{"bundle_version":"tracevox.public.bundle.v1","generated_at":"2026-08-21T00:08:59.080333+00:00","base_url":"https://tracevox.ai","projects":[{"id":"proj_a7b087b6c99f4975","slug":"trust-calibrated-rl","name":"Trust-Calibrated RL","full_title":"Trust-Calibrated Reinforcement Learning for Adversarially Robust Multimodal Agents","research_question":"Should agent security be learned as part of decision-making rather than bolted on as an external guardrail? Concretely: can an agent learn a calibrated estimate of how much to trust its own observations, and pay a real cost to VERIFY before it ACTs?","status":"ACTIVE","url":"/research/projects/trust-calibrated-rl"}],"experiments":[{"id":"exp_8e4312c8077740f0","slug":"gate-corruption-robustness-lavagaps7","name":"Gate: corruption robustness (LavaGapS7)","research_question":"How does PPO performance on LavaGapS7 degrade under observation corruption, and does corruption-trained robustness transfer to held-out corruption families?","environment":"MiniGrid-LavaGapS7-v0","project_id":"proj_a7b087b6c99f4975","published_at":"2026-08-21T00:08:59.075749+00:00","url":"/research/experiments/gate-corruption-robustness-lavagaps7"}]}