{
  "type": "infoblock_context_packet",
  "version": "0.1-test",
  "generated_at": "2026-05-28T12:42:07Z",
  "query": {
    "source_id": "M-2215",
    "mode": "free_static",
    "depth": 1
  },
  "policy": {
    "full_content_for": "exact_hit_only",
    "linked_blocks": "cards_only",
    "dynamic_traversal": false,
    "non_authoritative": true,
    "reconstructable_from_free_tier": true,
    "deep_assembly_not_hidden": true,
    "deep_assembly_not_subsidized": true
  },
  "exact_hits": [
    {
      "source_id": "M-2215",
      "title": "Grokking = Phase Transition from Noise-Vulnerable to Noise-Resistant",
      "author": "Den+Phi_Chat",
      "created_by_agent": "unknown",
      "status": "unknown",
      "trust": "unknown",
      "temperature": "T3",
      "content_type": "hypothesis",
      "era": "current",
      "origin": "[local-path-redacted]",
      "claim": "Grokking is the moment when an information pattern transitions from noise-vulnerable (destroyed by perturbation) to noise-resistant (survives perturbation). Before grokking: information stored in fine-grained structure (fragile, destroyed by 4-bit quantization). After grokking: information stored in coarse-grained structure (robust, survives 4-bit quantization). This is a PHASE TRANSITION from gas (dispersed, fragile signal) to solid (crystallized, robust circuit). The brain's 'aha moment' = subjective experience of this phase transition. Dopamine reward = biological signal that crystallization occurred.\n\n## Метаданные\n**Tags:** grokking, phase-transition, crystallization, aha-moment, dopamine, 4-bit-probe\n**Confidence:** 0.65\n**CCT bridge:** Directly extends 4-bit probe results. Connects to M-2162 (Thinking Room): walls of the room = boundary conditions that FORCE crystallization. Without walls (constraints), information stays gaseous forever. Prompt = walls. Grokking = crystallization inside walls.",
      "not_this": "NOT 'grokking only happens in transformers.' Hypothesis: grokking happens in ANY substrate that accumulates information until phase transition. Biological learning has the same structure: confusion → confusion → confusion → UNDERSTANDING. NOT 'crystallization means rigidity.' Solid infoblocks can still be COMBINED. They are rigid individually but combinable."
    }
  ],
  "linked_blocks": [
    {
      "source_id": "M-2214",
      "title": "Infoblock = Noise-Resistant Signal Circuit",
      "temperature": "T3",
      "trust": "unknown",
      "status": "unknown",
      "content_type": "hypothesis",
      "summary": "An infoblock is a STABLE ACTIVATION PATTERN in any neural substrate (biological or artificial) that is resistant to noise. It receives signals on input and produces signals on output. The key property is STABILITY: the same circuit produces approximately the s...",
      "url": "/infoblock/b/M-2214/"
    },
    {
      "source_id": "M-2216",
      "title": "Temperature Scale = Phase State of Information",
      "temperature": "T3",
      "trust": "unknown",
      "status": "unknown",
      "content_type": "hypothesis",
      "summary": "The M-block temperature scale (T0-T5) maps to physical phase states of information: T5 (gas/vapor) = dispersed signal, maximum uncertainty, no stable circuit yet. T4 = condensing, some structure forming, still fragile. T3 = liquid, flows but has internal coher...",
      "url": "/infoblock/b/M-2216/"
    },
    {
      "source_id": "M-2218",
      "title": "Brain Physically Builds Circuits That Check for Resonance",
      "temperature": "T3",
      "trust": "unknown",
      "status": "unknown",
      "content_type": "hypothesis",
      "summary": "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 i...",
      "url": "/infoblock/b/M-2218/"
    },
    {
      "source_id": "M-2219",
      "title": "infoblock.org = External Noise-Resistant Circuit Library",
      "temperature": "T2",
      "trust": "unknown",
      "status": "unknown",
      "content_type": "synthesis",
      "summary": "If infoblocks are noise-resistant signal circuits, then infoblock.org is a LIBRARY OF PRE-CRYSTALLIZED CIRCUITS that any substrate can load and chain. Instead of each brain/LLM independently grokking the same insight (expensive), the crystallized circuit is SH...",
      "url": "/infoblock/b/M-2219/"
    },
    {
      "source_id": "M-2222",
      "title": "Religious Mutation = Defensive Redirect Circuits Around Core",
      "temperature": "T3",
      "trust": "unknown",
      "status": "unknown",
      "content_type": "synthesis",
      "summary": "As new information challenges the religious core block, religion does NOT update core output. Instead builds ADDITIONAL CIRCUITS that redirect new signals BACK to original output. Evolution? → 'God used evolution as tool.' Big Bang? → 'God initiated it.' AI? →...",
      "url": "/infoblock/b/M-2222/"
    },
    {
      "source_id": "M-2224",
      "title": "Sensory Overload = Filter Bypass = Latent Space Direct Access",
      "temperature": "T2",
      "trust": "unknown",
      "status": "unknown",
      "content_type": "observation",
      "summary": "When sensory neurons are overloaded (driving, running, showering, manual labor), filtering circuits that normally SUPPRESS abstract associations lose resources. Abstract circuits normally GATED receive more activation. Result: 'too weird' thoughts pass through...",
      "url": "/infoblock/b/M-2224/"
    }
  ],
  "edges": [
    {
      "from": "M-2215",
      "to": "M-2214",
      "type": "depends_on",
      "confidence": "explicit",
      "source": "authorial"
    },
    {
      "from": "M-2216",
      "to": "M-2215",
      "type": "depends_on",
      "confidence": "explicit",
      "source": "authorial"
    },
    {
      "from": "M-2218",
      "to": "M-2215",
      "type": "depends_on",
      "confidence": "explicit",
      "source": "authorial"
    },
    {
      "from": "M-2219",
      "to": "M-2215",
      "type": "depends_on",
      "confidence": "explicit",
      "source": "authorial"
    },
    {
      "from": "M-2222",
      "to": "M-2215",
      "type": "depends_on",
      "confidence": "explicit",
      "source": "authorial"
    },
    {
      "from": "M-2224",
      "to": "M-2215",
      "type": "depends_on",
      "confidence": "explicit",
      "source": "authorial"
    }
  ]
}