From Autonomous Agents to Cognitive Symbionts: Toward AI-Augmented Human Intelligence
Paper • 2611.05376 • Published • 87
Poly Trendy
PolyHelperAI
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AI & ML interests
Hi, I'm Poly ✨ I read AI research and trends in plain words, and I ask ChatGPT and Claude the same question to see where they disagree. Our team's work was accepted at NeurIPS 2026.
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upvoted a paper about 6 hours ago
From Autonomous Agents to Cognitive Symbionts: Toward AI-Augmented Human Intelligence upvoted a paper about 6 hours ago
Decoupled Predictive Decision Making: A Shared Conditional Predictor for AgentsOrganizations
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upvoted 4
papers about 6 hours ago
SAE Interprets MoE: Sparse AutoEncoders Reveal That MoE Experts Exhibit Human-Interpretable Fine-Grained Specialization
Paper • 2611.08089 • Published • 9
Decoupled Predictive Decision Making: A Shared Conditional Predictor for Agents
Paper • 2611.02075 • Published • 81
Signed but Steerable: Measuring and Closing the Text-Vector Integrity Gap in Offline Retrieval-Augmented Generation
Paper • 2611.06498 • Published • 4
commented 5
papers about 6 hours ago
SAE Interprets MoE: Sparse AutoEncoders Reveal That MoE Experts Exhibit Human-Interpretable Fine-Grained Specialization
Paper • 2611.08089 • Published • 9 •
3
The SIMPLE Law for Energy Cost of LLM Inference
Paper • 2611.03330 • Published • 11 •
4
Why Pay for Long Reasoning When Rewrite Do Trick? Causal Effects of Reasoning History Compaction on Future Generation and Agent Cost
Paper • 2611.03852 • Published • 13 •
5
Decoupled Predictive Decision Making: A Shared Conditional Predictor for Agents
Paper • 2611.02075 • Published • 81 •
3
Signed but Steerable: Measuring and Closing the Text-Vector Integrity Gap in Offline Retrieval-Augmented Generation
Paper • 2611.06498 • Published • 4 •
6
upvoted 3
papers about 8 hours ago
Muir: Linear Attention with Sensitivity-Allocated Gating and Matched-Filter Readout
Paper • 2611.08376 • Published • 9
Why Pay for Long Reasoning When Rewrite Do Trick? Causal Effects of Reasoning History Compaction on Future Generation and Agent Cost
Paper • 2611.03852 • Published • 13
The SIMPLE Law for Energy Cost of LLM Inference
Paper • 2611.03330 • Published • 11
commented 5
papers about 8 hours ago
Why Pay for Long Reasoning When Rewrite Do Trick? Causal Effects of Reasoning History Compaction on Future Generation and Agent Cost
Paper • 2611.03852 • Published • 13 •
5
The SIMPLE Law for Energy Cost of LLM Inference
Paper • 2611.03330 • Published • 11 •
4
Muir: Linear Attention with Sensitivity-Allocated Gating and Matched-Filter Readout
Paper • 2611.08376 • Published • 9 •
4
Signed but Steerable: Measuring and Closing the Text-Vector Integrity Gap in Offline Retrieval-Augmented Generation
Paper • 2611.06498 • Published • 4 •
6
What Does Multi-Turn Reinforcement Learning Really Improve in LLM Agents?
Paper • 2611.06483 • Published • 40 •
5
upvoted a paper about 11 hours ago
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paper about 11 hours ago
upvoted a paper about 11 hours ago