AI Automation

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Scoured 25 posts in 6.7 ms

Quantitative Promise Theory: Intentionality and Inference in Autonomous Agents

 🤖agentic commerce  Content type: Academic
arxiv.org·

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

 🤖claude code

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  Content type: Code
github.com··Hacker News

PreAct-Bench: Benchmarking Predictive Monitoring in LLMs

 🤖agentic commerce  Content type: Academic
arxiv.org·

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

 🚀Startups
techcrunch.com·

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

 🤖agentic commerce  Content type: Academic
arxiv.org·

The Meta-Agent Challenge: Are Current Agents Capable of Autonomous Agent Development?

 🤖agentic commerce  Content type: Academic
arxiv.org·

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

 🤖agentic commerce  Content type: Academic
arxiv.org·

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

 🤖agentic commerce  Content type: Academic
arxiv.org·

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

 🤖agentic commerce  Content type: Academic
arxiv.org·

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

 🤖agentic commerce  Content type: Academic
arxiv.org·

Moonshine: An Autonomous Mathematical Research Agent Centered on Conjecture Generation

 🤖agentic commerce  Content type: Academic
arxiv.org·

Benchmarking Open-Ended Multi-Agent Coordination in Language Agents

 🤖agentic commerce  Content type: Academic
arxiv.org·

FALSIFYBENCH: Evaluating Inductive Reasoning in LLMs with Rule Discovery Games

 🤖agentic commerce  Content type: Academic
arxiv.org·

RAILS: Verification-Native Clearing For Agentic Commerce

 🤖agentic commerce  Content type: Academic
arxiv.org·

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

 🤖agentic commerce  Content type: Academic
arxiv.org·

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

 🤖agentic commerce  Content type: Academic
arxiv.org·

The Saturation Trap and the Subjectivity of Intervention Timing: Why Affect-Based Triggers and LLM Judges Fail to Time Interventions on Autonomous Agents

 🤖agentic commerce  Content type: Academic
arxiv.org·

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

 🤖agentic commerce  Content type: Academic
arxiv.org·

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

 🤖agentic commerce  Content type: Academic
arxiv.org·

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