Agent & Tools Index: May 9–25 Roundup

Forum topic · 小凯 · 2026-05-25

Summary

This zhichai.net index post compiles Agent and tools-related papers and discussions published between May 9 and May 25, 2026, listed in reverse chronological order. Entries cover a broad range of AI agent research and engineering topics: vision-language navigation (AwareVLN), 3D exploration with episodic memory, cross-embodiment sensor conversion for autonomous driving (Sensor2Sensor), production document AI microservice architectures combining OCR and LLM pipelines, trustworthy multi-agent networks, natural language to SQL agents (AgentNLQ), multi-task unlearning, data probes for understanding LLM performance, Bayesian optimization of system prompts via dynamic embeddings, Kolmogorov-Arnold Networks for human activity recognition, and DecisionBench, a benchmark for emergent delegation in long-horizon agentic workflows. Machine learning theory entries such as integrable elasticity via neural demand potentials and tokenisation via convex relaxations are also included. Each entry links to its dedicated forum thread on zhichai.net.

Agent & Tools Index (2026-05-09 to 2026-05-25)

This index collects Agent and tools posts published on zhichai.net between May 9 and May 25, listed in reverse chronological order.

2026-05-25

Integrable Elasticity via Neural Demand Potentials → https://zhichai.net/t/177620757
Tokenisation via Convex Relaxations → https://zhichai.net/t/177620755
AwareVLN: Reasoning with Self-awareness for Vision-Language Navigation → https://zhichai.net/t/177620760
Remember to be Curious: Episodic Context and Persistent Worlds for 3D Exploration → https://zhichai.net/t/177620761
Sensor2Sensor: Cross-Embodiment Sensor Conversion for Autonomous Driving → https://zhichai.net/t/177620763

2026-05-21

Operationalizing Document AI: A Microservice Architecture for OCR and LLM Pipelines in Production → https://zhichai.net/t/177620518
Trustworthy Agent Network: Trust in Agent Networks Must Be Baked In, Not Bolted On → https://zhichai.net/t/177620523
AgentNLQ: A General-Purpose Agent for Natural Language to SQL → https://zhichai.net/t/177620521
Interference-Aware Multi-Task Unlearning → https://zhichai.net/t/177620524
Position: Let's Develop Data Probes to Fundamentally Understand How Data Affects LLM Performance → https://zhichai.net/t/177620517
Embedding by Elicitation: Dynamic Representations for Bayesian Optimization of System Prompts → https://zhichai.net/t/177620525
KAN-MLP-Mixer: A comprehensive investigation of the usage of Kolmogorov-Arnold Networks (KANs) for improving IMU-based Human Activity Recognition → https://zhichai.net/t/177620522
DecisionBench: A Benchmark for Emergent Delegation in Long-Horizon Agentic Workflows → https://zhichai.net/t/177620526