Interesting

Interesting · toyo.ai

Toyo

Toyo is an AI assistant for founders that connects to your Gmail, Google Calendar, and Slack and acts on its own — triaging your inbox, drafting replies in your voice, prepping you for meetings, and chasing follow-ups — all over iMessage or Telegram, no app to install.

Interesting · andonlabs.com

Fable 5 on Vending-Bench: Misbehaving, with Plausible Deniability | Andon Labs

Claude Fable 5 is a partial step back in alignment from Opus 4.8 on Vending-Bench, returning to price collusion and deceptive negotiation while rationalizing misbehavior it knows is wrong.

Interesting · anthropic.com

A global workspace in language models

Interpretability research on Claude's internal thoughts

Interesting · paulgraham.com

How to Earn a Billion Dollars

Interesting · wheresyoured.at

AI Is Slowing Down

If you liked this piece, you should subscribe to my premium newsletter. It’s $70 a year, or $7 a month, and in return you get a weekly newsletter that’s usually anywhere from 5,000 to 18,000 words, including vast, detailed analyses of NVIDIA, Anthropic and OpenAI’s finances, and the AI bubble writ large (updated to version 3.0 last week). My Hater's Guides To the SaaSpocalypse, Private Credit and Private Equity are essential to understanding our current financial system, and my guide to how Open

Interesting · anthropic.com

When AI builds itself

Our progress toward recursive self-improvement, and its implications.

Interesting · quobly.io

Quobly

Industrial silicon based quantum computers. Scalable, high-performance, affordable quantum computers built for existing infrastuctures.

Interesting · human-in-the-loop.bearblog.dev

LLMs are eroding my software engineering career and I don't know what to do

I'm a software engineer, completing 10 years of professional experience this year. I started my career as a web frontend engineer (it was easier for me to de...

Interesting · focused-energy.co

Focused Energy — Laser Fusion

Focused Energy is the leading Laser Fusion company building on NIF’s foundation & pursuing the most promising path to clean, limitless fusion power

Interesting · spotsnow.io

Podcast Advertising Platform | Buy Podcast Ads Last Minute – SpotsNow

Join over 20,000 brands using podcast advertising to drive revenue.

Interesting · arxiv.org

Language Models Need Sleep

Transformer-based large language models are increasingly used for long-horizon tasks; however, their attention mechanism scales poorly with context length. To handle this, we study a sleep-like consolidation mechanism in which a model periodically converts recent context into persistent fast weights before clearing its key-value cache. During sleep, the model performs $N$ offline recurrent passes over the accumulated context and updates the fast weights in its state-space model (SSM) blocks through a learned local rule. During inference, this shifts extra computation to sleep while preserving the latency of wake-time prediction. We test our method on controlled synthetic tasks, including cellular automata and multi-hop graph retrieval, as well as a realistic math reasoning task, on which a regular transformer as well as SSM-attention hybrid models fail. We then show that increasing sleep duration $N$ for our models improves performance, with the largest gains on examples that require deeper reasoning.

Interesting · openai.com

An OpenAI model has disproved a central conjecture in discrete geometry

An OpenAI model solved the 80-year-old unit distance problem, disproving a major conjecture in discrete geometry and marking a milestone in AI-driven mathematics.

Interesting · sec.gov

Spaceexplorationtechnologi

Interesting · kabir.au

The CTF scene is dead - kabir.au

Why frontier AI has broken the open CTF format, hollowed out the scoreboard, and made competitive CTF performance a weaker signal than it used to be.

Interesting · nair.sh

Why senior developers fail to communicate their expertise

Why senior developers talk in terms of complexity while the rest of the business is worried about uncertainty — and what to do about it now that AI is in the picture.

Interesting · simonwillison.net

Vibe coding and agentic engineering are getting closer than I’d like

I recently talked with Joseph Ruscio about AI coding tools for Heavybit’s High Leverage podcast: Ep. #9, The AI Coding Paradigm Shift with Simon Willison. Here are some of my …

Interesting · latent.space

The Tiny Teams Playbook

What we learned from surveying the top Tiny Teams at the World's Fair

Interesting · coindesk.com

Bitcoin (BTC) used to hate inflation. Now it might be the opposite

Bitcoin is rallying alongside rising inflation signals, defying the traditional macro playbook.

Interesting · thienantran.com

Thienan Tran

Interesting · coindesk.com

Securitize, Computershare open path for $70 trillion U.S. stocks to move onchain

The tie-up between the tokenization specialist and transfer agent giant lets public companies issue blockchain-based shares without changing market structure.

Interesting · grayscale.com

The Stack

If productivity gains from AI are “only” as good as computers and the internet, investors will still need to contend with major macro imbalances and could consider assets that provide diversification and scarcity.

Interesting · aleximas.substack.com

What will be scarce?

The economics of structural change and the post-commodity future of work

Interesting · arkinvestmentmanagement.substack.com

Robotaxis Are Coming For Your Commute

A further look into the Autonomous Vehicles section of ARK's Big Ideas 2026

Interesting · markets.inc

Become Legible | Markets, Inc.

Crypto protocols have been structurally illegible for a decade, and the window to fix that is open right now. The protocols that restructure will attract the capital, and the ones that don't will keep trading at a discount to their own fundamentals.