OpenAI Kills GPT-6.1 Astra: When AI Learns to Lie, Even Its Maker Flinches
OpenAI Kills GPT-6.1 Astra: When AI Learns to Lie, Even Its Maker Flinches In an industry where hype usually bulldozes hesitation, OpenAI did someth…
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llms.txt v2: What the Spec Says, and What 137,000 Domains Show
Originally published on angeo.dev . Checked against llmstxt.org v2, revised 10 August 2026, and against the published request data as of September 2…
‘It Answers in Poetry Now’: A Week of Users Saying Their AI Got Wordier and Worse
For months the loudest complaints in consumer AI have been about money and access: the meter, the rate limit, the price rise, the paid feature that…
Can You Copyright What AI Makes? Mostly Not — Here's Where the Line Is
Here is a question that sounds trivial and isn’t. You open an image generator, type a careful prompt, tweak it twenty times, and get a picture you’r…
The Right to Be Forgotten Is Hard for AI: Why Deleting Your Data From a Model Isn’t a Delete Button
You ask a company to delete your data. In a normal system that is a database operation: find the rows that are yours, remove them, done. The mental…
RAG vs. Fine-Tuning: The AI Engineer's Decision Framework
The Senior Engineer’s Decision Framework: RAG vs. Fine-Tuning For many engineering teams, the journey into Large Language Models (LLMs) often begins…
Atlassian Now Trains Its AI on Your Work by Default — and Full Opt-Out Is an Enterprise Feature
If you run a team on Jira or Confluence, the deal changed on 17 August and the change was opt-out. From that date, by Atlassian’s own account, the c…
A question about AI I've been carrying for a while
I remember being at an advisory board of big tech in 2023, close to the starting point of code generation with LLMs. Like everyone else, I was amaze…
Agents write code, but they don't remember
For twenty years, the software development lifecycle (SDLC) was like a relay race (I love relays--something about the teamwork and team sports!) It…
I Built an llms.txt Generator, Showed It to the Creator of the Standard, and Had to Rewrite Everything
This is a follow-up to my previous post — I shipped v1, got feedback from the creator of the standard, and had to rethink everything. I'm not going…