Devon

Post-training LLMs.
Building Gen AI tools.
LP investing in SaaS and AI.
- Effortlessly dispatch your workforce

[Devon @devonbrackbill]

@GergelyOrosz What harness are they using to handle the routing?

[Devon @devonbrackbill]

@gavinrbrown1 @joshu Agree, I will die on this saddle point.

[Devon @devonbrackbill]

The essential CLAUDE.md

[Devon @devonbrackbill]

@emollick Yeah, but where’s the fun in that? I live for the thrill of exposing all my api keys to the dark web

[Devon @devonbrackbill]

@tszzl I know that a B2 stealth bomber exists and Northrop Grumman makes it. Can’t say the same thing about whatever SSI makes

[Devon @devonbrackbill]

@cwolferesearch Another one to add to your list: How to correctly report LLM as judge evals: https://t.co/b0InmjCtCK

[Devon @devonbrackbill]

Now I see the full picture.

[Devon @devonbrackbill]

@ankurnagpal @Scobleizer But can it find and download all my documents and process my physical mail too?

[Devon @devonbrackbill]

@joelgrus Confession: Running more than one agent at a time stresses me out

[Devon @devonbrackbill]

@TheStalwart @MrMarket85 @Citrini7 When was the last time you saw a substack post move the market several points?

[Devon @devonbrackbill]

@codyschneider generator

[Devon @devonbrackbill]

@KelseyTuoc Bad at time estimates, just like a real engineer 😉

[Devon @devonbrackbill]

@alexolegimas @alz_zyd_ I’m gonna start responding “https://t.co/dGIZCnk97s issue, bro” to twitter/x posts

[Devon @devonbrackbill]

@YouJiacheng What are the other big self distillation papers beside the one you cited (which was a good paper)?

[Devon @devonbrackbill]

Nice point. This is how in understand why reverse KL is useful here: these methods want to nudge the model’s existing behavior, not overwrite it with the teacher’s behavior. And only reverse KL has that property because it didn’t try to cover the entire teacher’s probability distribution

[Devon @devonbrackbill]

@ryanlpeterman @nimit_sohoni Do you mean a List like this? If so, could you share the link? Or so you just mean the people he follows?

[Devon @devonbrackbill]

Not entirely true. NE's drivers are high natural gas/fuel costs + limited pipelines/ports, aging grid upgrades, and weather extremes.
CA also has high wildfire-related costs.
Policy clearly has some impact, but not as much as we might think
This report has more details: https://t.co/cmd1wOtYUf

[Devon @devonbrackbill]

@mickeyxfriedman I’m partial to a good combobulating, but yes spelunking is my fav too. The absence of a reticulating (“splines” is implied) is clearly the biggest miss by CC tho

[Devon @devonbrackbill]

@Molson_Hart Can’t wait to inherit all that popcorn ceiling