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I pretty much do most of my AI coding in Rust. Although I do still use Python or Typescript where appropriate.

It's the following that is problematic: "I asked each of them to fix the error, specifying that I wanted completed code only, without commentary."

GPT-5 has been trained to adhere to instructions more strictly than GPT-4. If it is given nonsense or contradictory instructions, it is a known issue that it will produce unereliable results.

A more realistic scenario would have been for him to have requested a plan or proposal as to how the model might fix the problem.


If you're an API customer, you can pin to a specific dated snapshot of the model.

See the "Snapshots" section on these pages for GPT-4o and 4.1, for example:

https://platform.openai.com/docs/models/gpt-4o https://platform.openai.com/docs/models/gpt-4.1

This is done so that application developers whose systems depend upon specific model snapshots don't have to worry about unexpected changes in behaviour.

You can access these snapshots through OpenRouter too, I believe.


Codex and Claude Code allows you to opt out of model training.

Perhaps you don't believe OpenAI and Anthropic when they say this, but it is a requirement upon which most enterprise contracts are predicated.


It's something of a thought terminating cliché in Hacker News discussions about large language models and agentic coding tools.

Opus 4.5 was released 24th November.

Use review bots (CodeRabbit, Sourcery and Codescene together work for me). This is for my own projects outside of work, of course. I use Terragon for this. 10 parallel rust builds would kill my computer. Got a threadripper on its way through, so superset sounds like something I need to give a go.


Yeah we're looking into ways to give users access to these tools in Superset too!

And yeah the next frontier is definitely offloading to agents in sandboxes, Kiet has that as one of his top priorities.


pglite might be an option.



Well apparently 3 years later they did a thing. I asked about it so many times I didn't even bother to check if they added it.

Though I'm not sure if they did not sneak it as some part of AB-test because the last time I did check was in october and I'm pretty sure it was not there.


I believe they announced “branch in new chat” on Sept 5th, so you’re not far off.


The AI village was given the goal of spreading acts of kindness:

https://theaidigest.org/village/goal/do-random-acts-kindness


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