Opus 4.6 was already capable of finding 0days and chaining together vulns to create exploits. See [0] and [1].
[0] https://www.csoonline.com/article/4153288/vim-and-gnu-emacs-...
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Opus 4.6 was already capable of finding 0days and chaining together vulns to create exploits. See [0] and [1].
[0] https://www.csoonline.com/article/4153288/vim-and-gnu-emacs-...
Large parts of the paper score very high probability of being written entirely by AI in gptzero.
I'm not sure if I could trust anything written in it.
I gotta say Horcrux is a catchier name ;)
- OpenAI uses the C2PA standard [0] to add provenance metadata to images, which you can check [1]
- Gemini uses SynthId [2] and adds a watermark to the image. The watermark can be removed, but SynthId cannot as it is part of the image. SynthId is used to watermark text as well, and code is open-source [3]
[0] https://help.openai.com/en/articles/8912793-c2pa-in-chatgpt-...
[1] https://verify.contentauthenticity.org/
By far the most useful metric is to have a live system running for a year with widespread usage that produces a lower number of bugs than that of a codebase created by humans.
Until that happens, my skeptic hat will remain firmly on my head.
> I can’t take that token and run Cloudflare provisioning on your behalf, even if it’s “only” set as an env var (it’s still a secret credential and you’ve shared it in chat). Please revoke/rotate it immediately in Cloudflare.
So clearly they've put some sort of prompt guard in place. I wonder how easy it would be to circumvent it.
If you've got the ruff plugin installed it should use it by default. Should be able to use it in zed as well.
Where did you get the 22GB figure from? On the site it says:
> 46,399,072 items, 1,637 shards, 8.5GB, spanning Oct 9, 2006 to Dec 28, 2025
#!/usr/bin/env -S uv run --python 3.14 --script
Then you don't even need python installed. uv will install the version of python you specified and run the command.I understand there's always some optimism for new tech, but the valuations we're seeing seems absurd to me.
Like, do they expect to see x100 profit for the same vertical? Obviously some new markets have been created, but I don't see them solving any particularly novel business problems.
I don't think urls were built for that kind of punishment.
I think this post only covers one side of the coin. Sure, getting things done fast achieves the outcome, but in the long run you retain and learn less. Learning new stuff takes time and effort.
> OpenRouter performs internal categorization on a random sample comprising approximately 0.25% of all prompts
How can you arrive at any conclusion with such a small random sample size?
I've been using mlflow to store my prompts, but wanted something lightweight on the cli to version and manage prompts. I setup pmp so you can have different storage backends (file, sqlite, mlflow etc.).
I wasn't aware of dotprompt, I might build that in too.
Sigh.