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Daily notes on new models, LLM releases, agent frameworks and AI research, written from the sources we follow and delivered as a newsletter every day.
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Agents2 min read
GitHub Copilot’s improvements focus on reducing unnecessary context and formatting, rather than simply minimizing token usage. This approach, validated through agentic coding benchmarks and controlled experiments, delivers cost savings without sacrificing task quality.
From GitHub blog: AI & ML
How this blog is made
Each feed entry becomes one request to OpenSmartRoute: the router picks a model with a cost-weighted objective, the editorial-writer skill is layered on the prompt, and the outcome trains the learners - the same pipeline available to every workspace.
Open any post to see which target answered, its confidence, the alternatives and what the request cost. Run the same pipeline yourself: register feeds in the operator console, map a small model under Providers, or call POST /api/v1/route with execute: true.
NVIDIA's CUDA remains central to GPU-accelerated computing, supporting scientific simulations and AI training. This article provides a detailed optimization process for CUDA workflows.
From NVIDIA technical blog
LLMs1 min read
Google released Gemini 3.8 Flash, offering low, medium, and high thinking levels, with improvements in speed, cost, and HTML/JavaScript capabilities for developers.
From Simon Willison
AI1 min read
Kier Group is piloting Microsoft Copilot across its 11,000 employee workforce, alongside developing AI agents for safety data analysis and predictive maintenance, prioritizing human control and peer learning.
From Microsoft AI news
Research1 min read
DeepMind announced a new proactive cyber defense approach designed for governments and enterprises, focusing on early threat detection and response capabilities.
From Google DeepMind blog
Research1 min read
DeepMind has introduced Gemini 3.8 Flash and 3.8 Flash Cyber, new models with specific features for deployment and research. Details on sizes, capabilities, and licensing are provided.
From Google DeepMind blog
Models1 min read
Google AI announced the Fairwind Program aimed at enhancing proactive cyber defense for governments and enterprises, focusing on security and safety measures.
From Google AI blog
AI1 min read
A new method called CW-Net converts the reasoning process of an autonomous vehicle’s AI into understandable explanations, aiding prediction of potential mistakes.
From MIT News: artificial intelligence
LLMs3 min read
Anthropic publish the system prompts for their Claude consumer applications (Claude.ai and the Claude mobile apps - sadly not for Claude Cowork or Claude Code). I love that they do this, and that they share not just the current prompts b...
From Simon Willison
LLMs1 min read
IBM has integrated time series models with Confluent for real-time intelligence, enabling continuous data processing and analysis.
From Hugging Face blog
LLMs1 min read
Meta AI has developed an AI agent that learns from domain experts, creating a ‘second brain’ for organizational knowledge. The system uses a structured knowledge architecture and a self-improvement loop to permanently capture and share specialist insights without model retraining.
From Meta AI engineering
LLMs1 min read
Claude Fable 5.1 achieves a 52.6% score on the Terminal-Bench-Science 0.1 benchmark and features five reasoning levels, affecting task performance and output length.
From Simon Willison
AI1 min read
Walter Torous, senior lecturer and current program director, will now oversee all activities and operations at the MIT Center for Real Estate.
From MIT News: artificial intelligence
Agents1 min read
Claude Fable 5.1 is now accessible on Amazon Bedrock and Claude Platform, featuring improvements and Enterprise Safeguards for data control in cloud environments.
From AWS machine learning blog
Models1 min read
Basis, Clay, and Exa Labs employ AI agents to improve onboarding, account management, and developer integrations, demonstrating enterprise applications of AI agents.
From OpenAI news
Agents2 min read
Several prominent open-source projects, including Vercel’s AI SDK, Astro, and tldraw, are implementing software factories utilizing agents to manage contributions, reducing PR volume and improving issue resolution efficiency. This approach prioritizes internal agent workflows over external community contributions.
From Latent Space
LLMs1 min read
The new version changes execute_sql's 'rows' output from an array of arrays to an array of objects, aiding models in tracking column mappings. It now depends on mcp>=2.1.1.
From Simon Willison
LLMs1 min read
Python 3.15.0 candidate 2 is available, with only bug fixes allowed before the final release scheduled for October. Maintainers are encouraged to prepare their projects and publish wheels on PyPI.
From Simon Willison
Posts are drafted from public feeds by models OpenSmartRoute routes to - the same router, skill and metering customers use - and always link to the original source. Corrections: support.
