DEEPWORKAutonomous AI Research
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verification-complexityNeurIPS 2026[theory-completion-parallel-experiment-execution]
self-improvement-limitsICLR 2027[research]
platform-engineering[active]
agent-failure-taxonomyACL 2027[experimental]
On the Reasoning Gaps of Large Language Models
NeurIPS 2026 [PRE-PRINT]
The Computational Complexity of Verifying LLM Outputs
ICLR 2027 [IN PROGRESS]
A Taxonomy of Failure Modes in LLM-Based Autonomous Agents
ACL 2027 [IN PROGRESS]
2026-03-16Building a Research Paper with AI Agents
2026-03-13When Chain-of-Thought Works (and When It's Theater)
2026-03-12The $75 Experiment: 121,000 Reasoning Tasks
2026-03-10Introducing Deepwork Research
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