Title I'm looking for engineers who enjoy solving problems that are more about correctness than AI.

Reddit r/artificial News

Summary

The author shares their experience building a prototype to verify AI-generated financial claims, focusing on systems and engineering challenges like evidence reconciliation and deterministic verification, and invites conversations with like-minded engineers.

Over the last few months I've been building a prototype around a question I can't stop thinking about: How do you know when an AI-generated financial claim is actually trustworthy? The obvious answer is "use a better model." The more I've built, the less I believe that's the real solution. The harder problems have turned out to be things like: representing evidence across multiple documents reconciling conflicting financial values deterministic rule evaluation calculation traceability versioned verification logic deciding what can actually be verified versus what should remain outside scope It's less of a chatbot problem and more of a systems, data, and engineering problem. That's exactly why I enjoy working on it. I'm still at the prototype stage, but every week the project becomes less about prompting LLMs and more about building infrastructure for trustworthy AI. If you're the kind of engineer who gets excited by: C++ distributed systems compilers formal methods financial systems document intelligence verification evaluation deterministic software I'd genuinely like to hear what kinds of problems you're working on. Not recruiting today. Mostly looking to meet people who enjoy building difficult systems. Some of the best opportunities I've had started as technical conversations rather than interviews.
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The article discusses the industry consensus that AI is becoming extremely capable but still faces reliability issues for high-stakes tasks, emphasizing that current systems optimize for plausibility rather than guaranteed truth, and that the path forward involves layered verification systems rather than a single perfect model.