GitHub - vrtnis/tycoon-learning-environment: A JAX transport-economy learning environment for route planning, cargo flow, financing, and replayable agent benchmarks.

MobilityBench: A New Benchmark for Evaluating LLM-Based Route-Planning Agents Using Real-World Mobility Data

This paper introduces MobilityBench, a scalable benchmark for evaluating LLM-based route-planning agents in real-world mobility scenarios. B

River: "‼️I wrote a new blog post‼️ "An Exploration into…" - DEF CON Social

QUBRIC: A Framework for Co-Designing Queries and Rubrics to Extend Reinforcement Learning Beyond Verifiable Rewards

This paper introduces QUBRIC, a framework for rubric-based reinforcement learning (RL) that co-designs queries and rubrics to overcome limit

The Efficiency Trap: How to Build a Lasting Cost Advantage with AI (via Passle)

PerspectiveGap: A New Benchmark Reveals LLMs Struggle with Multi-Agent Orchestration Prompting

The article introduces PerspectiveGap, a benchmark designed to evaluate LLMs' ability to compose orchestration prompts for multi-agent syste

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