ept.git/docs/hardware, branch xiang Unnamed repository; edit this file 'description' to name the repository. RESULT 28: Stage-0 gate #1 verdict (naked resident cells need >=10-12b; T64 word-streaming exempt; qcomp = the decisive arm) 2026-07-16T06:14:22+00:00 Yuren Hao yurenh2@illinois.edu 2026-07-16T06:14:22+00:00 2de4309ea51e2aece346dfb453761ba3dd8f52dd Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_014FAPDWQ49M5Ye3NpTndTpn 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_014FAPDWQ49M5Ye3NpTndTpn
T64 procurement sheet: Taobao AD7528JN @ ¥3/pc (user-verified) — MDAC line $11.4k -> ~$1.4k incl 50% screening overage; 3-phase screen protocol tied to Stage-0/Stage-1 gates 2026-07-16T03:29:22+00:00 Yuren Hao yurenh2@illinois.edu 2026-07-16T03:29:22+00:00 7f9ffe59d96a76b5833a1cdcb7d60fd2a173be65 Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_014FAPDWQ49M5Ye3NpTndTpn 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_014FAPDWQ49M5Ye3NpTndTpn
TinyEP hostile audit archived: DEAD per own claim class, SURVIVES-DEGRADED rescoped; portable gold = tied-KV DenseAM energy + same-cell bidirectional access 2026-07-13T18:25:00+00:00 Yuren Hao yurenh2@illinois.edu 2026-07-13T18:25:00+00:00 5cdab992b203991161d9ec5235cab64f9c705ad6 Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_014FAPDWQ49M5Ye3NpTndTpn 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_014FAPDWQ49M5Ye3NpTndTpn
M-scale supply-chain down-select (20-agent): null demolished (UIUC die modes = NO on published record), T64 MDAC winner, grade ceiling B-, claim ruling + GPT TinyEP proposal archived 2026-07-13T18:15:11+00:00 Yuren Hao yurenh2@illinois.edu 2026-07-13T18:15:11+00:00 9850378866a091e6cf429089f1299e799956369a Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_014FAPDWQ49M5Ye3NpTndTpn 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_014FAPDWQ49M5Ye3NpTndTpn
18-agent adversarial substrate down-select: incumbent CONFIRMED-MODIFIED (-260), step-0 fault gates, refined partner asks 2026-07-13T17:28:17+00:00 Yuren Hao yurenh2@illinois.edu 2026-07-13T17:28:17+00:00 ac2dbc44a7c87e873290d6e97163072015f168a9 Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_014FAPDWQ49M5Ye3NpTndTpn 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_014FAPDWQ49M5Ye3NpTndTpn
Hardware outreach v2: gate lifted, clockless-MVP story, Dillavou wave-1, brief rewritten to cascade-era 2026-07-12T13:33:55+00:00 Yuren Hao yurenh2@illinois.edu 2026-07-12T13:33:55+00:00 2484a7ef7dbf0e0996424a5797aea9002a7c3a52 Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_014FAPDWQ49M5Ye3NpTndTpn 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_014FAPDWQ49M5Ye3NpTndTpn
E-tier wave-1 ledger (RESULT 14 + HW map rows) + cost model v2 recalibrated on measured H200 datapoint 2026-07-12T10:44:18+00:00 Yuren Hao yurenh2@illinois.edu 2026-07-12T10:44:18+00:00 411870d64f00181ea41a8059f4b53f5b232447c0 Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_014FAPDWQ49M5Ye3NpTndTpn 
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_014FAPDWQ49M5Ye3NpTndTpn
Component->analog-hardware map: full stack (forward path A.1-10, training machinery B.11-17, cross-cutting physics C, demo scoping D) with reuse sources, feedback-path costs, tolerance status per item 2026-07-11T12:03:59+00:00 Yuren Hao yurenh2@illinois.edu 2026-07-11T12:03:59+00:00 c1a44c3e9181c98d6d3bf8207dbc73a026a077fa 






HW dossier: OLMo2-standard block analog audit (net win; no new non-reciprocity; 3 new E-tier tolerance items)
2026-07-10T13:28:25+00:00

Yuren Hao
yurenh2@illinois.edu

2026-07-10T13:28:25+00:00

7deae1e17bcb91e1eee8f1ea519c3bdb24fa8acd












HW: cascade re-pricing under the reuse doctrine — depth becomes a memory line-item (time-mux one trainable block), nudged duty drops ~50x, leash instrumentation deleted, SRAM-CIM alone suffices for Demo-1 (device fab optional)
2026-07-10T04:21:16+00:00

Yuren Hao
yurenh2@illinois.edu

2026-07-10T04:21:16+00:00

7ff813044e0eb44284d060e20a148b08dd2040c1

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_014FAPDWQ49M5Ye3NpTndTpn





Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_014FAPDWQ49M5Ye3NpTndTpn