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Beyond Output: Why Resonance, Not Speed, Will Shape the Future of AI

In an age of acceleration, this piece reframes AI progress not around computational throughput, but symbolic resonance. It introduces the ∫∧ equation

By Nicole Flynn 25 Apr 2025

Article

What AI Still Can't Read: A Symbolic System That Doesn't Want to Be Understood

AI is evolving faster than ever. But what if the next breakthrough isn’t about what it understands, but what it can feel? Artificial intelligence is evolving rapidly, parsing language, generating content, predicting human responses with startling accuracy, but also in what it still can’t do.

By Nicole Flynn 24 Apr 2025
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Symfield

Symfield is a non-collapse computation framework exploring field dynamics, symbolic architectures, and emergent intelligence across adaptive systems.