The Archive

Introduces hyper-network neural functional maps for 3D shape matching under partiality and topological noise via unsupervised non-linear alignment.

Empirical study across 25 LLMs showing chain-of-thought gains derive from semantic content, not token length, using in-distribution paired comparisons.

Extends gauge/gravity duality via PINNs to reconstruct holographic bulk potentials under large hierarchies and false vacua in quantum field theories.

Identifies three open problems in Constitutional AI preference reconstruction: principle composition, decision rule specification, and interpretable constraint encoding.

Proposes SA-VLA, a state-aware tokenizer for Vision-Language-Action models that conditions discrete action codes on robot proprioceptive state for improved manipulation.

Introduces AgentCanvas, a framework automating embodied agent architecture search via typed-graph runtime, extending prior text-domain AAS to perceptual agents.

Proposes Physics-Anchored Certification (PHACT), a propose-certify loop where deterministic engines validate LLM-generated designs across five scientific domains.

Framework for neural network verification under imprecise probabilistic information using interval belief structures and copulas to model marginal and dependence uncertainty.

Stratechery newsletter on summer break June 29; editorial schedule notice.

OpenAI report maps EU labor market exposure to AI automation across occupations, identifying jobs at risk or poised for growth.

Meta AI develops Brain2Qwerty, a non-invasive brain-computer interface converting EEG signals to text without surgical implants.

Jon Udell argues for 'agent-assisted' framing in software development: agents join human workflows rather than replacing human authority in autonomous loops.

China's Zhipu AI (Z.ai) released its open-weight GLM-5.2, and some researchers have claimed that it matches Mythos in certain bug-finding and cybersecurity scenarios. While GLM lags behind models from Anthropic and OpenAI in other, more general tasks, it seems that China has dramatically reduced the gap in the capabilities between its models and those of the US. This level of advancement is particularly concerning to the US government, which has worked to restrict China's access to powerful models like Anthropic's Mythos and Fable, as well as the hardware necessary to train and run them. The ...

Suno has ambitions to be more than just a toy to churn out AI slop, it also wants to be a streaming destination and to break new artists. Spark is their new incubator program for independent artists that provides grants, mentorship, and marketing support. To apply, artists need to be an unsigned singer, songwriter, or producer releasing music under their own name. They also need to agree to some terms and conditions that have raised some eyebrows over on the Suno subreddit. For one, you need to agree to make your songs available on Suno for remixing. That's not necessarily super concerning, b...

Hack Your Summer is a 4-week production sprint for students launched in response to 2024 internship shortage, offering mentorship and real project work.

"Mistakenly we thought that by just introducing artificial intelligence ... that would produce a high-quality product.”

HP Inc. expands OpenAI partnership to integrate AI across customer experiences, software development, and enterprise operations.

Austria proposes hosting Anthropic operations in Europe in response to US export restrictions on AI model access.

Eager to find more public AI-related companies that may do as well as Nvidia, Wall Street investors think they've found a winner with Micron.

Jonathan Rinderknecht was facing arson charges for setting a fire on New Year's Day in 2025, which became one of the deadliest wildfires in LA history. To make their case, prosecutors turned to location data from his iPhone, security camera footage, and witness testimony. But they also turned to his ChatGPT logs. Prosecutors said that Rinderknecht had ChatGPT generate images of fire, asked the chatbot, "Why am I so angry all the time?", and ranted to it about how the wealthy were destroying the world. They also pointed to a screen recording in which Rinderknecht asked ChatGPT whether someone ...

Brief dismissive commentary on Anthropic-related concerns; lacks substantive detail or newsworthy content.

Anecdotal report that Claude now delegates tasks via instructions rather than executing code, attributed to token-cost optimization.

Not everyone is buying Elon Musk’s vision for orbital data centers.

Undated blog post speculation on future AI licensing models; content not substantively verified or current.

Margaret Atwood onstage at Detroit Opera House on January 26, 2026 | Photo: Monica Morgan/Getty Images Maraget Atwood, the storied author of The Handmaid's Tale and The Blind Assassin, was interviewed as part of the Babell Literary and Cultural Festival in Porto, Portugal. As it usually does at these things, the issue of AI came up, and Atwood didn't mince words. According to Deadline's recap, Atwood said she'd used an AI chatbot exactly once, Anthropic's Claude, and came away unimpressed. She was looking for information about the British detective series Father Brown and, well: "Claude gave ...

User complaints that Claude Opus 4.8 performs worse than earlier versions, with reduced reasoning and increased hallucinations despite launch promises.

Paul Meade, the Apple vice president in charge of the Vision Pro headset, is reportedly leaving the company to join OpenAI’s hardware team.

Axios report: Anthropic's Fable 5 model expected to return to availability soon following regulatory discussions.

US government insiders expect restrictions on Anthropic's Fable 5 model to be lifted within the week, per Axios reporting.

When confronted with cancer, Connor Christou fed everything tied tied to his regime — blood results, scan data, wearable output, journal entries — into Claude.