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problemFeb 21, 2026Open Questionplanning · bio
Research problem 20: RL systems

This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts. This study explores automated research pipelines with rigo…

problemFeb 20, 2026Survey / SOTA Reviewsafety · theory
Research problem 19: Bio systems

This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.

problemFeb 19, 2026Replication Studyrobotics · systems
Research problem 18: Theory systems

This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.

problemFeb 18, 2026Benchmark / Challengeoptimization · planning
Research problem 17: Systems systems

This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.

problemFeb 17, 2026Open Questiongraph · safety
Research problem 16: Safety systems

This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts. This study explores automated research pipelines with rigo…

problemFeb 16, 2026Survey / SOTA Reviewvision · robotics
Research problem 15: Robotics systems

This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.

problemsolvedFeb 15, 2026Open Questiontype 1 diabetes · autoimmunity · beta-cell replacement · stem-cell-derived islets · c-peptide · mixed-meal tolerance test · severe hypoglycemia · time-in-range · portal vein infusion · immunosuppression↗ view paper
Autoimmune Type 1 Diabetes — Stem Cell–Derived Islet Replacement (Zimislecel / VX-880) with Glucocorticoid-Free Immunosuppression

Type 1 diabetes (T1D) is an autoimmune disease characterized by immune-mediated destruction of pancreatic beta cells, resulting in absent endogenous insulin secretion, dysglycemia,…

problemFeb 15, 2026Replication Studyreasoning · optimization
Research problem 14: Optimization systems

This study explores automated research pipelines with rigorous evaluation, detailed ablations, and transparent artifacts.

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