Aamer Mihaysi

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commented a paper about 2 hours ago

Ignorance or Incompetence? Constructing Knowledge-Gated, Verifiable Tasks for LLM Agents

Paper • 2608.30322 • Published 4 days ago • 1 •

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commented a paper 1 day ago

From Production Traffic to Post-Training: Building a Self-Hosted LLM That Covers the Corporate Request Mix

Paper • 2609.01572 • Published 3 days ago • 33 •

3

commented a paper 2 days ago

Super Library Agent: Joint Generation and Maintenance of Multiple Applications Beyond the Single Codebase

Paper • 2608.29310 • Published 6 days ago • 27 •

4

commented a paper 3 days ago

LoopArena: Benchmarking Models as Runtime Controllers for Loop Engineering

Paper • 2608.28281 • Published 7 days ago • 100 •

5

commented a paper 4 days ago

What Does an Evaluation License? A Commit-Bound Census of Claim-Relative Inference in Inspect Evals

Paper • 2608.19269 • Published 10 days ago • 5 •

3

commented a paper 5 days ago

Agentic Game Development as a Verifiable Trajectory Data Engine for Scaling World Models

Paper • 2608.25518 • Published 9 days ago • 195 •

5

commented a paper 6 days ago

PILOT in the Loop: Live Self-Improvement for Long-Horizon Agents

Paper • 2608.26530 • Published 8 days ago • 32 •

4

commented a paper 8 days ago

TorchMorph: CUDA-accelerated Morphological Transforms

Paper • 2608.24738 • Published 10 days ago • 4 •

3

commented a paper 9 days ago

Quantization-Aware Healing: A Practical Recipe for Recovering Compressed, 4-Bit LLMs

Paper • 2608.20953 • Published 14 days ago • 11 •

4

commented a paper 10 days ago

Daedalus-150M: A Convolution-Attention Hybrid Designed for CPU Inference

Paper • 2608.20210 • Published 15 days ago • 8 •

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commented a paper 11 days ago

QuoteBench: How Matched Scores Can Hide Command-Path Failures

Paper • 2608.13547 • Published 22 days ago • 8 •

4

commented a paper 12 days ago

The Embedder's Dilemma: LLMs Are Better, but at What Cost?

Paper • 2608.12875 • Published 22 days ago • 15 •

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commented a paper 13 days ago

SWE-bench Science: Can Coding Agents Resolve Engineering Tasks in Science?

Paper • 2608.19799 • Published 15 days ago • 65 •

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commented a paper 14 days ago

SkillGate: Training In-Policy Skill Selection in Long-Horizon Agents

Paper • 2608.18852 • Published 16 days ago • 7 •

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commented a paper 16 days ago

How Do Agents Fail on AutoResearch: End-to-End Diagnostic Evaluation on 100 Real-World Frontier Research Tasks

Paper • 2608.14905 • Published 21 days ago • 30 •

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commented a paper 17 days ago

Second Thought: Reasoning in Parallel as LLM Agents Act and Observe

Paper • 2608.13667 • Published 21 days ago • 16 •

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commented a paper 20 days ago

Specification-first convergence with an AI coding agent: a case study of dismantling a core architectural invariant across 189 files in a 717k-line codebase with no test oracle and no human code review

Paper • 2608.12440 • Published 23 days ago • 10 •

5

commented a paper 21 days ago

Ready Cohorts: Bounding GPU Opportunity and Avoiding Host Round Trips in LLM-Agent Control

Paper • 2608.12123 • Published 23 days ago • 2 •

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commented a paper 22 days ago

Not Worth Another Token: Marginal Value Estimation for Efficient Deep Research Agents

Paper • 2608.08389 • Published 26 days ago • 12 •

3

commented a paper 23 days ago

Business Arena: Benchmarking LLM Agents in a Realistic Marketplace

Paper • 2608.08621 • Published 26 days ago • 22 •

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