szl-khipu-kernels

Kernel-Hub card for the SZL KHIPU NumPy silhouettes. This is a kernel suite, not a checkpoint. Do not treat Chaski FIFO as a Hub model card.

CPU numpy path LIVE. CUDA UNAVAILABLE this session — that is honesty, not a missing bench.

from kernels import get_kernel

k = get_kernel(
    "SZLHOLDINGS/szl-khipu-kernels",
    revision="main",
    trust_remote_code=True,
)
# CPU numpy path is LIVE.
# CUDA is UNAVAILABLE this session — that is honesty, not a missing bench.

print(k.CONJECTURE_1)
gate = k.lambda_gate([0.95] * 13)
print(gate["score"], gate["passed"], gate["proven_trust"])  # advisory; Conjecture 1 OPEN

Package fallback (labeled; not a Hub load):

from szl_khipu import (
    evaluate_lambda, yarqa_attn, evaluate_greenlight, evaluate_anatomy,
    run_chaski, run_ayni, run_shard, run_bay, run_prefix, run_route,
)

gate = evaluate_lambda([0.95] * 13)
print(gate["value"], gate["blocked"], gate["proven_trust"])  # advisory; Conjecture 1 OPEN

import numpy as np
q = kv = np.random.default_rng(7).standard_normal((12, 4))
_out, _probs, leaked = yarqa_attn(q, kv, kv, n_canals=3)
print(leaked)  # bound ≤ 1e-9

print(run_prefix(11, hijack=0)["hold"])  # 1
print(run_prefix(11, hijack=1)["hold"])  # 0 · poison after digest
print(run_route(11, tamper=0)["hold"])   # 1
print(run_route(11, tamper=1)["hold"])   # 0 · expert swap

HTTP hologram (same process as the kernels):

GET  /api/bench
POST /api/infer   {"kind":"tiny_khipu","query":"resolve F18 handle"}
POST /api/prefix  {"hijack":1}
POST /api/route   {"tamper":1}

GitHub source: szl-holdings/szl-khipu.

Live original cuts (not rehosts)

Kernel	Field leader we cut from	Bound	Status
TileReceipt	FlashAttention	residual vs naive	LIVE
ScoreMod	FlexAttention	future mass = 0	LIVE
BlockWitness	vLLM PagedAttention	table digest	LIVE
YARQA	SageAttention	canal leak = 0	LIVE
PrefixWitness	SGLang RadixAttention	poison after digest → BLOCKED	LIVE
RouteWitness	Mixtral / Switch MoE	expert swap → BLOCKED	LIVE
GreenLight / Ari	signed assent (dual of Willay)	sorry cannot paint	LIVE
Kay Pacha / Anatomy	five-organ substrate	zero HEART fail-closes	LIVE
Chaski FIFO	F7 silhouette	reorder/drop → BLOCKED	LIVE · not a Hub checkpoint
Ayni	residual bus	skip leak → BLOCKED	LIVE
ShardWitness	RS(10,6) GF(257)	need 6 of 10	LIVE · CHECKED ≠ Lean PROVEN
Evidence Bay	four rails	Space is not proof	LIVE
GovEnvelope	DSSE envelope	STRUCTURAL-ONLY · never a fake key	LIVE
Invariants	locked-8	energy UNAVAILABLE · uniqueness OPEN	LIVE
Λ gate	WGM	Conjecture 1 OPEN	ADVISORY

Honesty

Path	Status
CPU NumPy	LIVE
CUDA / Triton cubin	UNAVAILABLE
Energy	UNAVAILABLE — never a fabricated joule
proven_trust	false
Conjecture 1	OPEN
1.5B / Qwen / Mixtral / SGLang weights	not scraped, not rehosted, not trained here
Not	FlashAttention, SageAttention, FlexAttention, vLLM, Mixtral, SGLang

Apache-2.0. Copyright 2026 SZL Holdings. Doctrine v11 LOCKED.