in10x//theses
upd 2026-07-22 07:01 CEST
T1 // app_layer//2026-07-22

App Layer Eats the Model Layer

Intelligence becomes free; value flows to applications with proprietary data and workflows, not model labs

61 /100
conviction
HOLD

Δ todayOpenRouter token share flipped heavily to open/Chinese weights and Kimi K3 plus peers are described as frontier-competitive, reinforcing intelligence commoditization while app-layer names outperformed QQQ.

→ watch tomorrow: Whether Kimi K3 and the coming Qwen 3.8 open release actually close the gap to the latest closed frontier models within the three-month double-down window.

// conviction history — 1 day tracked

35607507-22

// the deal, stated upfront

KILL IF

A closed frontier model holds a durable capability moat for 12+ months

DOUBLE DOWN IF

Open weights match frontier within 3 months of every major closed release

// signals — daily score −2…+2 · last 14 runs

open_model_token_share 3× 2

share of tokens routed to open-weight models on OpenRouter rankings

open_weights_releases 3× 2

new frontier-competitive open-weight model releases

price_momentum 1× 1

30d relative performance of tickers vs QQQ

// tickers — close 2026-07-22

ticker close 1d 30d vs QQQ 30d
NOWServiceNow 102.06 -2.5% +7.4% +11.6%
INTUIntuit 289.92 -1.3% +9.1% +13.2%
SAPSAP 154.34 -2.5% -0.6% +3.6%

// headlines — last 7 days of collected signal news

2026-07-22
Chinese AI Models Overtake US Rivals as Token Share Among American Firms Hits Record 58% - Benzinga benzinga.com · open_model_token_share
China's AI Companies Are Winning Over Developers With Cheaper Models. Silicon Valley's Biggest Advantage Is Facing New Pressure. | IBTimes www.ibtimes.com · open_model_token_share
AI race splits in two as China wages open-weight insurgency axios.com · open_model_token_share
Kimi K3 Open Weights Drop July 27: The Developer Prep Guide | byteiota byteiota.com · open_model_token_share
OpenRouter Usage Data Shows US AI Models Fell From ~70% to ~30% of Token Volume — and Why Revenue Tells a Different Story - FourWeekMBA fourweekmba.com · open_model_token_share
OpenAI is scared of open-weight models. Should the US be? | TechCrunch techcrunch.com · open_weights_releases
Open-Weight AI Models Now Match Frontier Cyber Skill From Four Months Prior, AISI Finds www.techtimes.com · open_weights_releases
Hugging Face uses open-weights Z.ai GLM 5.2 to battle attacker after commercial frontier model refusal - SiliconANGLE siliconangle.com · open_weights_releases
+2 more collected