LogicalIntelligence: legit or scam?

AI

https://preview.redd.it/d56384ng8w4g1.png?width=571&format=png&auto=webp&s=a8906b2f6ac97a71b0f916326702f0c7e0e2520b

https://x.com/logic_int/status/1995949127252017499

They claim: https://x.com/logic_int/status/1968044980791841193

The only viable future for AI is non-autoregressive..
We’re launching two AI agents + a new foundation model to deliver provably correct code, faster than ever before.
Non-autoregressive
Energy-based

What we need proven is that they are not using models with similar architecture to Aristotle anywhere in the process.

If you look into their background, they appear to have credentials, but so did Theranos.

If the results are largely based on energy methods (not autoregressive, search, or other prior existing tools), than this is potentially a breakthrough.

Posted Dec 3, 2025, 1:46 AM UTC

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