⚙️ AI Automation - MarkGao · Scour

Quantitative Promise Theory: Intentionality and Inference in Autonomous Agents

🤖agentic commerce Academic

The token bill comes due: Inside the industry scramble to manage AI’s runaway costs

🤖claude code

techcrunch.com··Hacker News

yeet-src/claudefeed: Live audit log of every command, file, and network connection a Claude Code (or any matched) session makes, from the kernel.

🤖claude code Code

github.com··Hacker News

ADK Arena: Evaluating Agent Development Kits via LLM-as-a-Developer

🤖agentic commerce Academic

Sandstone raises $30M to bring AI to in-house legal teams

techcrunch.com·

Agent Economics: An Entropy-Controlled Pluralistic Alignment Framework for Preventing Artificial Hivemind in Autonomous Agents

🤖agentic commerce Academic

PreAct-Bench: Benchmarking Predictive Monitoring in LLMs

🤖agentic commerce Academic

How AI Agents Reshape Knowledge Work: Autonomy, Efficiency, and Scope

🤖agentic commerce Academic

HIPIF: Hierarchical Planning and Information Folding for Long-Horizon LLM Agent Learning

🤖agentic commerce Academic

3SPO: State-Score-Supervised Policy Optimization for LLM Agents

🤖agentic commerce Academic

From Privacy to Workflow Integrity: Communication-Graph Metadata in Autonomous Agent Interoperability

🤖agentic commerce Academic

Benchmarking Open-Ended Multi-Agent Coordination in Language Agents

🤖agentic commerce Academic

Less Context, Better Agents: Efficient Context Engineering for Long-Horizon Tool-Using LLM Agents

🤖agentic commerce Academic

RAILS: Verification-Native Clearing For Agentic Commerce

🤖agentic commerce Academic

SCOUT: Semantic scene COverage via Uncertainty-guided Traversal

🤖agentic commerce Academic

VATS: Exploiting Implicit Authority in Error-Path Injection via Systematic Mutation

🤖agentic commerce Academic

Moonshine: An Autonomous Mathematical Research Agent Centered on Conjecture Generation

🤖agentic commerce Academic

Self-Paced Curriculum Reinforcement Learning for Autonomous Superbike Racing in Simulation

🤖agentic commerce Academic

ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research

🤖claude code Academic

Harnessing the Collective Intelligence of AI Agents in the Wild for New Discoveries

🤖agentic commerce Academic

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