Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Thought · HackerPapers discussions

Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Thought — mentioned by chunpaiyang

Sat, 04 Apr 2026 12:33:49 GMT

I'm a software engineer building an app as a side project. I quickly realized AI bullshits a lot. But you know, engineers bullshit each other all the time too. The difference is we have a way to verify it - logical chains. You have to build an argument that holds up before anayone buys in it. So I though, can I make AI build its own logical chain ? Let it pass its own logic check before telling me the result. That's how I created my own "think" skill. It's based on Meta's CoT paper: https://arxiv.org/abs/2501.04682 It roughly works like this: 1. FRAME - Challenge the question itself, hidden…

Paper and discussion history. A mention is not an endorsement.

Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Thought — mentioned by chunpaiyang

Sat, 04 Apr 2026 04:23:10 GMT

AI lies. The trick is making it double-check itself before it ships. I made a skill that forces AI to think more. Burns more tokens but improve accuracy. I suggest you use Meta CoT(Chain-of-Thought) https://arxiv.org/abs/2501.04682 to build a think skill to avoid this problem.

Paper and discussion history. A mention is not an endorsement.

Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Thought — HN submission

Fri, 10 Jan 2025 12:37:54 GMT

Learning how to think with Meta Chain-of-Thought

229 points; 75 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Thought — HN submission

Thu, 09 Jan 2025 13:23:18 GMT

Towards System 2 Reasoning in LLMs: Learning How to Think Meta Chain-of-Thought

1 point; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.