12 August 2026

44 links · Wednesday

My Ten Years in No Man’s Sky - NMSspot

Today marks the 10-year anniversary of the launch of Hello Games’ space exploration survival game, No Man’s Sky. On August 9th, 2016 the game landed on the Playstation 4 (with the PC version arriving a few days later). I remember getting home from work that ev…

Ben Godfrey

When I was a student, I used to regularly drive right across Scotland, from the west coast to the east. Every time, I would get to Glasgow and be faced with a decision: I could either go north from Glasgow over the Kincardine Bridge, or I could head east and h…

The case for disaggregated LLM serving | Doubleword

Three checkable conditions under which disaggregated prefill is never worse than aggregated serving, and the reasons it's usually better. Plus an inventory-theory model of traffic drift: cold starts, safety stock, and a map of the shocks a deployment can ride …

We're entering the human era

While the investors, VCs, governments, and every influencer who can read news are all heralding the oncoming age of AI, I believe that the opposite is happening. We're entering the human era. The complexity of human mind has always been underestimated. We hav…

Introducing Grok 4.6

Grok 4.6 builds on Grok 4.5 with a particular focus on long-running agents and more ambitious interactive and visual work.

Blog | primecrunch

Project updates, discoveries, and announcements from the primecrunch project.

Caveman Promises 65% Fewer Tokens. My Bill Didn't Move.

Caveman, a wildly popular Claude Code plugin, promises to cut your AI coding tokens by 65% by making the model drop the filler and grunt. It works — the model really does write less. But those words are only ~0.6% of a real session's tokens and ~20% of its cos…

Purpose and intention — var0.xyz

Good code doesn't only describe what it does. It communicates why it exists. A look at how intent shapes names, abstractions, comments, and commit messages.

"The Search Results Are Poisoned"

Today I noticed that AI agents are detecting and rejecting content that they suspect is AI-written.

I never changed careers, only systems

What a bass guitar, a Commodore 64, and a mixing desk taught me about becoming a CTO. A few weeks ago I was cleaning up my Google Drive, which is the digital equivalent of finally opening that one drawer everyone has at home - the one with cables for devices y…

Demographic Dividend, my ass; overpopulation sucks

I find it striking how the world often swings between two extremes. Look at American politics. It is hard to believe that only a few years ago the CEO of Twitter had to apologize for [buying a sandwich from Chick-fil-A](https://www.usatoday.com/story/tech/nat…

License Plate Reader Searches Should Require a Warrant

So while I work with police departments regularly, I think it is critically important that technology be used reasonably. While this may be off-putting to some of my clients, I worked with the Inst…

DeepSeek V4 Pro 0813 - API Pricing & Benchmarks

DeepSeek V4 Pro 0813 is a large-scale mixture-of-experts model from DeepSeek. $0.435 per million input tokens, $0.87 per million output tokens. 1,048,576 token context window, maximum output of 384,000 tokens. Includes independent benchmarks from Artificial An…

Where Did the Productivity Gains Go?

There is a machine called Productivity, and on this machine there is a knob and a button. The knob increases productivity, and the button is labeled "reset."

No cost, no value | jola.dev

Why generating code makes it meaningless, why writing code by hand has value, and why toil is a critical part of the human experience.

Let Them Write RFCs

Or: why I spent hundreds of millions of tokens to write four versions of the same markdown file. I’m working on a complex project that’s just …

Notes from China, Q3 2026

Context: I recently spent 2.5 weeks in China visiting universities, research institutes, clinical sites, companies of all sizes, and investors. Most meetings focused on biotech, neurotech, and AI. Conventional wisdom my trip corroborated US cities feel medieva…

Fallacy of Decentralization

Decentralized networks work well when everyone is following the protocol. But there are always bad actors in large decentralized networks, they attack the...

We didn't Kill Physical Media. You did.

The recent news from Sony about physical media genuinely pissed me off. Not because I didn't see it coming—I did. We've all seen it coming for years. This has been the direction of travel ever since…

Compression is prediction | ngrok blog

Compression and LLMs are trying to solve the exact same problem: predicting what comes next. Learn the fundamentals of compression and how better prediction leads to better shrinkage.