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Explore the problems researchers are working on and the benchmarks used to measure progress.

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Tasks

TaskDomainBenchmarksPapersLast update
Fermi Problem Solvingllm chat instructionnlp11Feb 18, 2026
Multitask Evaluationllm chat instructionnlp+311Apr 23, 2026
Medical AI Performance Evaluationbio medicalllm chat instruction11Apr 23, 2026
General Assistant Task Solvingllm chat instructionagents tool use+311Feb 21, 2026
Autonomous Agent Problem Solvingagents tool usellm chat instruction11Apr 23, 2026
Patient Simulation Fidelitybio medicalllm chat instruction11Feb 21, 2026
Multi-hop Reasoning and Fact-checkingllm chat instructionnlp11Apr 23, 2026
Simulated decision-makingllm chat instruction11Apr 23, 2026
Multi-turn Dialogue Qualityllm chat instruction11Feb 21, 2026
Zero-shot Language Reasoningllm chat instructionnlp11Apr 23, 2026
Truthful QAllm chat instructionnlp16Feb 18, 2026
Dialog Critique and Refinementllm chat instructionnlp11Feb 18, 2026
Intent-Based Interaction Generationllm chat instruction11Feb 18, 2026
multi-turn interaction-based problem solvingllm chat instructioncode developer ai11Feb 18, 2026
General Reasoning Generalizationllm chat instructionnlp11Feb 18, 2026
Agent Communication Language Evaluationagents tool usellm chat instruction11Feb 21, 2026
Social Deduction Gamellm chat instruction11Apr 23, 2026
Pedagogical Dialogue Classificationnlpllm chat instruction11Feb 21, 2026
Multi-edit Instruction Adherenceimage generation editingllm chat instruction11Apr 23, 2026
Autonomous LLM Agent Verificationagents tool usellm chat instruction11Feb 21, 2026
Collaborative decision-makingagents tool usellm chat instruction11Apr 23, 2026
Ablation hypothesis quality evaluationllm chat instruction11Apr 23, 2026
Malicious Requestor Interaction Selectionadversarial safety securityllm chat instruction11Feb 21, 2026
Collaborative text generationllm chat instruction11Apr 23, 2026
Interactive Mathematical Reasoningllm chat instruction11Apr 23, 2026