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[QWEN-LEGAL] Tracking: strong legal Qwen fine-tuning on Pylons for Harvey benchmark gains

benchmarkLegal Psionic roadmap labelLegal Psionic roadmap label

legal-ftLegal Psionic roadmap labelLegal Psionic roadmap label

master-taskTracking issueTracking issue

priority:P0Must happen for the first credible implementationMust happen for the first credible implementation

pylonLegal Psionic roadmap labelLegal Psionic roadmap label

qwen36Legal Psionic roadmap labelLegal Psionic roadmap label

trainingLegal Psionic roadmap labelLegal Psionic roadmap label

type:architectureArchitecture and contract designArchitecture and contract design

Status: Open.

#1087 In OpenAgentsInc/psionic;

· AtlantisPleb opened on May 21, 2026

[QWEN-LEGAL-12] Define strong-legal-model acceptance targets and stop conditions

benchmarkLegal Psionic roadmap labelLegal Psionic roadmap label

legal-ftLegal Psionic roadmap labelLegal Psionic roadmap label

milestoneLegal Psionic roadmap labelLegal Psionic roadmap label

priority:P0Must happen for the first credible implementationMust happen for the first credible implementation

qaQuality and validation workQuality and validation work

type:qualityQuality, calibration, or review processQuality, calibration, or review process

Status: Open.

#1086 In OpenAgentsInc/psionic;

· AtlantisPleb opened on May 21, 2026

[QWEN-LEGAL-11] Pick the first strong Qwen model ladder for legal training

legal-ftLegal Psionic roadmap labelLegal Psionic roadmap label

planningPlanning workPlanning work

priority:P1Important follow-up after the P0 path is movingImportant follow-up after the P0 path is moving

qwen36Legal Psionic roadmap labelLegal Psionic roadmap label

trainingLegal Psionic roadmap labelLegal Psionic roadmap label

type:architectureArchitecture and contract designArchitecture and contract design

Status: Open.

#1085 In OpenAgentsInc/psionic;

· AtlantisPleb opened on May 21, 2026

[QWEN-LEGAL-10] Build the hillclimb controller and progress reporting loop

benchmarkLegal Psionic roadmap labelLegal Psionic roadmap label

epic:lab-hill-climbBenchmark scoring improvement and optimization loopBenchmark scoring improvement and optimization loop

legal-ftLegal Psionic roadmap labelLegal Psionic roadmap label

observabilityObservability and retained status workObservability and retained status work

priority:P1Important follow-up after the P0 path is movingImportant follow-up after the P0 path is moving

type:reportingReports, dashboards, summaries, or exportsReports, dashboards, summaries, or exports

Status: Open.

#1084 In OpenAgentsInc/psionic;

· AtlantisPleb opened on May 21, 2026

[QWEN-LEGAL-09] Attach real Bitcoin and Lightning settlement proof to accepted Pylon training work

bitcoinBitcoin and Lightning settlement workBitcoin and Lightning settlement work

legal-ftLegal Psionic roadmap labelLegal Psionic roadmap label

paymentsLegal Psionic roadmap labelLegal Psionic roadmap label

priority:P1Important follow-up after the P0 path is movingImportant follow-up after the P0 path is moving

pylonLegal Psionic roadmap labelLegal Psionic roadmap label

settlementSettlement, reconciliation, and payout finality workSettlement, reconciliation, and payout finality work

type:evidenceReceipts, provenance, hashes, or evidence recordsReceipts, provenance, hashes, or evidence records

Status: Open.

#1083 In OpenAgentsInc/psionic;

· AtlantisPleb opened on May 21, 2026

[QWEN-LEGAL-08] Serve trained Qwen adapters through the Autopilot Blueprint benchmark path

benchmarkLegal Psionic roadmap labelLegal Psionic roadmap label

legal-ftLegal Psionic roadmap labelLegal Psionic roadmap label

model-registryLegal Psionic roadmap labelLegal Psionic roadmap label

priority:P0Must happen for the first credible implementationMust happen for the first credible implementation

type:providerModel/provider integrationModel/provider integration

Status: Open.

#1082 In OpenAgentsInc/psionic;

· AtlantisPleb opened on May 21, 2026

[QWEN-LEGAL-07] Train from good and bad Harvey traces with DPO and RL-style updates

dpoLegal Psionic roadmap labelLegal Psionic roadmap label

grpoLegal Psionic roadmap labelLegal Psionic roadmap label

legal-ftLegal Psionic roadmap labelLegal Psionic roadmap label

priority:P1Important follow-up after the P0 path is movingImportant follow-up after the P0 path is moving

rewardsLegal Psionic roadmap labelLegal Psionic roadmap label

trainingLegal Psionic roadmap labelLegal Psionic roadmap label

type:optimizationOptimization, hill-climbing, or sweep workOptimization, hill-climbing, or sweep work

Status: Open.

#1081 In OpenAgentsInc/psionic;

· AtlantisPleb opened on May 21, 2026

[QWEN-LEGAL-06] Add strict adapter merge, validation, rollback, and promotion gates

legal-ftLegal Psionic roadmap labelLegal Psionic roadmap label

priority:P0Must happen for the first credible implementationMust happen for the first credible implementation

promotionLegal Psionic roadmap labelLegal Psionic roadmap label

pylonLegal Psionic roadmap labelLegal Psionic roadmap label

receiptsLegal Psionic roadmap labelLegal Psionic roadmap label

type:release-gatePromotion, rollback, and release gate behaviorPromotion, rollback, and release gate behavior

Status: Open.

#1080 In OpenAgentsInc/psionic;

· AtlantisPleb opened on May 21, 2026

[QWEN-LEGAL-05] Run legal fine-tuning jobs on real remote Pylons

distributed-trainingLegal Psionic roadmap labelLegal Psionic roadmap label

legal-ftLegal Psionic roadmap labelLegal Psionic roadmap label

priority:P0Must happen for the first credible implementationMust happen for the first credible implementation

pylonLegal Psionic roadmap labelLegal Psionic roadmap label

trainingLegal Psionic roadmap labelLegal Psionic roadmap label

type:orchestrationJob orchestration, sweeps, or schedulingJob orchestration, sweeps, or scheduling

Status: Open.

#1079 In OpenAgentsInc/psionic;

· AtlantisPleb opened on May 21, 2026

[MedPsy CUDA] Close native Qwen3 GPU parity gap against llama.cpp runner

backendBackend workBackend work

enhancementNew feature or requestNew feature or request

evalEvaluation workEvaluation work

qaQuality and validation workQuality and validation work

Status: Open.

#985 In OpenAgentsInc/psionic;

· AtlantisPleb opened on May 11, 2026