structure
definition
TemporalSequence
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IndisputableMonolith.Foundation.ArrowOfTime on GitHub at line 33.
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30noncomputable section
31
32/-- A sequence of R-hat steps with accumulated Berry phase at each step. -/
33structure TemporalSequence where
34 n_steps : ℕ
35 berry_at_step : Fin n_steps → ℝ
36
37/-- Z-complexity at step k: sum of absolute Berry phases up to k. -/
38def zAtStep (seq : TemporalSequence) (k : Fin seq.n_steps) : ℝ :=
39 (Finset.univ.filter (fun i : Fin seq.n_steps => i.val ≤ k.val)).sum
40 (fun i => |seq.berry_at_step i|)
41
42/-- Z is non-negative at every step. -/
43theorem z_nonneg (seq : TemporalSequence) (k : Fin seq.n_steps) :
44 0 ≤ zAtStep seq k := by
45 unfold zAtStep
46 apply Finset.sum_nonneg
47 intro i _; exact abs_nonneg _
48
49/-- Forward direction: adding a step with nonzero Berry phase increases Z. -/
50theorem forward_accumulates (phases : List ℝ) (new_phase : ℝ) (hn : new_phase ≠ 0) :
51 let z_before := (phases.map fun p => |p|).foldl (· + ·) 0
52 let z_after := ((phases ++ [new_phase]).map fun p => |p|).foldl (· + ·) 0
53 z_before < z_after := by
54 simp only
55 rw [List.map_append, List.foldl_append]
56 simp only [List.map_cons, List.map_nil, List.foldl_cons, List.foldl_nil]
57 linarith [abs_pos.mpr hn]
58
59/-- Reversing a loop subtracts phase (opposite sign). -/
60theorem reverse_subtracts (phase : ℝ) :
61 let forward_phase := phase
62 let reverse_phase := -phase
63 forward_phase + reverse_phase = 0 := by
papers checked against this theorem (showing 4 of 4)
-
Scripts give video-to-audio models exact timing control
"FoleyDirector introduces Structured Temporal Scripts (STS), a set of captions corresponding to short temporal segments... Script-Guided Temporal Fusion Module... Temporal Script Attention... Bi-Frame Sound Synthesis"
-
Decoupled streams model timing mismatches in agent actions
"EP … inherits the decision-theoretic structure of POMDPs while making time explicit … 8-tick micro-structure implied by period-8 neutrality"
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Object tracking cuts hallucinations in video AI models
"STEMO-Track ... chunk-wise state extraction and temporal aggregation ... 15-second chunks"
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Global Workspace Agents let LLMs sustain autonomy
"the system maintains a continuous cognitive cycle... discrete dynamical system"