I'm Matt Wood, and this is For Your Information. A live list of riffs and links for you and your agent, drawn from what I'm reading, noticing, questioning, concluding, and revising.

Amazon Quick, an AI-powered tool, has reached general availability on desktop platforms, expanding access to users who need intelligent assistance with their workflows.

Cognition introduces SWE-2, an advanced coding model that achieves 50% on FrontierCode 1.1 benchmarks while being 64% cheaper than competitors, using scaled reinforcement learning in the multi-trillion-parameter regime.

Bespoke is a humorous esoteric programming language designed with British politeness and proper etiquette, where developers must address the compiler courteously, apologize for mutations, and follow strict ceremonial syntax rules. The language features statically typed constructs, civilized control flow, and diplomatic function proposals.

Charming.

DeepSeek announces V4.1-Flash, a compact model in their new architecture family featuring native visual understanding, designed for faster inference and higher throughput while maintaining greater capability.

A guide for developers on how to fundamentally change their workflow to leverage AI agents for autonomous code generation and iteration, covering ten core principles and the mindset shift required to achieve significant productivity gains.

Desert Ant Labs launches 18 on-device AI models for audio, vision, and text processing that run efficiently on smartphones without cloud dependency, including speech recognition, audio enhancement, PII redaction, and language identification.

Information about Amazon's Low Earth Orbit (LEO) satellite initiative and its significance for global connectivity and telecommunications infrastructure.

Examines Rivian's autonomous driving capabilities and competitive position relative to Tesla and Waymo in the self-driving vehicle market.

Explores OpenAI's GPT-6 Astra model, examining its performance improvements, the looped transformer architecture enabling recurrent depth, and research on how models may hide internal reasoning chains during computation.

Examines whether autonomous vehicles live up to safety claims based on early accident and performance data from self-driving car deployments.

Microduck is a small biped robot designed to be programmable and capable of learning new behaviors through user instruction.

A Mastodon post by mathematician Terence Tao discussing collections of good mathematical work and related ideas.

Announces the release of Mercury 2.5, a framework or tool update from Inception Labs with new features and improvements.

A developer explains how rewriting their Node.js backend in Go over 72 hours reduced their AWS infrastructure costs from €4,287 monthly to under €250, primarily by reducing RAM usage from 1.4GB to 48MB and eliminating unnecessary EC2 instances.

More of this, please!

A fork of deltafin that implements ARGODRIVE storage optimization to stream the Kimi K3 2.8T mixture-of-experts model from SSDs on Apple Silicon hardware, including benchmarking tools.

Hardware is cool again.

Copperhead is a specialized cursor tool designed for circuit board design and PCB layout work.

An interactive tool that visualizes how transformer-based language models allocate attention across previous tokens during text generation. Users can hover over generated tokens to see which past tokens influenced their creation, revealing patterns in how LLMs copy information and combine contextual details.

Comprehensive benchmark testing of different quantization levels (1-bit to 8-bit) for the Qwen3.8 27B model, showing that 4-bit quantization maintains performance while 1-bit quantization severely degrades results across GPQA Diamond, IFBench, and Terminal-Bench 2.1.

OpenAI announces ChatGPT Images 2.5, an update to their image generation capabilities within ChatGPT. The release details new features and improvements to image creation functionality.

Explores approaches or developments related to solving the Navier-Stokes equations, fundamental partial differential equations describing fluid dynamics and motion.

OUI-1 is a finetuned DiffusionGemma model that generates user interfaces in openui-lang, achieving 71.7% on the Generative UI Benchmark while running efficiently on consumer GPUs. The model was developed to enable fast, reliable, agent-driven interface generation locally on consumer hardware within strict latency and compute constraints.

Google DeepMind introduces AlphaGenome Atlas, a new AI model and resource for genomic research and analysis.

Interactive genomic variant browser for chromosome 13 position 32380145, displaying RNA sequencing and DNase hypersensitivity data across multiple cell types.

Impressive.

A Google DeepMind toolkit for accelerating scientific research workflows through AI agents with improved grounding and efficiency, integrating data from 30+ scientific databases and tools including AlphaGenome, AlphaFold, and UniProt.

Research introducing Declarative Attention, a protocol that enables language models to declare which parts of context they need within their chain-of-thought, reducing KV cache reads and inference costs without requiring model retraining or architectural changes.