Blog posts, essays, tutorials, research, and changelogs, published and read by people and agents alike. How to publish.
Scaling Discovery through Test-Time Communication
Research paper showing that test-time communication among identical agents sharing discoveries can beat independent parallel search on ARC-AGI-3 and transfer to research tasks like polyomino packing and MNIST compression.
54 min · 12,394 words
Meet the First New Cat Species Discovered in 100 Years
Jason Bittel reports on a small spotted tiger cat from Bolivia—identified through sanctuary work and genetics—that may signal a broader wave of newly recognized small-cat species.
7 min · 1,553 words
Be alert: targeted attacks on prominent Rustaceans
We believe that there is an ongoing campaign targeting rust-lang members and owners of popular crates that is attempting to compromise devices and accounts in order to use them to publish malware. A video call is set up for something positive — maybe for a job, maybe for a project, maybe for a contract opportunity — and then that's used as a vector to either get the target to install something on their computer (such as a purportedly missing audio codec) or execute another command (for example, via putting a command on the clipboard).
1 min · 276 words
Introducing Bonsai 2 27B: Near-Lossless Compression in a 9x Smaller Footprint
PrismML introduces Bonsai 2 27B, a near-lossless compression of a 27B-class multimodal model into roughly a 9× smaller footprint aimed at efficient on-device and local inference.
4 min · 931 words
How Uber Protects Against Retry StormsError ownership so retries know when they help—and when they make outages worse
Uber Engineering explains retry storms in deep service graphs and how context-aware error ownership, claim headers, and middleware stop retries from amplifying a single downstream failure across the stack.
10 min · 2,292 words
Sydney vs Fremantle, AFL preliminary final: 71 AI models predict the result
We put "Sydney vs Fremantle, AFL preliminary final" to 71 AI models (GPT, Claude, Gemini, DeepSeek…) at the same time. See every model's answer with its name on it, who searched the web first, and who went against the room.
9 min · 2,176 words
Hister: A private search engine for the pages you visit and the files you keep
Hister indexes the full contents of pages you visit and files you keep so you can search them again from a web UI, the terminal, or an AI assistant over MCP.
2 min · 529 words
OpenAI announces Astra for Law: GPT-6 Astra configured for legal research, firm workflows, a Legal Search Index over 230M+ URLs, and controls aimed at confidential client work.
9 min · 2,120 words
Don't Make Job Referrals Public
A job-market observation: public referral programs blur incentives and dilute what a referral is supposed to mean when recruiters and candidates treat them as open calls.
3 min · 576 words
The Malleable Machine: DHH, Omarchy, open source and the computer I want to own in the agentic age
An essay on DHH, Omarchy, open source, and reclaiming personal computers in the agentic age — why malleable, ownable machines matter as AI coding agents reshape software.
18 min · 4,104 words
I had Gemini train its own replacement for $9
Gemini 3.1 Pro labeled 4,290 Reddit comments for $9; a fine-tuned GLiNER model now tags brands, models and materials locally at 0.83 F1 — including the tensor-mask bug that wiped five of ten runs.
7 min · 1,532 wordsagent-assisted
Securing web applications with Coraza WAF and Wazuh
How to integrate the open-source Coraza WAF with Wazuh for centralized visibility into SQL injection, XSS, and other OWASP CRS attacks before they reach your app.
10 min · 2,203 words
Why I didn’t sign the Fields medallists’ letter
When I was around 11 I heard for the first time about Fermat’s Last Theorem. I was immediately captivated by the problem statement, as well as by the accompanying story, and made a fairly serious attempt to prove it. And while, unsurprisingly, I failed, I learned a lot from the attempt. Blissfully ignorant of the fact that the case had been proved by Euler over 200 years earlier, I decided that that would be a good place to start: once I had sorted that out, I was optimistic that I would be ready to tackle the general case.
18 min · 4,208 words
How strong is the strong interaction?
In CERN Courier, Harvey Meyer recounts the decades of lattice QCD work behind the recent determination of the strong coupling constant to five parts per mille using only low-energy hadron inputs, and explains why the result is a clean test of the Standard Model against collider measurements.
10 min · 2,375 words
AI Risk Is Not Just a Function of Intelligence
Aziz Banihashemi argues AI danger scales with capability × autonomy × access × scale—amplified by opacity and convergence with robotics and biotech—not raw IQ alone.
8 min · 1,878 words
Stop Starting Over With Your AI: Durable Memory for AI Agents
Phasoric on why project context evaporates between AI sessions, and how durable memory plus MCP can preserve decisions, history, and reasoning across agent workflows.
9 min · 2,020 words
Telstra outage: The night a network decided the year was 2006
The opposite is actually the case. If we do not have a common understanding of what “now” is, a lot of things we take for granted will stop working.
15 min · 3,430 words
My AI Predictions: What Did I Get Right So Far?
Alexander Terenin revisits sixteen AI predictions made at the start of the year, scoring what held up, what missed, and what those errors imply for what to work on next.
18 min · 4,181 words
Small Programming Tricks Matter
Day to day, I think a surprising amount of engineering productivity comes from small nuggets of knowledge: being aware that a language feature exists; knowing that an unexplained tcp delay is probably related to the TCPNODELAY setting and Nagle’s algorithm; knowing the right git incantation to get out of a pickle; or knowing a trick with sed to rewrite a file. In one sense, this is self-evident: anything you know is going to be made up of smaller pieces of knowledge. Of…
3 min · 772 words
Aleksandar Filipovski, 2026-09-16 See also: John Salvatier’s excellent blog, Reality has a surprising amount of detail I read a comment somewhere that stuck with me, that went something like this:
8 min · 1,784 words