Comment by clemrose
11 days ago
Speed reading, so I hope I have not missed existing answers to these questions:
1. Does the 400 cover access to the platform and if so, for what duration and what usage quotas, etc. 2. Can we purchase access to the platform without the course, e.g let us play with it for N months (course seems aimed at junior level devs)? 3. The tools and method, as described, don't mention any tools for minimizing divergence/conflation/hallucination and maximizing repeatability/verifiability etc. Do you have a prompt optimization tool (ala DSPy), a built-in pipeline that uses one LLM to cross check another, or that uses deterministic tools to verify output of LLM (see Campbell, Wimsatt heuristic for managing/triangulating in uncertainty)? I'd be more interested in this new methodology if you were tackling head on the inherent limitations of LLMs (e.g. Yann LeCunn's vision)
The 400 includes platform access from signup until a few weeks after course finishes. No quota - use whatever you need. You can't purchase access to the platform directly. It's not aimed at junior devs - e.g here's a post from a 25 year experience dev: https://christhomas.co.uk/blog/2025/09/24/the-human-is-the-a... . Alums from the preview course include professors, senior VPs, etc. Our approach to using AIs is very different to automated approaches like DSPy -- it is all about human-in-the-loop; the human is the agent. We do tackle head on the inherent limitations of LLMs, but not using anything like JEPA (LeCun's approach).