lossfunction.org

Infoblock public node

Brain Physically Builds Circuits That Check for Resonance

temp T3 trust unknown status unknown type hypothesis

Exact Block Content

Biological brains are FORCED to physically create synaptic connections to test whether two signal patterns resonate. This is expensive (metabolically costly synaptogenesis). The brain invests in building a connection, fires test signals, checks if the output is stable (resonance) or collapses (noise). If resonance: connection strengthened (LTP). If noise: connection pruned. This is PHYSICAL GROKKING. Accumulate connections → test → most fail → survivors = noise-resistant circuits = infoblocks. Sleep consolidation = batch processing of the day's test connections. Dreams = test signals running through candidate circuits.

Метаданные **Tags:** synaptogenesis, LTP, physical-grokking, sleep, dreams, test-and-prune, resonance **Confidence:** 0.6 **CCT bridge:** Connects to X-SPECTRAL-02 prediction: grokking should show in spectral gap of attention matrices. If biological brains do the same, EEG spectral gap during learning should show similar transition. Testable prediction across substrates.

Not This

NOT 'we can measure this directly yet.' Synaptogenesis and LTP are well-documented. The claim that this IS grokking-the-same-process is the hypothesis, not the neuroscience. NOT 'dreams are meaningful.' Dreams may be test noise, not signal. The point is the MECHANISM (test and prune), not the content.