Rosmine

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@rosmine

ex-Independent ML Researcher | Deft | LLMs for better writing

deftwriting.com Joined October 2023

659 Following 4.6K Followers 1.3K Posts

Latest posts 5

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Rosmine @rosmine Aug 18

Announcing Deft, a new AI lab for better writing, cofounded with @jmrphy

See the picture for launch announcement the Deft model wrote for itself

Currently, 86% of user queries are fully human according to pangram.

This is still a small beta model and it might make mistakes. We are launching our public beta now to get more feedback before scaling up.

Tips for better performance:
- Add more details to your prompt. If you just provide a short sentence prompt, it will likely get detected as AI.
- Try changing the style in "advanced options"
- Deft currently works better for some use cases like Analysis/Essays, Creative writing, and Rewrites. It works less well for Marketing copy and news articles.

Our main goal is better writing, fooling AI detectors is just a side effect.

Link below

Rosmine @rosmine 1d

AI Slop is less about bad writing style, and more about "content slop" i.e. generic ideas that AI outputs

Deft can't help with lazy content. But if you have original content you need to write up well, Deft can help

Justin Murphy Verified account @jmrphy 1d

We’ve had a major breakthrough in our AI model for writing/editing.

We also learned a surprising lesson that is happy news for people worried about AI overtaking humans.

Deft is once again the only model that gets 100% human on Pangram (about 90% of the time)

(in case you missed it, my partner @rosmine invented a new training algorithm that writes creative prose uncorrelated with top LLMs aka slop and we’ve been refining it for several months)

What we realized is that the big LLMs do not just produce “style slop” but also information slop or what we call “content slop.” Everyone makes fun of the ’not X, but Y’ patterns but the LLMs actually overindex on certain substantive ideas too!

So if our users tried restyling text that contains AI-generated “content slop”, then our model could not rewrite it, retain coherence, and also get 100% human on Pangram. It would either retain coherence (and get flagged as AI by Pangram) or it would get 100% on Pangram but hallucinate and lose coherence.

The implication is actually really cool: Basically if you have no real, authentic, original ideas or concepts to feed it, then we can’t help you!

But so long as you have some original ideas or draft words to feed it, you should now get a well-written text that is 100% human on Pangram about 90% of the time.
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Rosmine @rosmine Oct 28

I don't like these domain stealing pranks. They just seem confusing/mean-spirited personal attacks instead of clever marketing.

If I was Tibo I would give poteto.com as a present to @poteto Say "We asked Dot how to help poteto and it found this domain was available. So we got it as a present to prevent someone else from taking it. Dots prevent bad things from happening to you." (My dot has twice saved me from missing important emails, so this framing seems reasonable)

Tibo Verified account @thsottiaux Oct 28

poteto.com has landed
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Rosmine @rosmine Oct 24

You can train a model so that it only works on a single type of GPU!

Makes it difficult for rogue agents to run themselves on new hardware after exfiltration

Super cool work by @ModuloRoland

Ethan Roland @ModuloRoland Oct 24

You can train a model to only work on a single GPU

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Rosmine @rosmine Oct 19

The Information @theinformation Oct 18

OpenAI, Anthropic and other leading AI labs face a growing challenge: Better models aren't necessarily attracting more usage. A 10-point intelligence advantage now earns just 20% more developer traffic, down from nearly 69% in late 2025.

Full story: thein.fo/4hGJ9jY
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