mattwood.fyi

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.

Links indicate relevance, not agreement. How to use this site →

How Organizations Use ChatGPT

This is all seems pretty straightforward, but this caught my attention:

active use within adopting firms spans job functions and seniority levels, with especially high usage intensity among early-career workers

This wasn't the case a few years ago, when high-tenure workers were dominant.

permalink5 · cdn.openai.com →
Understanding is the new bottleneck

As AI agents write more code, understanding that code becomes critical not for verification but for active participation in the creative process. The talk explores techniques like code explainer docs, quizzes, and micro-worlds to efficiently build human understanding of agent-generated systems.

permalink13 · www.geoffreylitt.com →
Bullet: Fast Coding Agent

Bullet is a high-performance coding agent designed to minimize latency through intelligent task routing, targeted code search, and parallel execution of tool calls, achieving 95.8% on SWE-bench.

Lots happening in speed, latency, and efficiency.

permalink7 · www.codewithbullet.com →
Kimi K3: Complete Developer Guide for 2026

A comprehensive guide to Kimi K3, covering its features and capabilities for developers in 2026.

permalink6 · www.firecrawl.dev →
GPT-5.6 Sol Ultrafast: Frontier Intelligence at Unprecedented Speed

Cerebras and OpenAI introduce Ultrafast Mode, a new service tier delivering up to 750 output tokens per second for GPT-5.6 Sol, enabling 11x faster performance than competing models while maintaining frontier-level intelligence for time-sensitive applications.

permalink10 · www.cerebras.ai →
Introducing Gemini 3.7 Flash

Google announces Gemini 3.7 Flash, a high-performance AI model designed to deliver intelligent results with efficient processing capabilities for practical applications.

permalink7 · blog.google →
Comparing 11 Different AI Models

Exploration of 11 AI models including DeepSeek, Qwen, Kimi and open-source alternatives, examining their different outputs and capabilities for the same prompts.

permalink15 · www.netlify.com →
DeepSeek Harness: Plugin Architecture

A plugin-based system where components are built as plugins, enabling extensible architecture for DeepSeek AI applications.

permalink7 · github.com →
Amazon's AI Shopping Assistant Transforms Retail with Conversational Search

Amazon's CEO Doug Herrington explains how conversational AI represents the next major shift in retail, enabling customers to ask questions and receive personalized product recommendations instead of browsing traditional search results. Alexa for Shopping uses agentic AI to help customers navigate hundreds of millions of products through natural conversation.

permalink8 · x.com →
Material Discovery Bench: LLM Research Benchmark

A research benchmark evaluating how well large language models can discover new thermally conductive dielectric materials for advanced semiconductor applications, with a leaderboard tracking computational discoveries and synthesis feasibility.

permalink10 · discoveredmaterials.com →
Grok 4.6 Benchmarks and Cost Efficiency Analysis

Grok 4.6 achieves frontier-level AI intelligence with a score of 61 on the Artificial Analysis Intelligence Index, matching GPT-5.6 Sol while offering significantly lower costs and excelling in agentic tasks like customer service and terminal-based work.

permalink15 · artificialanalysis.ai →
Cedar Policy

Cedar is an open-source policy language and evaluation engine designed for authorization and access control decisions in applications and services.

Now is an excellent time to learn more about Cedar.

permalink9 · cedarpolicy.com →
Introducing Dogwood: runtime verification for AI agents

Dogwood is a runtime verification framework designed to monitor and ensure the safe and correct behavior of AI agents during execution.

permalink12 · aws.amazon.com →
The Hardest Working Font in Manhattan

A deep dive into Gorton, an obscure and quirky font that appears everywhere on New York City signage and vintage keyboards, exploring its mysterious origins, unusual letterforms, and surprising prevalence across the city.

Exquisite storytelling for font nerds (and everyone else).

permalink5 · aresluna.org →
Book Prize Index

A searchable database of award-winning nonfiction books that aggregates records from major literary prizes like the National Book Awards, Pulitzer Prize, and others, allowing readers, researchers, and librarians to discover prize-recognized books by subject, award, and publisher.

Fun way to find 'what to read next'.

permalink5 · book-prize-index.vercel.app →
Qwen 3.8 2.4T Mixture of Experts Model

A large-scale language model from Qwen featuring 512 experts with a mixture-of-experts architecture, designed for text generation tasks and available on Hugging Face.

permalink11 · huggingface.co →
DeepSeek V4 Pro 0813 API Pricing & Benchmarks

DeepSeek V4 Pro 0813 is a large-scale mixture-of-experts model available through OpenRouter with pricing of $0.435/$0.87 per 1M tokens and 1M context window support.

permalink13 · openrouter.ai →
AI is removing the middle class of software engineering

AI tools are accelerating development velocity without guardrails, causing projects with weak engineering practices to accumulate technical debt at unsustainable rates and collapse into unmaintainable systems that no one understands.

permalink16 · blog.florianherrengt.com →
OpenAI Models Now Available on Amazon Bedrock

OpenAI's latest specialized cybersecurity models (Daybreak Red and Blue) are now available on Amazon Bedrock with enterprise security features, data governance, and pricing that matches OpenAI's first-party rates.

permalink8 · www.aboutamazon.com →
ChatGPT Desktop App for Linux Now in Preview

OpenAI announced a preview release of the ChatGPT desktop application for Linux, enabling users to access ChatGPT, ChatGPT Work, and Codex directly within their development environments and browser workflows on supported Linux systems.

permalink7 · x.com →
The Economics of Recursive Self-Improvement

A back-of-the-envelope calculation suggests that feedback loops are not currently strong enough to generate a self-sustaining acceleration, though they appear to be strengthening. We conclude by assessing the plausibility and implications of such an acceleration.

permalink8 · elasticity.institute →
Nemotron 3.5 Lightning and NeMo Switchyard for Agentic AI

NVIDIA introduces a lightweight open model and routing library that enables faster, more efficient AI agents with greater control over data and workflows across edge devices, PCs, workstations, data centers, and cloud environments.

permalink7 · blogs.nvidia.com →
Compression is prediction

Explores the fundamental relationship between data compression and predictive modeling, examining how compression algorithms work as predictors and the implications for AI and LLMs.

permalink9 · ngrok.com →
How Keras 3 Modernized Expedia's Lodging Ranking Stack

Expedia Group upgraded their lodging ranking system using Keras 3, improving their machine learning infrastructure for hotel search results.

permalink7 · medium.com →
The Creative Power of Invisibility

Explores how restraint, curation, and subtraction—exemplified by producer Rick Rubin's invisible hand in shaping iconic music—represent the true creative power in an era of algorithmic noise and constant visibility.

permalink9 · www.linkedin.com →