From Autonomous Agents to Cognitive Symbionts: Toward AI-Augmented Human Intelligence
Paper • 2611.05376 • Published • 99
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 13 hours ago
From Autonomous Agents to Cognitive Symbionts: Toward AI-Augmented Human Intelligence upvoted a paper about 13 hours ago
Decoupled Predictive Decision Making: A Shared Conditional Predictor for AgentsOrganizations
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upvoted 4
papers about 13 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 • 82
Signed but Steerable: Measuring and Closing the Text-Vector Integrity Gap in Offline Retrieval-Augmented Generation
Paper • 2611.06498 • Published • 4
upvoted a paper about 14 hours ago
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papers about 15 hours ago
upvoted 4
papers about 18 hours ago
SwarmEvolve: Latent Agent Swarms for Evolutionary Discovery and Optimization
Paper • 2611.08483 • Published • 9
Hybrid Computer Use: A Unified Programmatic, Semantic, and Visual Interface for General Agents
Paper • 2610.41432 • Published • 17
Harness-S: Learning from Sibling Harnesses for Generalizable Agent Training
Paper • 2611.04277 • Published • 66
EvoMemState: Evolving Memory State for Personal Agents
Paper • 2611.03743 • Published • 32
upvoted 4
papers about 21 hours ago
Towards Real-Time Full-Waveform LiDAR Transformers via Intensity-Guided Token Reduction and Physics-Aware Augmentation
Paper • 2611.07613 • Published • 5
PyRUA-REAL: Robot Exploration and Adaptive Learning through RSI in the Real World
Paper • 2611.06768 • Published • 13
SLA: Scaling Spatial-Language-Action Model via Continual Pre-training
Paper • 2611.08373 • Published • 85
Reducing Representational Interference in Retrieval Embeddings with Trainable Prefix Tokens
Paper • 2611.07298 • Published • 6
upvoted 5
papers 1 day ago
Open-HumanScale: An Open Recipe for Scaling Human and Robot Experience for Embodied Foundation Models
Paper • 2611.06817 • Published • 31
TailSteer: Trajectory-Tail Steering for Drift-Resistant Multi-turn Image Editing
Paper • 2611.06741 • Published • 40
EmoReward: Self-Evolving Reward Calibration for Emotional Video Generation RL
Paper • 2611.06518 • Published • 26
OpenFrontiers: A Collection of Open Research Problems and a Benchmark for Scientific Rediscovery
Paper • 2610.37739 • Published • 6
VideoMemBench: How Well Do MLLMs Remember in Video Conversations?
Paper • 2610.40131 • Published • 31