Interesting

theeurekadatabase.com

Eureka DB · The startup idea database built from real frustration.

Validated startup ideas pulled from real public frustration, each with the exact plan to build it.

voiceos.com

WakoAI Inc.

WakoAI Inc. builds VoiceOS, an AI voice agent and system-wide dictation app for Mac and Windows.

a16z.news

You just hired a million bad employees.

For the first time in history, humans are cheaper than software

adi.bio

Punch Yourself in the Face with Reality | Adi

Who can punch themselves in the face with reality the most? This is who will win in the age of AI.

sectionai.com

You Bought AI. That Was the Easy Part.

Section helps enterprise teams turn AI access into real behavior change through personalized coaching, certification, and strategic planning. See how it works.

antirez.com

Control the ideas, not the code -

larp.website

LARP — Revenue infrastructure for serious founders

Send them $10,000. They send you $10,000. You've both booked $10,000 in revenue. Cash never moves. Everybody's a rocketship. (Satire.)

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.

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.

anthropic.com

A global workspace in language models

Interpretability research on Claude's internal thoughts

paulgraham.com

How to Earn a Billion Dollars

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

anthropic.com

When AI builds itself

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

quobly.io

Quobly

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

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...

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

spotsnow.io

Podcast Advertising Platform | Buy Podcast Ads Last Minute – SpotsNow

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

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.

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.

sec.gov

Spaceexplorationtechnologi

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.

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.

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 …

latent.space

The Tiny Teams Playbook

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