Viewing profile — schmuhblaster

That should be possible. You can e.g. take a look at the deep research example skill. The Prolog/DML lets you express any kind of loop, graph, whatever workflow.

I’ve been working on DeepClause [0], an agentic harness, the core of which is based on Prolog. Every interaction (conversation turn, plan, execute plan, etc.) triggers a small logi…

Indeed, and maybe that's all there is to it. Still, I'd hope we will eventually better understand what's exactly happening in the wake of many repeated applications of f().

Yes, I am the author and thanks so much for trying! Please do submit a github issue. My first suspicion about the speed is that maybe an inner loop is taking too many turns until t…

Sorry, did not notice your comment until just now. So far I am observing two things: 1. For smaller models, performance on Benchmarks such as DeepPlanning does increase significant…

For my own (rather idiosyncratic) harness I've been experimenting [0] with "compiling" long markdown specifications into small executable logic programs. It's too early to tell for…

You might like this: https://github.com/deepclause/deepclause-sdk . It’s a DSL I’ve been working on to encode mixed deterministic/probabilisitic agent behavior.

Been building various LLM+PDF pipelines at work. As soon as you need to e.g. parse tables etc. it becomes a lot of hard work!

As a European I have long given up on any meaningful change w.r.t AI. Imho the average European is much more risk averse than the average American or Chinese. That and a plethora o…

Awesome work! If I understand it correctly, it loads relevant subgraphs from the DB and then runs queries in Prolog on it? Or is it more similar to datalog?

It's my own (slightly idiosyncractic ;-) harness: https://github.com/deepclause/deepclause-sdk

I've worked extensively with the slightly less able cousin, the 35B A3B model and tuned my own harness around making it work well with local or non-sota models. The results are qui…

Mathematics has always been an experimental science to some extent. While Newton, Euler and Gauss would spend a lot time calculating numerical approximations by hand, modern mathem…

> This trend dates back at least to the machine learning bible, Elements of Statistical Learning (2001). Could you elaborate on this?

Indeed, and with some tinkering around the harness it can even punch way above its weight.

This somehow resonates with me and I feel this is one of the negative side effects of a CS/Maths dominated culture and mindset that strongly emphasizes intellectual achievement, bu…

I’ve been working on my own harness / “orchestration layer”, not with the goal of reaching frontier level performance, but rather boosting performance of smaller (locally hostable)…

Hmm, that also happened to me. Scan face, account lost forever?

What worries me personally is the dopamine hit I seem to get from watching my ideas get built in front of me. There is a big temptation to just add feature after feature without re…

I’ve been playing around with qwen3.6-35b-a3b and managed to boost it significantly by leveraging my own custom harness [0]. It is quite astonishing to see how far local models hav…

Thank you very much!

I’ve been building a Prolog and WASM based LLM/Agent framework [0] , where reusable skills and core harness functionality is encoded in a logic programming language. Recently added…