The Signal.

AnyLanguageModel 1.0: One Year of Local Models on Apple Platforms

MPS in PyTorch 2.15

My obituary for programming

My obituary for programming Jeremy Scheff poignantly captures the key loss caused by coding agents for career programmers who enjoyed the puzzle of developing code: Programming turned into one of the greatest jobs you…

Nscale and Anthropic are reportedly in talks for yet another $45B compute deal

If the deal goes through, it would be the latest in a long string of giant compute deals Anthropic has struck over the past year.

Structured outputs for Anthropic Claude models on Amazon Bedrock

Amazon Bedrock now supports structured outputs for all Anthropic Claude models on both the bedrock-runtime and bedrock-mantle endpoints. Receive schema-compliant JSON that conforms to a defined structure, without custom parsing, retry logic, or post-processing,…

Embedded AI evaluators won’t be an easy solution, Hugging Face’s policy chief says

The idea of embedded evaluators — in which supposedly "neutral" third-party observers are placed inside AI organizations — has been popularized over the last several months, as AI labs grapple with a rash of…

Developers can now access SageMaker Studio through the new AWS experience

New Amazon SageMaker AI customers can now land in a fully configured SageMaker Studio environment in only a few steps. Sign up with an identity you already have, such as Amazon, Apple, GitHub, or…

Microsoft says AI agents are like insider threats as ‘frontier models can’t be trusted’

Microsoft wants enterprises to closely watch the agents that employees use with systems not controlled by AI labs like OpenAI and Anthropic.

The fossil fuel comeback is here

The US is building more fossil fuel infrastructure than it has in a decade while renewable energy growth slows down, a new report shows. Electricity demand is also climbing faster than it has in…

CoreWeave’s debt is becoming the whole AI industry’s problem

CoreWeave had a bad week last week. Its bonds slipped into distressed territory by a common definition – when investors demand 1,000 basis points more in yield than they'd get from government bonds. Last…

Amazon SageMaker JumpStart: 2026 year-to-date in review

Amazon SageMaker JumpStart onboarded over 100 new models from 30 providers in the first three quarters of 2026. This recap covers the model-onboarding highlights and JumpStart enhancements, including the simplified Model Hub, pre-configured deployment…

Accused OpenAI spy had folder called “Saudi Gov Docs,” FBI says

US fears Saudi government will help ex-OpenAI engineer flee spying charges.