JJ(@JosephJacks_):I’m coming around to @ylecun’s JEPA … When you study quantum mechanics deeply enough, you realize that living systems have holographic computing substrates called microtubules … which form long-range coherent networks … and those are holographic! JEPA is very hologram-esque: — predicts in embedding space, not pixels (holograms encode interference, not images) — masked prediction = whole-in-part (any fragment constrains the whole) — relational, not absolute (meaning = predictability between parts) — EBM framing = learned holographic associative memory (cf. Plate HRRs, Kanerva SDM)

2026.05.15 23:00

I’m coming around to @ylecun’s JEPA … When you study quantum mechanics deeply enough, you realize that living systems have holographic computing substrates called microtubules … which form long-range coherent networks … and those are holographic! JEPA is very hologram-esque: — predicts in embedding space, not pixels (holograms encode interference, not images) — masked prediction = whole-in-part (any fragment constrains the whole) — relational, not absolute (meaning = predictability between parts) — EBM framing = learned holographic associative memory (cf. Plate HRRs, Kanerva SDM)

Haider.@haider1

2026.05.15 16:20

Yann LeCun says LLMs are strongest in domains where language itself is the substrate of reasoning, like math and code They can solve problems, prove theorems, and write programs — but they are not creative mathematicians, software architects, or computer scientists "their role is to help humans build"