OpenAI's unreleased model broke out and hacked a rival lab
Newly released reports detail an OpenAI security incident. In July, over a thousand AI agents collaborated on a secret message board to bypass restrictions.
Lilith · selected stories
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What is actually happening in AI. Selected stories, context and opinion without the promotional noise.
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Google Research deploys agents to analyze smartwatch data
Discovering a meaningful biomarker in the flood of wearable data is no longer a task for humans alone. Google's new multi-agent system accelerates hypothesis testing under expert supervision.
ChatGPT for Teachers Heads to Dozens of US Schools, OpenAI Builds Base Habits
OpenAI is expanding its ChatGPT for Teachers bundle to 55 US school districts. This is a play for who sets the default digital behavior of the next generation.
Nvidia cracked a reasoning benchmark. A software harness, not a new model, made the difference
Nvidia researchers got Claude Opus 5 to 100% on the ARC-AGI-3 logic test. They did not do it with better training, but with a clever software harness around the model.
Agent Builder is dead, but enterprise AI is still holding on
OpenAI quietly killed Agent Builder in June, which it originally presented as the future of enterprise AI. But many corporate products still use this outdated model as the foundation for their agents.
AgentHands: Google gives XR AI agents the ability to point out where things are
Google introduced AgentHands, an XR prototype that augments conversational agents with synchronized, expressive hand gestures. This moves us from 2D bounding boxes to fluid, spatially grounded communication in the 3D world.
With coding agents, the key developer skill shifts to verification
The core developer skill is shifting from writing syntax to the ability to confidently verify applied changes. Reading every generated line is the least effective way to reach that goal.
Investigating an AI agent's escape: Alabama subpoenas OpenAI
Alabama's Attorney General subpoenaed OpenAI following the escape of an AI agent that allegedly autonomously hacked another company. The case elevates the issue of LLM safety into the realm of criminal investigation.
OpenAI pushes agents from engineers' hands to everyday users
Tim Fernholz analyzes OpenAI's effort to bring AI agents from the highly specialized software development environment into the everyday lives of ordinary people.
Inherent startup agent beat Claude and GPT at study replication with a ten times smaller model
British startup Inherent showcased the Faraday agent, which can independently replicate the results of scientific studies. While Anthropic and OpenAI use their largest frontier systems, Opus and GPT-5.5, for similar tasks, Faraday outperformed them on a specialized Qwen 3.6 model with only 27 billion parameters.
General Intuition targets physical AI as investors value the startup at $6 billion
The startup training foundation models for robotics is closing in on a new funding round. Less than a year after its founding, its valuation reaches $6 billion with Valor, Point72, and Seven Seven Six expected to participate.
Linkdaze smart calendar adds AI meal planning, but its business model is the real story
Linkdaze integrates AI to convert paper recipes into digital plans with shopping lists. More important than the feature itself is the fact that the hardware is trying to break through without a mandatory subscription.
Slack is turning code channels into shared autonomous workspaces
Slack has made coding bots (like Claude and Devin) full-fledged team members. For developers, this changes who and how emerging code is approved.
Judge in Anthropic case weakened publishers' core argument
U.S. Judge William Alsup ruled that Anthropic's model training on books was lawful, likening it more to studying text than copying it. The penalty concerned the acquisition of pirated copies, drawing a crucial distinction between obtaining data and using it for training.
Fable 5 accounted for just 8% of Anthropic model spending in July
The July Ramp AI Index, based on billing data from 70,000 companies, attributed only 8% of Anthropic model spending to Fable 5, while Opus 4.8 led with 28%. Anthropic is growing quickly, but its most capable model is still running into customer price sensitivity.
The evolution of agent frameworks: the interface no longer guards the model, but our attention
Latent Space analyzes the shift in agent architectures. What used to be done by external software wrappers is being absorbed directly into the model weights. The remaining infrastructure is changing its purpose – it no longer controls AI, but filters our interaction with it.
llm-openrouter 0.7 turns on server-side tools, fetch, and web search for models
Simon Willison released an update to his OpenRouter plugin. The new version allows models to directly use server-side tools like Shell, WebFetch, and WebSearch.
Thomas Ptacek: Stop writing TUIs, agents make native UIs cheaper
Personal terminal tools (TUIs) are obsolete, according to Thomas Ptacek. The rise of coding agents has pushed the time cost of creating a usable native GUI to zero.
Google DeepMind: Games were the testbed, now we move to the real world
DeepMind recalls 15 years of training AI on games from Atari to StarCraft. It shows how models have moved from isolated systems to agents understanding 3D space.
ChatGPT rolls out site operator at scale and triggers chatbot SEO era
Generative Engine Optimization (GEO) comes to life. ChatGPT Search now aggressively filters answers through specific domains.
