Introduction to Latent Variable Energy-Based Models: A Path Towards Autonomous Machine Intelligence · HackerPapers discussionshttps://hackerpaper.kaipfister.de/p/2306.02572/Collected HN comments and submissions linking this paper.enMon, 02 Nov 2026 11:16:22 GMTIntroduction to Latent Variable Energy-Based Models: A Path Towards Autonomous Machine Intelligence — mentioned by sorobahnhttps://news.ycombinator.com/item?id=40686866urn:hackerpapers:mention:2306.02572:40686866Sat, 15 Jun 2024 01:49:05 GMT<p>I feel like this is a really hard problem to solve generally and there are smart researchers like Yann LeCun trying to figure out the role of search in creating AGI. Yann&#x27;s current bet seems to be on Joint Embedding Predictive Architectures (JEPA) for representation learning to eventually build a solid world model where the agent can test theories by trying different actions (aka search). I think this paper [0] does a good job in laying out his potential vision, but it is all ofc harder than just search + transformers. There is an assumption that language is good enough at representing our…</p><p><a href="https://hackerpaper.kaipfister.de/p/2306.02572/">Paper and discussion history</a>. A mention is not an endorsement.</p>cs.LG