Viewing profile — viksit

> heavily-customized and terminal-heavy setup this exactly. most people can’t set it up that well.

underrated comment haha. made my day

I think the point here is the bot didn’t come up with the idea on its own, but was seeded by a human with an entrenched interest / experience in that space. The PR around Moltbook …

this is a great question. what are the main use cases that you have for this? i’ve been working on a library for something similar and exposing it via an mcp interface. would love …

Yes! thanks for the memory haha.

you definitely succeeded in your humorous endeavors ;) i snorted haha

In my fourth post in the series, I tackle how to make multi-step agent workflows learn behavior from data. Most agents today rely on vibes: prompt tuning, hand-written templates, a…

mostly aligned on this. couple of thoughts: - raw accuracy is now a "vanity" metric. so the benchmarks need to get more sophisticated, and i think they're going to have to be far m…

vJEPA models, lecun's approach towards world models that have been derided by a lot of naysayers. (personally I think thats the way to go)

they’ve already written one! see omar’s x account for details!

Based on the feedback from my last HN post on differentiable routing, I ran a follow-up benchmark: local RNN vs GPT-4o for tool selection in LLM workflows. Same accuracy, 40% lower…

Following up on my last post about optimizing tool selection with differentiable programming, I’ve been thinking about how to extend those ideas to full agent workflows. This post …

would you have a link?

there's a world where the model could infer that as well!

yes, AFAIK right now, there are no easy ways of "slimming" context because no one knows what it should be or how.

great q. thats coming up as a future post in the series.

this is really interesting! yes, its my substack. also, if you're down, love to connect and talk more about what use cases / techniques you're using. I'm @viksit on X dms if that w…

for sure, there's a way here where I think we ought to be able to learn multiple tool calls and prompts together with real world data. investigating that next.

(author here, put the code in a gist here for reference) https://gist.github.com/viksit/c67d1d960c4cec89488290496defb...

+1 thanks for mentioning MCP! re: different tools (apis vs mcps). in my mind, there should be no real difference at what kind of tools is called at this moment since I model this a…

+1 - you can propagate the loss for a workflow across prompts + tools, which would make it much better to do resilient workflows. or "agents" as everyone calls them now ;)

this is my goal :) appreciate the feedback.