forward_accumulates
plain-language theorem explainer
Forward steps with nonzero Berry phase strictly increase total Z, the summed absolute phases, for any preceding list. Researchers deriving an intrinsic arrow of time in Recognition Science cite this to obtain monotonic complexity without thermodynamics. The proof expands the post-append sum via list identities then closes the strict inequality by linear arithmetic on the positive absolute value.
Claim. Let $Z(φ_1,…,φ_n)=∑|φ_i|$. For any finite list of real phases $(φ_i)$ and any new phase $φ≠0$, $Z(φ_1,…,φ_n)<Z(φ_1,…,φ_n,φ)$.
background
Berry phases are drawn from the eight-tick cycle, each step contributing a multiple of π/4. Z-complexity is the sum of absolute values of these phases and serves as a sign-insensitive ledger of accumulated structure. The module shows that R-hat evolution on the lattice can run forward or backward, yet only the forward orientation adds positive phase while reversal negates it; absolute values therefore produce monotonic growth in one direction only.
proof idea
The tactic proof first simplifies the let-bindings for the before and after sums. It rewrites the appended list using map_append and foldl_append, then reduces the resulting cons and nil cases. linarith finishes the argument by invoking positivity of the absolute value of the nonzero new phase.
why it matters
This supplies the forward half of the Berry-phase monotonicity that defines the arrow of time in the module. It rests on the eight-tick phase definition and feeds the later constructions of temporal order (arrow_from_z) and coarse-grained entropy (entropy_from_berry) listed in the module documentation. The result closes the topological asymmetry step that lets directed time emerge from the Recognition framework without imported thermodynamics.
Switch to Lean above to see the machine-checked source, dependencies, and usage graph.
papers checked against this theorem (showing 30 of 71)
-
WSN sync scheme saves 95% energy at microsecond accuracy
"reverse one-way message dissemination... all the synchronization procedures are moved from sensor nodes to the head"
-
Acoustic wave drags valley current sideways in 2D layers
"Berry curvature … Ωp = ∂p × ⟨u|i∂p|u⟩ … anomalous term … valley Hall effect"
-
Learned arrow of time measures reachability in Markov processes
"h must remain constant (in expectation) along reversible trajectories... along trajectories with irreversible transitions, one may hope that h not only increases, but also quantifies the irreversibility"
-
Photon momentum yields giant tunable currents in moiré graphene
"the photon-drag injection-current photoconductivity ... is captured by L^abc_βα(p), weighted by the velocity difference between the conduction and valence bands"
-
Tight bounds derived for quantum measurement trade-offs
"geometric picture ... unitary rotation to minimize sum ||Im(U |l_j>)||^2"
-
Spontaneous symmetry breaking breaks time-reversal symmetry
"The complete Lagrangian valid at any time t can be written down as L(t) = Θ(t0 − t)Ls + Θ(t − t0)Lsb, where Θ(t) is the step function... Under time-reversal... the step functions are not [invariant]."
-
Causal attribution model directs precise LLM fine-tuning
"Definition 2.1. Conditional Attribution of Knowledge (CAK) Given Data: CAKi = P (byi = yi | do (ki = ki, di = di) , ci, ui) − P (byi = yi | do (ki = ∅, di = di) , ci, ui)"
-
Pulse shaping verifies transmon ionization as Landau-Zener transition
"verify that transmon ionization is a Landau-Zener-type transition"
-
Causal attention lifts time-series classification to 98.6 percent
"in physical systems, the arrow of time dictates that current states should not depend on future observations"
-
No algorithm decides finite orbits for polynomial maps on integer tuples
"We represent Conway’s Game of Life as an action of a polynomial map on Z^N ... global transition function ... polynomial map φ: Z^N → Z^N"
-
Coherent ergotropy decays half as fast in Ising machine batteries
"the coherent ergotropy and the average charging power reach their respective maxima at essentially the same moment, i.e., γ_s t ≈10"
-
Free energy minimization yields convergent policy composition
"GateFlow is the continuous-time proximal-gradient dynamics whose equilibrium is the GateFrame optimum and whose trajectories converge globally and exponentially by contractivity of the Jacobian."
-
VLM-generated behavior trees let robots probe only needed physics parameters
"reactive hierarchy of the BT acts as a deterministic safety filter"
-
Sinusoidal mapping yields sharper seismic RGT estimates
"explicitly encodes the periodic stratigraphic semantics of RGT"
-
AI agents plateau at 26% on Minecraft redstone tasks
"repeater semantics: repeaters regenerate signal... 1–4 ticks latency... Family C requires composing quantized repeater delays"
-
Two-frame recurrent method restores turbulence videos efficiently
"recurrent formulation that propagates information through the previously restored frame... O_t = M Ô_t + (1-M) O_{t-1}"
-
Shear waves hasten breakup of weak vortices in asymmetric dipoles
"Taking the curl of Eq. (8) ... supports the propagation of TS waves with a phase velocity ... proportional to the square root of the coupling strength η/τ_m"
-
Adaptive depth choice boosts long-horizon puzzle success
"H={1,2,4,8} … 8-tick periodic micro-structure"
-
Looped SSMs match bigger models with shared parameters
"depth-recurrence is precisely orthogonal to sequence-recurrence"
-
Adaptive corrections improve periodic time series forecasts
"periodic-position length P... router tokens... period-position context C_pos"
-
Slow geometry preconditioner helps SAM escape loss potholes
"two-timescale structure... slow exponential moving average... fast timescale"
-
Blazar subclasses overlap in photon-index space
"Multi-epoch observations reveal substantial intra-source spectral evolution, including stochastic variability in Mrk 421 and state-dependent transitions in OJ 287."
-
Transmon measures complex Berry phase in quantum circuit
"We report experimental measurement of both the real and imaginary components of a Berry phase in a fully quantum system using a superconducting transmon circuit with engineered dissipation."
-
Berry Phase Rate detects crises with 67 percent fewer false alarms
"Berry Phase Rate is the absolute increment of Berry curvature between consecutive time steps: ˙γ(t) = |F01(xt)−F01(xt−1)| (Eq. 5), computed via the discrete plaquette method."
-
Predictive prefetching cuts RAG latency up to 43.5%
"retrieval predictor that forecasts impending information needs by monitoring generation signals, including token distributions, attention patterns, and discourse markers"
-
TRIAD bounds time-to-failure for multi-turn multimodal attacks
"Theorem 2: Positive Divergence of Adversarial Acceleration... a_t = d²/dt² D_M(t) remains strictly positive"
-
Nanowires survive pre-pulses to boost electron emission
"quasi-static azimuthal magnetic field of the order of ∼100 kT ... due to the nanoscale z-pinch"
-
Accelerated Lagrangian methods reach o(1/k^2) feasibility rates
"Motivated by an inertial primal-dual dynamical system with vanishing damping"
-
Gap modulation adds quadratic correction to near-field heat flow
"Ω ≫ G/C ... double inequality G/C ≪ Ω ≪ {γ, ω_res}"
-
Coroutines cut network simulation code by up to 62%
"CoDES addresses these challenges by enabling protocol logic to be expressed using coroutines. Interdependent operations in MPI, timed queue recovery in HPCC..."