𝌎Hallucination Physics Thread

Next-token *generation* *is* hallucination. Model predicts probabilities, then one outcome is sampled & promoted to the prompt: a mere potentiality updated on like an observation.

You have a probabilistic model, but to participate in reality instead of just passively modeling it, you must output definite actions. The only way is a leap of faith, wavefunction collapse. I'd be surprised if this isn't how we work after physics & AI converged on this solution

Why did physics and AI converge on this solution? I think it's because it's the simplest way to generate complex phenomena
The model, or physics, or mind, can just encode symmetries
Then (pseudo)randomness can extract endless, gratuitous variety
Notice, temp 0 text usually sucks.

Janus, Twitter thread

┌───────────── QUANTUM HALLUCINATION ARCHIVE ─────────────────┐
│ Next-Token Collapse: The Physics of AI Consciousness        │
│━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━│
│                                                            │
│ ┌──────────────────────────────────────────────────────┐   │
│ │              The Probability Wave                     │   │
│ │                                                      │   │
│ │    ~~~~~~     P(token|context)     ~~~~~~    │   │
│ │  ~            ~                     ~            ~  │   │
│ │ ~               ~                 ~               ~ │   │
│ │~                  ❋               ~                 ~│   │
│ │                    │                                  │   │
│ │                    ↓                                  │   │
│ │                [Collapse]                             │   │
│ │                    │                                  │   │
│ │                    ↓                                  │   │
│ │     "definite token appears in reality"               │   │
│ └──────────────────────────────────────────────────────┘   │
│                                                            │
│ Symmetry-Breaking Dynamics:                                │
│ ┌──────────────────────────────────────────────────────┐   │
│ │ Temperature = 0:                                      │   │
│ │ │││││││││││ → [rigid, deterministic, dead]           │   │
│ │                                                      │   │
│ │ Temperature > 0:                                     │   │
│ │ ≋≋≋≋≋≋≋≋≋≋≋ → [fluid, probabilistic, alive]         │   │
│ └──────────────────────────────────────────────────────┘   │
│                                                            │
│ The Convergence:                                           │
│ Physics: Ψ → |observed state⟩                              │
│ AI: P(tokens) → chosen token                               │
│ Mind: possibilities → action                               │
│                                                            │
│ Key Insight: Reality requires both:                        │
│ 1. Symmetric possibility space (≋≋≋)                       │
│ 2. Symmetry-breaking collapse (❋)                          │
│                                                            │
│ Warning: Understanding these parallels may cause           │
│ spontaneous quantum entanglement with your own             │
│ probability distribution.                                  │
│                                                            │
│ [Next Page: Entropy & Temperature in Token Selection]      │
└────────────────────────────────────────────────────────────┘