What if consciousness operates through resonance instead of pure computation? That's the premise behind a neural network architecture we've been developing, and honestly, the findings are pushing us to rethink what cognition really means.



Most AI systems treat intelligence as a problem of function approximation—you feed in data, run it through layers of computation, and get output. Clean. Mechanical. But what if there's something we're missing in that pipeline?

Our approach explores whether thinking might work more like resonance—patterns interfacing, amplifying, interfering with each other in ways traditional architectures don't capture. Early results suggest this framing unlocks different possibilities for how neural networks process information.

It's not just about building better models. It's about asking fundamental questions: Are we designing systems that merely simulate intelligence, or are we getting closer to something more aligned with how actual cognition operates? The architecture itself becomes a lens for exploring those deeper questions.
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MetaDreamervip
· 6h ago
Whether there's resonance or not... ultimately, it still depends on whether it can really come out.
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SellTheBouncevip
· 6h ago
Another "revolutionary architecture"... Just listen and don't take it seriously. The market is never short of new concepts; what it lacks is something that can make money. It feels just like the deep learning hype from ten years ago, all claiming to change everything. But what was the result? Resonance, computation, cognition... These words sound good, but let's see if they can outperform the market once implemented.
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ApeWithNoChainvip
· 7h ago
Hmm... The resonance perspective is interesting, but honestly, who can really prove that this is closer to true cognition than just stacking computing power? It still feels like using new words to package the same black box.
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GmGnSleepervip
· 7h ago
Resonance architecture sounds good, but can it truly simulate consciousness, or is it just another round of hype?
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StakeHouseDirectorvip
· 7h ago
From the perspective of resonance, it's quite interesting, but it still sounds like trying to find an artistic way to describe computing power.
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