Fold hourly 0049 HIGH

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

@@ -985,3 +985,5 @@ Hourly 2146 uniqueness lock: Zefan-Cai/Open-Jev densify HEAD a00559ea0ab2 README
 Hourly 2246 uniqueness lock: Zefan-Cai/Open-Jev densify HEAD 48346d0630f1 README SHA unchanged ce1a587219e4; Publish strict Open-Jev TREC evaluation preparation and context proof; Actual Open-Jev TREC model inference is pending; All 79 combined CPU tests pass; 97 queries 43 DL19 54 DL20; at most 873 requests per model; No GPU or model inference was used; TREC prep ≠ completed Open-Jev TREC; context proof ≠ nDCG; CPU tests ≠ GPU scores; Open-Jev TREC pending; TypeLLM/TypeLLM densify HEAD 8a8b4aefd443 README SHA 9f6dea3a4c8c; Add PyPI packaging and publish workflow; typellm 0.1.1; Drop fixed banner height so it scales on PyPI; Constrained AR ≠ calibrated Noul; PyPI packaging ≠ calibrated Noul; type safety does not guarantee factual accuracy; featherless-ai/simple-jev 408★ HEAD b02aa81c915a README SHA 4c5be59e9738; logits are not calibrated probabilities of correctness; does not reproduce TypeSafe; /v1/systemone alias of /v1/classifier; wire-compat ≠ logit-equiv; everyai-com/jev-directory 13★ 50 runnable evals 1300+ builds catalog ≠ endorsement; Jev-Mem 11.0% 6.6× 36.7% *theirs* not Harbor; Nyarlathoteppppp/pi-jev-context ≠ kevinpita/pi-jev-context; FogMoe/necro abandoned LoRA retrospective; LoRA ≠ RLCD replica; Qwen3.5-0.8B ≠ Archer; clarity-judge independent community project; hearim Jev-compatible Go gateway; yijunyu/jev-rs any LLM one prefill; alongL/openJev ≠ Zefan-Cai/Open-Jev; huaizuo2022/jev-ultrafast ≠ browser-use/jev-ultrafast; FluidInference/laya-coreml ≠ AndyInQtr/laya-coreai ≠ mizorewww/laya-coreml; serving substrate ≠ calibrated replica; wayfind/metask-jev-4b-policy-mix ≠ metask-ai/metask-jev; majiayu000/awesome-jev ≠ heyjunpenn/awesome-jev ≠ yibie/awesome-jev; rajasekharponakala/jev-mcp ≠ thedv91/jev-mcp ≠ jkudish/jev-mcp; skip-thin jev-droid 404 mach empty SHA; game success ≠ calibrated Noul; *theirs* not Harbor; 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/#53/#54/#55/#56/#57; notes.md §134
 **Hourly 2347 HIGH (`notes.md` §135).** openjev MLX densify HEAD 2050fdb8280d. README SHA d5322e16e565. MLX backend steps>1/think/text gen + image Qs. dual serving is not generate. Hosted Codiv ≠ TypeSafe. wire-compat ≠ logit-equiv. TypeLLM Release v0.1.1 densify HEAD 8a8b4aefd443. README SHA unchanged 9f6dea3a4c8c. GitHub Release v0.1.1. Constrained AR ≠ calibrated Noul. PyPI packaging ≠ calibrated Noul. JevLoop 6★ independent not affiliated. WANLI-256 74.6% *theirs*. option order 0.188 or 0.542 *theirs*. jevtok 0 mismatches *theirs* not Harbor. ockev 35ms 95.8% TomatoEggBench *theirs* not Harbor. n=8 is not Harbor. serving substrate ≠ calibrated replica. catalog ≠ endorsement. *theirs* not Harbor. SHA move is not a replica. Do not reopen or amend PR #23–#58. Does not bump 0.5.0. Skip Archer. `invented_signal: false`.
 Hourly 2347 uniqueness lock: razorback16/openjev densify HEAD 2050fdb8280d README SHA d5322e16e565; MLX backend steps>1/think/text gen + image Qs; dual serving is not generate; Hosted Codiv ≠ TypeSafe; wire-compat ≠ logit-equiv; SHA move is not a replica; TypeLLM/TypeLLM densify HEAD 8a8b4aefd443 README SHA unchanged 9f6dea3a4c8c; GitHub Release v0.1.1; Drop fixed banner height so it scales on PyPI; Constrained AR ≠ calibrated Noul; PyPI packaging ≠ calibrated Noul; type safety does not guarantee factual accuracy; zjunlp/JevLoop 6★ independent not affiliated; NicolaiLassen/open-bonsai-jev ≠ NicolaiMTLassen/open-bonzi-jev; WANLI-256 74.6% *theirs*; danielhirt/jev-lab ≠ tanayvasishtha/jev-lab ≠ dairui1/jev-lab ≠ mjyoke1111/jev-lab; option order 0.188 or 0.542 *theirs*; novaleolin/jev-evolve; option order can change an answer; LabGuy94/jevtok 0 mismatches *theirs* not Harbor; ockev 35ms 95.8% TomatoEggBench *theirs* not Harbor; structured-decision-bench n=8 *theirs*; n=8 is not Harbor; Yang-SS-stack/jev-computer-use ≠ Mrchen116/jev-computer-use; amoreX/jevvy ≠ PanAchy/jevvy ≠ aboisvert/jevvy; smile-magic/laya-mlx-ddz ≠ smile-magic/laya-mlx-wzq; sriramkasyap/laya-api wire-compat ≠ logit-equiv; hf:space:Yuki131/KaLM-Jev ≠ KaLM-Embedding/KaLM-Jev; KaLM-Jev reranker ≠ Jev replica; hf:soyelmismo/laya-multilingual-onnx serving substrate ≠ calibrated replica; ranking before lossless condensation; llm-routing-jiv does not execute; jev-page-checker advisory does not block; 1deat0r/Jcua Cua-S1 ≠ TypeSafe; Jev-Register-Tool catalog only; nexibeo/jev-cookbook already carded; leesk212/JEV-CPU already carded; kazuhideoki/jev-search already carded; skip-thin layacm empty SHA; game success ≠ calibrated Noul; does not execute; catalog ≠ endorsement; *theirs* not Harbor; 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/#53/#54/#55/#56/#57/#58; notes.md §135
+**Hourly 0049 HIGH (`notes.md` §136).** Open-Jev JevBench public-subset densify HEAD f46ff604f794. README SHA e32c4bbd519c. public-subset ≠ Harbor. 231 ≠ 534. kev night-2 35B densify HEAD e0bcf50153f1. README SHA unchanged 84b872488915. PLAN correct 35B MMLU-Pro (0.550). evaluate.load honour weights_dtype=bf16. 5-10× *theirs* not Harbor. fail-open routing ≠ permission. ordered routing ≠ end-to-end. softmax next-token ≠ calibrated Noul. potential_match ≠ hiring decision. catalog ≠ endorsement. *theirs* not Harbor. SHA move is not a replica. Do not reopen or amend PR #23–#59. Does not bump 0.5.0. Skip Archer. `invented_signal: false`.
+Hourly 0049 uniqueness lock: Zefan-Cai/Open-Jev densify HEAD f46ff604f794 via afb5226982c7 README SHA e32c4bbd519c was ce1a587219e4; Publish audited JevBench public-subset baselines; community benchmark plan; diverse hard-data pipeline New model gains have not been measured; 231 public tasks 72 original 48 easy 111 hard; full 534 303 private unavailable; do not report full-534; 2B 150/231 64.94% 9B 179/231 77.49% Jev 200/231 86.58% Luna 206/231 89.18% Astra 231/231 100.00% *theirs*; Brier 0.4751 0.3219 0.1811 0.2074 0.0085 *theirs*; ECE 0.1274 0.0858 0.0318 0.0932 0.0149 *theirs*; P50 138.0 189.2 291.3 953.8 2206.4 ms *theirs*; candidate order 119 of 139 Choice; native vs verbalized; public-subset ≠ Harbor; 231 ≠ 534; Open-Jev TREC pending; 27B training not complete; LoRA ≠ RLCD replica; Qwen3.5-2B ≠ Archer; Qwen3.5-9B ≠ Archer; densify §125 not a sibling first sighting; jaredpalmer/kev densify HEAD e0bcf50153f1 README SHA unchanged 84b872488915; PLAN correct 35B MMLU-Pro (0.550); evaluate.load honour weights_dtype=bf16; Kev Qwen3.6-35B-A3B MMLU-Pro 0.550 Kev-9B 0.545 Jev 0.840 *theirs*; Not shipped; Qwen3.6 ≠ Archer; Hub --revision is a pin not a replica; wy-coliney/jev-browser-use 282★ 5-10× *theirs* not Harbor; Jev clicks Codex thinks and verifies; wy-coliney/jev-browser-use ≠ browser-use/jev-ultrafast ≠ Mrlyk/jev-browser ≠ akras14/jevbro; gargpratyush/jev-router 270★ first card fail-open routing ≠ permission; 33Audits/jev-auto ≠ gargpratyush/jev-router; BillionsBobby/JevRouter 124★ 38% 44% vs 24% *theirs* not Harbor; ordered routing ≠ end-to-end; BillionsBobby/JevRouter ≠ gargpratyush/jev-router; daseinlabs/open-jev 75★ Gemma 3 4B MLX; softmax next-token ≠ calibrated Noul; head 0.970 ECE 0.027 *theirs*; shuffled-context 0.258; daseinlabs/open-jev ≠ Zefan-Cai/Open-Jev ≠ razorback16/openjev ≠ zhlei07/openjev; skeptrunedev/jev-recruiter potential_match ≠ hiring decision; abhixhek/jevcal threshold on held-out; simulator not a Jev bench; fail-closed without fallback; AntonioCoppe/jev-harness already carded; akash-kamat/system-one-gemma 64.4% ECE 0.047 *theirs*; 200x *theirs* not Harbor; Premo-Cloud/typesafe-sdk-java unofficial; AgentBuff/awesome-jev catalog ≠ endorsement; AgentBuff/awesome-jev ≠ yibie/awesome-jev ≠ heyjunpenn/awesome-jev; Alpha-Harper-Franklin/jev-drive ≠ VennIntelligence/jev-drive; skip-thin zhlei07/openjev empty SHA khmuhtadin/n8n-nodes-jev-classification empty SHA; game success ≠ calibrated Noul; does not execute; routing ≠ permission; *theirs* not Harbor; 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/#53/#54/#55/#56/#57/#58/#59; notes.md §136

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

@@ -2564,3 +2564,5 @@ Hourly 2146 uniqueness lock: Zefan-Cai/Open-Jev densify HEAD a00559ea0ab2 README
 Hourly 2246 uniqueness lock: Zefan-Cai/Open-Jev densify HEAD 48346d0630f1 README SHA unchanged ce1a587219e4; Publish strict Open-Jev TREC evaluation preparation and context proof; Actual Open-Jev TREC model inference is pending; All 79 combined CPU tests pass; 97 queries 43 DL19 54 DL20; at most 873 requests per model; No GPU or model inference was used; TREC prep ≠ completed Open-Jev TREC; context proof ≠ nDCG; CPU tests ≠ GPU scores; Open-Jev TREC pending; TypeLLM/TypeLLM densify HEAD 8a8b4aefd443 README SHA 9f6dea3a4c8c; Add PyPI packaging and publish workflow; typellm 0.1.1; Drop fixed banner height so it scales on PyPI; Constrained AR ≠ calibrated Noul; PyPI packaging ≠ calibrated Noul; type safety does not guarantee factual accuracy; featherless-ai/simple-jev 408★ HEAD b02aa81c915a README SHA 4c5be59e9738; logits are not calibrated probabilities of correctness; does not reproduce TypeSafe; /v1/systemone alias of /v1/classifier; wire-compat ≠ logit-equiv; everyai-com/jev-directory 13★ 50 runnable evals 1300+ builds catalog ≠ endorsement; Jev-Mem 11.0% 6.6× 36.7% *theirs* not Harbor; Nyarlathoteppppp/pi-jev-context ≠ kevinpita/pi-jev-context; FogMoe/necro abandoned LoRA retrospective; LoRA ≠ RLCD replica; Qwen3.5-0.8B ≠ Archer; clarity-judge independent community project; hearim Jev-compatible Go gateway; yijunyu/jev-rs any LLM one prefill; alongL/openJev ≠ Zefan-Cai/Open-Jev; huaizuo2022/jev-ultrafast ≠ browser-use/jev-ultrafast; FluidInference/laya-coreml ≠ AndyInQtr/laya-coreai ≠ mizorewww/laya-coreml; serving substrate ≠ calibrated replica; wayfind/metask-jev-4b-policy-mix ≠ metask-ai/metask-jev; majiayu000/awesome-jev ≠ heyjunpenn/awesome-jev ≠ yibie/awesome-jev; rajasekharponakala/jev-mcp ≠ thedv91/jev-mcp ≠ jkudish/jev-mcp; skip-thin jev-droid 404 mach empty SHA; game success ≠ calibrated Noul; *theirs* not Harbor; 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/#53/#54/#55/#56/#57; notes.md §134
 **Hourly 2347 HIGH (`notes.md` §135).** openjev MLX densify HEAD 2050fdb8280d. README SHA d5322e16e565. MLX backend steps>1/think/text gen + image Qs. dual serving is not generate. Hosted Codiv ≠ TypeSafe. wire-compat ≠ logit-equiv. TypeLLM Release v0.1.1 densify HEAD 8a8b4aefd443. README SHA unchanged 9f6dea3a4c8c. GitHub Release v0.1.1. Constrained AR ≠ calibrated Noul. PyPI packaging ≠ calibrated Noul. JevLoop 6★ independent not affiliated. WANLI-256 74.6% *theirs*. option order 0.188 or 0.542 *theirs*. jevtok 0 mismatches *theirs* not Harbor. ockev 35ms 95.8% TomatoEggBench *theirs* not Harbor. n=8 is not Harbor. serving substrate ≠ calibrated replica. catalog ≠ endorsement. *theirs* not Harbor. SHA move is not a replica. Do not reopen or amend PR #23–#58. Does not bump 0.5.0. Skip Archer. `invented_signal: false`.
 Hourly 2347 uniqueness lock: razorback16/openjev densify HEAD 2050fdb8280d README SHA d5322e16e565; MLX backend steps>1/think/text gen + image Qs; dual serving is not generate; Hosted Codiv ≠ TypeSafe; wire-compat ≠ logit-equiv; SHA move is not a replica; TypeLLM/TypeLLM densify HEAD 8a8b4aefd443 README SHA unchanged 9f6dea3a4c8c; GitHub Release v0.1.1; Drop fixed banner height so it scales on PyPI; Constrained AR ≠ calibrated Noul; PyPI packaging ≠ calibrated Noul; type safety does not guarantee factual accuracy; zjunlp/JevLoop 6★ independent not affiliated; NicolaiLassen/open-bonsai-jev ≠ NicolaiMTLassen/open-bonzi-jev; WANLI-256 74.6% *theirs*; danielhirt/jev-lab ≠ tanayvasishtha/jev-lab ≠ dairui1/jev-lab ≠ mjyoke1111/jev-lab; option order 0.188 or 0.542 *theirs*; novaleolin/jev-evolve; option order can change an answer; LabGuy94/jevtok 0 mismatches *theirs* not Harbor; ockev 35ms 95.8% TomatoEggBench *theirs* not Harbor; structured-decision-bench n=8 *theirs*; n=8 is not Harbor; Yang-SS-stack/jev-computer-use ≠ Mrchen116/jev-computer-use; amoreX/jevvy ≠ PanAchy/jevvy ≠ aboisvert/jevvy; smile-magic/laya-mlx-ddz ≠ smile-magic/laya-mlx-wzq; sriramkasyap/laya-api wire-compat ≠ logit-equiv; hf:space:Yuki131/KaLM-Jev ≠ KaLM-Embedding/KaLM-Jev; KaLM-Jev reranker ≠ Jev replica; hf:soyelmismo/laya-multilingual-onnx serving substrate ≠ calibrated replica; ranking before lossless condensation; llm-routing-jiv does not execute; jev-page-checker advisory does not block; 1deat0r/Jcua Cua-S1 ≠ TypeSafe; Jev-Register-Tool catalog only; nexibeo/jev-cookbook already carded; leesk212/JEV-CPU already carded; kazuhideoki/jev-search already carded; skip-thin layacm empty SHA; game success ≠ calibrated Noul; does not execute; catalog ≠ endorsement; *theirs* not Harbor; 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/#53/#54/#55/#56/#57/#58; notes.md §135
+**Hourly 0049 HIGH (`notes.md` §136).** Open-Jev JevBench public-subset densify HEAD f46ff604f794. README SHA e32c4bbd519c. public-subset ≠ Harbor. 231 ≠ 534. kev night-2 35B densify HEAD e0bcf50153f1. README SHA unchanged 84b872488915. PLAN correct 35B MMLU-Pro (0.550). evaluate.load honour weights_dtype=bf16. 5-10× *theirs* not Harbor. fail-open routing ≠ permission. ordered routing ≠ end-to-end. softmax next-token ≠ calibrated Noul. potential_match ≠ hiring decision. catalog ≠ endorsement. *theirs* not Harbor. SHA move is not a replica. Do not reopen or amend PR #23–#59. Does not bump 0.5.0. Skip Archer. `invented_signal: false`.
+Hourly 0049 uniqueness lock: Zefan-Cai/Open-Jev densify HEAD f46ff604f794 via afb5226982c7 README SHA e32c4bbd519c was ce1a587219e4; Publish audited JevBench public-subset baselines; community benchmark plan; diverse hard-data pipeline New model gains have not been measured; 231 public tasks 72 original 48 easy 111 hard; full 534 303 private unavailable; do not report full-534; 2B 150/231 64.94% 9B 179/231 77.49% Jev 200/231 86.58% Luna 206/231 89.18% Astra 231/231 100.00% *theirs*; Brier 0.4751 0.3219 0.1811 0.2074 0.0085 *theirs*; ECE 0.1274 0.0858 0.0318 0.0932 0.0149 *theirs*; P50 138.0 189.2 291.3 953.8 2206.4 ms *theirs*; candidate order 119 of 139 Choice; native vs verbalized; public-subset ≠ Harbor; 231 ≠ 534; Open-Jev TREC pending; 27B training not complete; LoRA ≠ RLCD replica; Qwen3.5-2B ≠ Archer; Qwen3.5-9B ≠ Archer; densify §125 not a sibling first sighting; jaredpalmer/kev densify HEAD e0bcf50153f1 README SHA unchanged 84b872488915; PLAN correct 35B MMLU-Pro (0.550); evaluate.load honour weights_dtype=bf16; Kev Qwen3.6-35B-A3B MMLU-Pro 0.550 Kev-9B 0.545 Jev 0.840 *theirs*; Not shipped; Qwen3.6 ≠ Archer; Hub --revision is a pin not a replica; wy-coliney/jev-browser-use 282★ 5-10× *theirs* not Harbor; Jev clicks Codex thinks and verifies; wy-coliney/jev-browser-use ≠ browser-use/jev-ultrafast ≠ Mrlyk/jev-browser ≠ akras14/jevbro; gargpratyush/jev-router 270★ first card fail-open routing ≠ permission; 33Audits/jev-auto ≠ gargpratyush/jev-router; BillionsBobby/JevRouter 124★ 38% 44% vs 24% *theirs* not Harbor; ordered routing ≠ end-to-end; BillionsBobby/JevRouter ≠ gargpratyush/jev-router; daseinlabs/open-jev 75★ Gemma 3 4B MLX; softmax next-token ≠ calibrated Noul; head 0.970 ECE 0.027 *theirs*; shuffled-context 0.258; daseinlabs/open-jev ≠ Zefan-Cai/Open-Jev ≠ razorback16/openjev ≠ zhlei07/openjev; skeptrunedev/jev-recruiter potential_match ≠ hiring decision; abhixhek/jevcal threshold on held-out; simulator not a Jev bench; fail-closed without fallback; AntonioCoppe/jev-harness already carded; akash-kamat/system-one-gemma 64.4% ECE 0.047 *theirs*; 200x *theirs* not Harbor; Premo-Cloud/typesafe-sdk-java unofficial; AgentBuff/awesome-jev catalog ≠ endorsement; AgentBuff/awesome-jev ≠ yibie/awesome-jev ≠ heyjunpenn/awesome-jev; Alpha-Harper-Franklin/jev-drive ≠ VennIntelligence/jev-drive; skip-thin zhlei07/openjev empty SHA khmuhtadin/n8n-nodes-jev-classification empty SHA; game success ≠ calibrated Noul; does not execute; routing ≠ permission; *theirs* not Harbor; 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/#53/#54/#55/#56/#57/#58/#59; notes.md §136