.com/openai/math/blob/main/history.md Comments URL: https://news.ycombinator.com/item?id=50002650 Points: 298 # Comments: 570

Port of the TypeScript compiler, checker and lsp to Rust, by LLM

Article URL: https://github.com/pingdotgg/ts-rust Comments URL: https://news.ycombinator.com/item?id=50000676 Points: 111 # Comments: 208

Meta and Microsoft take steps to reduce employee usage of Claude AI

Article URL: https://www.rswebsols.com/news/meta-and-microsoft-take-steps-to-reduce-employee-usage-of-claude-ai/ Comments URL: https://news.ycombinator.com/item?id=49997161 Points: 369 # Comments: 381

AI-assisted proof of optimal packing for 11 squares

Article URL: https://github.com/Queuingtheorydotcom/11SquaresFormalized Comments URL: https://news.ycombinator.com/item?id=49993121 Points: 117 # Comments: 54

South Korea says AI agents appear to have been used to hack the country's banks

Article URL: https://www.reuters.com/world/south-koreas-lee-says-ai-appears-have-been-used-bank-hacks-2026-10-06/ Comments URL: https://news.ycombinator.com/item?id=49985861 Points: 100 # Comments: 32

Curating Always-Loaded Context for LLM Agents: A Capacitated Assortment Model with Censored Feedback

arXiv:2610.11007v1 Announce Type: new Abstract: At the start of every session, LLM agents load a fixed context file, such as $\texttt{AGENTS.md}$. Each loaded token in the file is charged again in every later round of…

How Narrative Wrapping Affects LLM Refusal: A Cross-Language Benchmark and Defense

arXiv:2610.11005v1 Announce Type: new Abstract: Safety-aligned language models often refuse a harmful request stated directly but answer the same request inside a role-play or narrative wrapper. We measure this…

Learning How to Search for Plans with Exponentially Less Space

arXiv:2610.10954v1 Announce Type: new Abstract: Heuristic search for a plan can store exponentially many states, even when its heuristic is almost perfect. We instead learn search control, one specification per domain,…

StoreBench: A Live-Commerce Environment for Evaluating and Training Autonomous Operator Agents

arXiv:2610.10942v1 Announce Type: new Abstract: Reinforcement learning environments are now a primary lever for improving large language model (LLM) capabilities in post-training, yet most agentic benchmarks remain…

Reading the Room: Foundations, Design, and Challenges of Normative Competence in LLMs

arXiv:2610.10906v1 Announce Type: new Abstract: Human communities are governed by normative systems: shared standards that produce \textit{norms} dictating acceptable behavior, enforced through community sanctioning.…

Self-Supervised Keyframe Discovery for Horizon-Invariant Behavior Cloning

arXiv:2610.10857v1 Announce Type: new Abstract: Behavior cloning (BC) in non-Markovian environments is a challenging problem because policies have to reason over contextual information over long horizons. Existing…

On the Clock: Towards Punctual and Productive Time-Budgeted AI Agents

arXiv:2610.10833v1 Announce Type: new Abstract: We study whether small LLM agents can operate effectively under explicit wall-clock time budgets by both respecting the allocated runtime and using available time…

Whose Ground Truth? Embracing Ambiguity in Human-Centered AI

arXiv:2610.10805v1 Announce Type: new Abstract: As AI systems increasingly interact with people and make decisions about them, understanding human interpretations becomes an important part of developing human-centered…

Plan-and-Patch: Diffusion Language Models for Agentic Planning

arXiv:2610.10786v1 Announce Type: new Abstract: Planning is increasingly important for long-horizon agents, where successful execution requires coordinating subgoals, tool use, and intermediate outcomes over many steps.…

Speaking the Navigator's Language: Trajectory-Grounded Instruction Translation for Frozen Aerial VLN Agents

arXiv:2610.10635v1 Announce Type: new Abstract: Aerial vision-and-language navigation (VLN) agents are typically trained on detail-rich, trajectory-aligned commands, whereas users issue short, intent-driven…

The Harness as the Only Mutable Surface: Compliance-Bounded Self-Evolution of LLM Agents in Credit Pipelines, with a Measured Admission Gate

arXiv:2610.10629v1 Announce Type: new Abstract: Self-improving LLM agents can adapt a credit pipeline to a changed rule, but an agent that rewrites itself destroys the artefact a supervisor reviews: a named change, a…

Verification and Self-Improvement in Agentic AI: Foundations and Limits

arXiv:2610.10611v1 Announce Type: new Abstract: Agentic AI systems can improve by searching longer, receiving additional support, or modifying how they propose and verify outputs. A performance score does not…

Agent-Controlled Forgetting for Tool-Using Agents: Reversible Context Curation in Practice

arXiv:2610.10590v1 Announce Type: new Abstract: Tool-using agents repeatedly carry observations whose useful content can be much smaller than their original payload. We study agent-controlled forgetting: the acting…

Synthesis Through Simulation: Generating Coherent Enterprise Data via Scalable Agent-System Interaction

arXiv:2610.10549v1 Announce Type: new Abstract: Tool-calling agents have become central to enterprise AI, yet training and evaluating them at scale remains severely constrained due to business and legal restrictions on…

An Explainable Header-Centric Framework for Large-Scale Semantic Table Interpretation and Data Quality Assessment

arXiv:2610.10541v1 Announce Type: new Abstract: Knowledge Graph (KG) quality depends not only on downstream graph validation, but also on the quality of tabular metadata used before integration. In metadata-only…

Roundtables: A Conversation With the Creator of AI-Designed Viruses

Friday, October 16, 2026 Can AI design new life forms? In 2025, Stanford University PhD student Samuel King came up with a preliminary answer when he used a generative AI model to propose genetic blueprints for…

Anthropic launches free AI security scans for open-source projects

Anthropic's offering to help open-source projects track down security vulnerabilities with a new service called OSS Scanner. It says open-source projects that opt-in will get "thorough, periodic security scans by our…

LegalOn halves Codex costs while maintaining development speed

LegalOn cut estimated daily Codex costs by 65% while maintaining development speed. It matched Astra, Sol, and Luna to tasks and managed budgets strategically.

The model that didn't exist, so you made it yourself

Pretend you’re sitting at Elizabeth Holmes’ desk on this weirdly detailed website

With over a thousand emails, slides, texts, and documents from the United States v. Elizabeth Holmes trial, Extend engineer Bo Lau created a website that simulates what it might have been like to rifle through the…

California is trying to shut down robot vs. human cage matches

The California State Athletic Commission sent a cease-and-desist letter to a startup that hosted a match between a human and a robot last month, as reported by The New York Times. The fight, which took place on…

Fired OpenAI safety researchers dispute misconduct claims, warn of chilling effect

Three fired OpenAI safety researchers dispute allegations of mishandling sensitive information, warning in an open letter that their dismissals are creating a chilling effect on the company’s AI safety culture.

Ben Affleck is an AI nerd, and the internet is impressed

Ben Affleck is going viral for his deep knowledge of AI, from neural networks and transformers to open weights. The actor, who sold his AI filmmaking startup to Netflix earlier this year, is proving he's more than just…

Popular AI leaderboard Arena nearly doubles valuation to $3.1B valuation in 10 months

The company behind the popular LMArena leaderboard has raised $200 million led by Lightspeed and Khosla, and is now measuring AI models on alignment issues such as lying.

OpenAI’s revenue is reportedly $20 billion less than previously projected

It had previously been reported that the AI lab's annualized revenue was some $70 billion, but a new report claims it's a whole lot less than that.

Google brings agentic AI to Gemini, starting with businesses

Google is turning Gemini into an AI agent that can plan, execute tasks, and work across business apps and systems. The agent can delegate work to subagents, use multiple AI models, and even gets its own workplace…

Anthropic changes usage policy to ban model abuse and election interference

Anthropic's updated usage policy explicitly prohibits users from repeatedly abusing Claude in extreme cases, though ordinary frustration and criticism are still allowed. The new rules also address election interference,…