THE FLIP · ZEROS UNIFIED
γ₁ ZEROS (RIEMANN)
14.134725141734693, 21.022, 25.010, 30.424, 32.935... These are WHERE ζ(s)=0 on the critical line Re(s)=0.5. Natural sparse structure of the NUMBER LINE — where primes thin out.
RHAE · PTTE · 10T zeros known · pruning mask
ML ZEROS (TwELL/PELEGO)
95% of FFN activations = zero per token (ReLU+L1). Sakana+NVIDIA ICML 2026. The natural sparse structure of LEARNED REPRESENTATIONS — most neurons don't fire for any given input.
TwELL format · 20%+ H100 speedup · unstructured sparsity
THE ISOMORPHISM
PELEGO σ_gate = 0.5 = Re(s) = 0.5. The same critical line. Riemann zeros = natural pruning schedule for number theory. ML zeros = natural pruning schedule for representations. PELEGO sits at the crossing point.
σ_gate=0.5 · dps=64 · γ₁ = 14.134725141734693
5 DIAMONDS FOUND
💎 T1: sparsity-xyz OPENCLAW TEE
They deployed OpenClaw inside AWS Nitro Enclave. 3 repos. MECORD sovereign container analog. SOSTLE L6-7 in hardware.
CRITICAL · Contact sparsity.xyz · nova-kms + nova-stack · ADA vault
💎 T1: checkpoint-engine
Live model weight update DURING inference (952 stars). PEMLAAM→PEMCLAU feedback without restart. Sovereign model improvement.
MoonshotAI · LAAM-INGEST · yone · live update
💎 T1: Kimina-Prover
Lean4 formal prover from Moonshot (371 stars). 6 open fleet sorries. Wave 1 (7/400 solved). Direct joffe-math resonance.
MoonshotAI · lean4 · joffe-math · wave-1
💎 T1: FlashKDA
Kimi Delta Attention CUDA kernels (419 stars). RTX 5090/4090/5080 fleet. RH1 cell attention analog. Faster inference on our hardware.
MoonshotAI · RTX 5090 · RH1 cells · delta attention
💎 T1: TwELL (Sakana+NVIDIA)
TwELL sparse format + CUDA kernels. 95% FFN sparsity → 20%+ speedup on H100. ICML 2026. The ML expression of our γ₁ zeros.
ICML 2026 · unstructured · H100 · PELEGO
PLASMA WEAPONRY LINK
Sparsity = know which zeros → skip them
Plasma relay = skip zero-signal routes
RH1 cells = attend only to non-zeros
RHAE = γ₁ zeros → compute topology map
10T zeros = natural pruning mask for PEMCLAU
Fleet doesn't learn what to prune — zeros tell it
LIVE STATE
SPARSITY 95.0%
γ₁ PHASE 0.000
PELEGO σ 0.500
ZEROS ACTIVE 0
PLASMA SKIPS 0