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A model being a distilled version of another specific model is a different thing from using synthetic data off of another model. Anthropic goes to insane lengths to block other lab…

In the same vein, Jonathan Blow's modestly named "Preventing the Collapse of Civilization" talk: https://www.youtube.com/watch?v=ZSRHeXYDLko Crazy how time flies, given that talk i…

Pretty sure Mythos and Fable have way more params, but they've just been able to use the synthetic data off of them to get the leap in quality from Opus. So, not a distilled versio…

With the new Ultracode modes in Claude Code and Codex it's been taken to the next level. I mean, multi agent systems have been available for a long time, but the newest models seem…

People don't realize the exponential diffictlty curve with juggling. The highest amount of balls ever juggled is 11.

The actual part on fine-tuning seems very short in the article. Did I miss a page where they have examples of fine-tuning it for different niche use cases? Optimizing models to be …

Shouldn't the valuation be in Bs instead of Ms?

Yes, it is a 10x markup on the API prices. Depending on whether you factor in cooling costs, data center staff, etc. Or GPU costs and the electricity the GPUs are using only. Eithe…

True, it'd be a whole other situation if the tokens limits were cumulative. I guess it would all come down to whether their Claude Code subscription plans are turning in a profit o…

The subscription based plans are heavily subsidized, but the direct API inference pricing (which larger companies need to pay) is profitable. Using a full Claude Max 20x plan to 10…

I just did this on one .claude directory and >20% of the answers there included some variation of "real", "actual", "exact", "honest", "genuine", "valid", "true". ~15% in that dire…

It's kind of offputting how much Anthropic models these days keep repeating "real", "genuine" and "honest". They've RL'd that way over the top.

Definitely not just a classifier layered on top, although there is one of those as well. Pretty sure it's different post-training / finetune run and the model weights are different…