Fold hourly 2049 HIGH

.agents/skills/augustus/references/agent-self-assessment.md

@@ -977,3 +977,4 @@ User-provided 1936 uniqueness lock: sgoedecke/system-one 20★ HEAD ebde2a2db706
 User-provided Open-Jev densify uniqueness lock: Zefan-Cai/Open-Jev densify HEAD 4933ee84951f README SHA ce1a587219e4; pushed 2026-09-21T01:34Z; Astra TREC commit 1dd56990be7e pushed 2026-09-21T01:17Z; live 3★ (was 0★; star-noise is not the fold); LoRA adapters plus trained scalar decision head and calibration temperature; not merged base models; dataset ZefanCai/Open-Jev rev c67699e13d0a; Open-Jev-2B rev 0c7aa498b162; Open-Jev-9B rev 47e966881e48; 27B still in progress; Independent of TypeSafe; no RLCD/parity claims; LoRA ≠ RLCD replica; customer-service P50 local HTTP 85.03 ms vs Jev HTTPS 295.26 ms *theirs*; 1024 tokens/32 candidates Open-Jev slower 1015.90 vs 301.37 *theirs*; prefix caching experimental/off by default; CUDA prefix caching exceeded tolerance on 9/11 workloads; systems latency ≠ semantic equivalence; GPT Luna P50 918.13 ms Astra 1938.39 ms *theirs*; TREC-DL Jev/Luna/Astra completed; Open-Jev TREC pending; 80,816 training rows; 2B 94.71% / OOD 86.02%; 9B 97.54% / 91.97% *theirs* not Harbor; hard acc ≠ calibrated Noul; type-valid ≠ exact; Qwen/Qwen3.8-27B ≠ Archer; website https://zefan-cai.github.io/open-jev/; launch X thread https://x.com/Zefan_Cai/status/2101782158658695388 https://x.com/Zefan_Cai/status/2101786019607740436 https://x.com/Zefan_Cai/status/2101789698947793231; densify §125 not a sibling first sighting; SHA move is not a replica; do not reopen or amend PR #23/#24/#25/#26/#27/#28/#29/#30/#31/#32/#33/#34/#35/#36/#37/#38/#39/#40/#41/#42/#43/#44/#45/#46/#47/#48/#49/#50/#51/#52; notes.md §125
 **Hourly 1946 HIGH (`notes.md` §131).** X-sentiment does not execute trades. heyjunpenn/awesome-jev 485 catalog ≠ endorsement. jev-arena 62.69% vs 67.26% *theirs* not gold. 203.2s $0.84 vs 823.5s $1.50 *theirs*. one seed-0 trial *theirs*. Jev $0.018825 vs Astra $5.93 *theirs*. 10.59× *theirs*. 6 class flips. agreement ≠ accuracy. probabilities uncalibrated. Qwen3.8 ≠ Archer. Spanish −6.4 pp XNLI *theirs*. ECE 0.057→0.101 *theirs*. 72.2% vs 63.4% p_max≥0.9 coverage *theirs*. llm-to-jev description rewrite Convert LLM prompts to Jev prompts. SHA unchanged 234058ab372d. 3★. heuristic conversion ≠ calibrated Noul. skip Zefan-Cai/Open-Jev densify open #53. skip #54 three. catalog ≠ endorsement. *theirs* not Harbor. SHA move is not a replica. Do not reopen or amend PR #23–#52. Does not bump 0.5.0. Skip Archer. `invented_signal: false`.
 Hourly 1946 uniqueness lock: brainstormity/Jev-X-Sentiment-Analysis 136★ HEAD 5c932f941a92 README SHA bf4134b44cda; platform does not execute trades; heyjunpenn/awesome-jev 485 catalog ≠ endorsement; heyjunpenn/awesome-jev ≠ yibie/awesome-jev ≠ MrJev/awesome-jev ≠ Promethe-us/awesome-jev ≠ ckaraca/awesome-jev ≠ yzfly/awesome-jev-zh ≠ shirenchuang/awsomejev ≠ andyrewlee/awesome-system-one; NanmiCoder/jev-arena 10k comments 62.69% vs 67.26% *theirs* not gold; 203.2s $0.84 vs 823.5s $1.50 *theirs*; AI-reviewed labels ≠ gold; openroboto-ai/jev-robot-control one seed-0 trial *theirs*; Jev $0.018825 vs Astra $5.93 *theirs*; one-trial robot ≠ Harbor; endman100/research-Qwen3.8-JevLike 10.59× *theirs*; 6 class flips; agreement ≠ accuracy; probabilities uncalibrated; Qwen3.8 ≠ Archer; 10.59× systems ≠ ECE; marcosmartinez/jev-acento Spanish −6.4 pp XNLI *theirs*; ECE 0.057→0.101 *theirs*; 72.2% vs 63.4% p_max≥0.9 coverage *theirs*; alexwestco/llm-to-jev description rewrite Convert LLM prompts to Jev prompts; SHA unchanged 234058ab372d; 3★; heuristic conversion ≠ calibrated Noul; desc rewrite ≠ SHA/behavior change; skip Zefan-Cai/Open-Jev densify open #53; skip sgoedecke/system-one mithalouni/system-one-open kotoba-lang/typed-decisions open #54; ikermoel/open-alternative-jev already §49; nrdz-labs/fast-jev-opencode already §62; mallahyari/system-one-benchmark already §61; does not execute; catalog ≠ endorsement; *theirs* not Harbor; SHA move is not a replica; local_only ≠ Jev; rule-table ≠ model; replica ≠ TypeSafe; arunav25/jev-mcp ≠ jkudish/jev-mcp ≠ ThePFMind/jev-mcp ≠ burnigtm/jev-mcp; luckberonne/mini-jev ≠ r-ms/mini-jev ≠ samatv256/mini-Jev; Kwwwww74/OpenJev ≠ razorback16/openjev ≠ kyegomez/open-jev ≠ Zefan-Cai/Open-Jev; peach-zhang/typesafe-go ≠ kisshan13/typesafe-ai-go ≠ Nibir1/typesafe-go; laidick/system-one-benchmark ≠ mallahyari/system-one-benchmark; sahasrarjn/system-one ≠ sgoedecke/system-one; aboisvert/jevvy ≠ PanAchy/jevvy; andrest04/jev-lab ≠ javsanesq/jevlab; twilwa/pi-typesafe ≠ TheoOliveira/pi-jev; RuipuCui/jev-harness ≠ ismaelsoilet/jev-harness ≠ AntonioCoppe/jev-harness; Archer still promised_not_landed; Hub archerhume/4rcherhume HTTP 401; do not reopen or amend PR #23/#24/#25/#26/#27/#28/#29/#30/#31/#32/#33/#34/#35/#36/#37/#38/#39/#40/#41/#42/#43/#44/#45/#46/#47/#48/#49/#50/#51/#52; notes.md §131
+Hourly 2049 uniqueness lock: jaredpalmer/kev densify HEAD c096660c8da2 PLAN SHA 8d77dd271c66 README SHA unchanged 84b872488915; night-2 dates/unknowable/assertion; KEV_TEMPERATURE T≈2.0; Brier 0.291→0.267 ECE 0.105→0.039 *theirs*; 7.5%→3.2% *theirs*; grouped T rejected; Qwen3.6-35B-A3B smoke 0.812 *theirs*; 21M LoRA experts frozen; Hub --revision night2-du; MMLU-Pro 1000 Kev-9B 0.511 Jev 0.829 *theirs*; Qwen3.6 ≠ Archer; temperature scaling ≠ ECE unless measured; kotoba-lang/typed-decisions densify HEAD ff7f84e74d04 README SHA unchanged 4d6bbf4c4e44; feat expose trained OpenJev decision runtime; open_jev.py; tests/test_open_jev.py; generated_text: False; trained runtime ≠ TypeSafe; OpenJev.from_pretrained; decide_request kind typed-decisions/open-jev-v1; daftAI2026/awesome-jev ≠ heyjunpenn/awesome-jev ≠ yibie/awesome-jev ≠ MrJev/awesome-jev ≠ Promethe-us/awesome-jev; danielamitay/swev CoreML; serving substrate ≠ calibrated replica; smlayero/jev-debtgate CI gate cutoff still soft; Octalab-Inc/jqv stock Qwen3 decision API; franckverrot/lev ≠ jaredpalmer/kev; neko233-com/laya-go ≠ convaiinnovations/laya; tryAGI/TypeSafeAI ≠ official; abgregs/jev-experiments ≠ nak1b/jev-experiments ≠ dabit3/jev-experiments; jaanavit/gliner2-skill Locate ≠ decide; prasanthj/duckdb-jev SQL predicates; hf:Nebulaw1 legal LoRA ≠ RLCD replica; Qwen3.5 ≠ Archer; catalog ≠ endorsement; *theirs* not Harbor; SHA move is not a replica; skip-thin KadePrice123/jev-state-tracking hideri777/jev-application-sample; Hub --revision is a pin not a replica; do not reopen or amend PR #23/#24/#25/#26/#27/#28/#29/#30/#31/#32/#33/#34/#35/#36/#37/#38/#39/#40/#41/#42/#43/#44/#45/#46/#47/#48/#49/#50/#51/#52/#53/#54/#55; notes.md §132

.agents/skills/augustus/references/applied-mappings.md

@@ -2556,3 +2556,4 @@ User-provided 1936 uniqueness lock: sgoedecke/system-one 20★ HEAD ebde2a2db706
 User-provided Open-Jev densify uniqueness lock: Zefan-Cai/Open-Jev densify HEAD 4933ee84951f README SHA ce1a587219e4; pushed 2026-09-21T01:34Z; Astra TREC commit 1dd56990be7e pushed 2026-09-21T01:17Z; live 3★ (was 0★; star-noise is not the fold); LoRA adapters plus trained scalar decision head and calibration temperature; not merged base models; dataset ZefanCai/Open-Jev rev c67699e13d0a; Open-Jev-2B rev 0c7aa498b162; Open-Jev-9B rev 47e966881e48; 27B still in progress; Independent of TypeSafe; no RLCD/parity claims; LoRA ≠ RLCD replica; customer-service P50 local HTTP 85.03 ms vs Jev HTTPS 295.26 ms *theirs*; 1024 tokens/32 candidates Open-Jev slower 1015.90 vs 301.37 *theirs*; prefix caching experimental/off by default; CUDA prefix caching exceeded tolerance on 9/11 workloads; systems latency ≠ semantic equivalence; GPT Luna P50 918.13 ms Astra 1938.39 ms *theirs*; TREC-DL Jev/Luna/Astra completed; Open-Jev TREC pending; 80,816 training rows; 2B 94.71% / OOD 86.02%; 9B 97.54% / 91.97% *theirs* not Harbor; hard acc ≠ calibrated Noul; type-valid ≠ exact; Qwen/Qwen3.8-27B ≠ Archer; website https://zefan-cai.github.io/open-jev/; launch X thread https://x.com/Zefan_Cai/status/2101782158658695388 https://x.com/Zefan_Cai/status/2101786019607740436 https://x.com/Zefan_Cai/status/2101789698947793231; densify §125 not a sibling first sighting; SHA move is not a replica; do not reopen or amend PR #23/#24/#25/#26/#27/#28/#29/#30/#31/#32/#33/#34/#35/#36/#37/#38/#39/#40/#41/#42/#43/#44/#45/#46/#47/#48/#49/#50/#51/#52; notes.md §125
 **Hourly 1946 HIGH (`notes.md` §131).** X-sentiment does not execute trades. heyjunpenn/awesome-jev 485 catalog ≠ endorsement. jev-arena 62.69% vs 67.26% *theirs* not gold. 203.2s $0.84 vs 823.5s $1.50 *theirs*. one seed-0 trial *theirs*. Jev $0.018825 vs Astra $5.93 *theirs*. 10.59× *theirs*. 6 class flips. agreement ≠ accuracy. probabilities uncalibrated. Qwen3.8 ≠ Archer. Spanish −6.4 pp XNLI *theirs*. ECE 0.057→0.101 *theirs*. 72.2% vs 63.4% p_max≥0.9 coverage *theirs*. llm-to-jev description rewrite Convert LLM prompts to Jev prompts. SHA unchanged 234058ab372d. 3★. heuristic conversion ≠ calibrated Noul. skip Zefan-Cai/Open-Jev densify open #53. skip #54 three. catalog ≠ endorsement. *theirs* not Harbor. SHA move is not a replica. Do not reopen or amend PR #23–#52. Does not bump 0.5.0. Skip Archer. `invented_signal: false`.
 Hourly 1946 uniqueness lock: brainstormity/Jev-X-Sentiment-Analysis 136★ HEAD 5c932f941a92 README SHA bf4134b44cda; platform does not execute trades; heyjunpenn/awesome-jev 485 catalog ≠ endorsement; heyjunpenn/awesome-jev ≠ yibie/awesome-jev ≠ MrJev/awesome-jev ≠ Promethe-us/awesome-jev ≠ ckaraca/awesome-jev ≠ yzfly/awesome-jev-zh ≠ shirenchuang/awsomejev ≠ andyrewlee/awesome-system-one; NanmiCoder/jev-arena 10k comments 62.69% vs 67.26% *theirs* not gold; 203.2s $0.84 vs 823.5s $1.50 *theirs*; AI-reviewed labels ≠ gold; openroboto-ai/jev-robot-control one seed-0 trial *theirs*; Jev $0.018825 vs Astra $5.93 *theirs*; one-trial robot ≠ Harbor; endman100/research-Qwen3.8-JevLike 10.59× *theirs*; 6 class flips; agreement ≠ accuracy; probabilities uncalibrated; Qwen3.8 ≠ Archer; 10.59× systems ≠ ECE; marcosmartinez/jev-acento Spanish −6.4 pp XNLI *theirs*; ECE 0.057→0.101 *theirs*; 72.2% vs 63.4% p_max≥0.9 coverage *theirs*; alexwestco/llm-to-jev description rewrite Convert LLM prompts to Jev prompts; SHA unchanged 234058ab372d; 3★; heuristic conversion ≠ calibrated Noul; desc rewrite ≠ SHA/behavior change; skip Zefan-Cai/Open-Jev densify open #53; skip sgoedecke/system-one mithalouni/system-one-open kotoba-lang/typed-decisions open #54; ikermoel/open-alternative-jev already §49; nrdz-labs/fast-jev-opencode already §62; mallahyari/system-one-benchmark already §61; does not execute; catalog ≠ endorsement; *theirs* not Harbor; SHA move is not a replica; local_only ≠ Jev; rule-table ≠ model; replica ≠ TypeSafe; arunav25/jev-mcp ≠ jkudish/jev-mcp ≠ ThePFMind/jev-mcp ≠ burnigtm/jev-mcp; luckberonne/mini-jev ≠ r-ms/mini-jev ≠ samatv256/mini-Jev; Kwwwww74/OpenJev ≠ razorback16/openjev ≠ kyegomez/open-jev ≠ Zefan-Cai/Open-Jev; peach-zhang/typesafe-go ≠ kisshan13/typesafe-ai-go ≠ Nibir1/typesafe-go; laidick/system-one-benchmark ≠ mallahyari/system-one-benchmark; sahasrarjn/system-one ≠ sgoedecke/system-one; aboisvert/jevvy ≠ PanAchy/jevvy; andrest04/jev-lab ≠ javsanesq/jevlab; twilwa/pi-typesafe ≠ TheoOliveira/pi-jev; RuipuCui/jev-harness ≠ ismaelsoilet/jev-harness ≠ AntonioCoppe/jev-harness; Archer still promised_not_landed; Hub archerhume/4rcherhume HTTP 401; do not reopen or amend PR #23/#24/#25/#26/#27/#28/#29/#30/#31/#32/#33/#34/#35/#36/#37/#38/#39/#40/#41/#42/#43/#44/#45/#46/#47/#48/#49/#50/#51/#52; notes.md §131
+Hourly 2049 uniqueness lock: jaredpalmer/kev densify HEAD c096660c8da2 PLAN SHA 8d77dd271c66 README SHA unchanged 84b872488915; night-2 dates/unknowable/assertion; KEV_TEMPERATURE T≈2.0; Brier 0.291→0.267 ECE 0.105→0.039 *theirs*; 7.5%→3.2% *theirs*; grouped T rejected; Qwen3.6-35B-A3B smoke 0.812 *theirs*; 21M LoRA experts frozen; Hub --revision night2-du; MMLU-Pro 1000 Kev-9B 0.511 Jev 0.829 *theirs*; Qwen3.6 ≠ Archer; temperature scaling ≠ ECE unless measured; kotoba-lang/typed-decisions densify HEAD ff7f84e74d04 README SHA unchanged 4d6bbf4c4e44; feat expose trained OpenJev decision runtime; open_jev.py; tests/test_open_jev.py; generated_text: False; trained runtime ≠ TypeSafe; OpenJev.from_pretrained; decide_request kind typed-decisions/open-jev-v1; daftAI2026/awesome-jev ≠ heyjunpenn/awesome-jev ≠ yibie/awesome-jev ≠ MrJev/awesome-jev ≠ Promethe-us/awesome-jev; danielamitay/swev CoreML; serving substrate ≠ calibrated replica; smlayero/jev-debtgate CI gate cutoff still soft; Octalab-Inc/jqv stock Qwen3 decision API; franckverrot/lev ≠ jaredpalmer/kev; neko233-com/laya-go ≠ convaiinnovations/laya; tryAGI/TypeSafeAI ≠ official; abgregs/jev-experiments ≠ nak1b/jev-experiments ≠ dabit3/jev-experiments; jaanavit/gliner2-skill Locate ≠ decide; prasanthj/duckdb-jev SQL predicates; hf:Nebulaw1 legal LoRA ≠ RLCD replica; Qwen3.5 ≠ Archer; catalog ≠ endorsement; *theirs* not Harbor; SHA move is not a replica; skip-thin KadePrice123/jev-state-tracking hideri777/jev-application-sample; Hub --revision is a pin not a replica; do not reopen or amend PR #23/#24/#25/#26/#27/#28/#29/#30/#31/#32/#33/#34/#35/#36/#37/#38/#39/#40/#41/#42/#43/#44/#45/#46/#47/#48/#49/#50/#51/#52/#53/#54/#55; notes.md §132