🕵️ LLM Agents - yfff

💡AI Reasoning Academic

arxiv.org·

Claude Fable 5 is now available on Databricks, fully governed through Unity AI Gateway

💡AI Reasoning Blog

databricks.com·

Less Context, More Accuracy: A Bi-Temporal Memory Engine for LLM Agents Where a Lean Retrieved Context Beats the Full History

🧠LLM Academic

arxiv.org·

NVIDIA Nemotron 3 Ultra now available on Amazon SageMaker JumpStart

📋Product Management Blog

aws.amazon.com·

TabClaw: An Interactive and Self-Evolving Agent for Spreadsheet Manipulation and Table Reasoning

🤖AI Academic

arxiv.org·

HtooTayZa/sawtooth-memory: Async hierarchical memory middleware for LLM agents.

🐙Open Source Code

github.com··Hacker News, Hacker News, r/SideProject

Self-evolving LLM agents with in-distribution Optimization

🎮Reinforcement Learning Academic

arxiv.org·

Anthropic warns AI could soon help build its own successors

🤖Transformers

axios.com··Hacker News

Bayesian-Agent: Posterior-Guided Skill Evolution for LLM Agent Harnesses

🧠LLM Academic

arxiv.org·

Show HN: I nerfed our coding agents on purpose

🦀Rust Discussion

news.ycombinator.com··Hacker News

The Cold-Start Safety Gap in LLM Agents

💬LLMs Academic

arxiv.org·

EEVEE: Towards Test-time Prompt Learning in the Real World for Self-Improving Agents

🎮Reinforcement Learning Academic

arxiv.org·

Causal Agent Replay: Counterfactual Attribution for LLM-Agent Failures

📐Math Academic

arxiv.org·

ashp15205/guardian-runtime: A zero-latency, local-first runtime firewall for LLMs. Intercept every prompt and response locally to stop data leaks and runaway token costs.

✍️Prompt Engineering Code

github.com··Hacker News

Memory Beyond Recall: A Dual-Process Cognitive Memory System for Self-Evolving LLM Agents

🎮Reinforcement Learning Academic

arxiv.org·

Mind the Gap: Can Frontier LLMs Pass a Standardized Office Proficiency Exam?

✍️Prompt Engineering Academic

arxiv.org·

teamolimpo/TeamOlimpo: The orchestration layer for AI agent teams — MCP-native orchestrator with unified memory, IntentGate routing, and structured handoff protocol.

✍️Technical Writing Code

github.com··Hacker News

Benchmarking Open-Ended Multi-Agent Coordination in Language Agents

🧠LLM Academic

arxiv.org·

IntentKV: Cross-Turn Intent-Aware KV Cache Pruning for Agent Inference

💡AI Reasoning Academic

arxiv.org·

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Tejas-TA/predikit: The missing bridge between your ML models and your AI agents.

TRACE: Trajectory Reasoning through Adaptive Cross-Step Evidence Aggregation for LLM Agents

Claude Fable 5 is now available on Databricks, fully governed through Unity AI Gateway

Less Context, More Accuracy: A Bi-Temporal Memory Engine for LLM Agents Where a Lean Retrieved Context Beats the Full History

NVIDIA Nemotron 3 Ultra now available on Amazon SageMaker JumpStart

TabClaw: An Interactive and Self-Evolving Agent for Spreadsheet Manipulation and Table Reasoning

HtooTayZa/sawtooth-memory: Async hierarchical memory middleware for LLM agents.

Self-evolving LLM agents with in-distribution Optimization

Anthropic warns AI could soon help build its own successors

Bayesian-Agent: Posterior-Guided Skill Evolution for LLM Agent Harnesses

Show HN: I nerfed our coding agents on purpose

The Cold-Start Safety Gap in LLM Agents

EEVEE: Towards Test-time Prompt Learning in the Real World for Self-Improving Agents

Causal Agent Replay: Counterfactual Attribution for LLM-Agent Failures

ashp15205/guardian-runtime: A zero-latency, local-first runtime firewall for LLMs. Intercept every prompt and response locally to stop data leaks and runaway token costs.

Memory Beyond Recall: A Dual-Process Cognitive Memory System for Self-Evolving LLM Agents

Mind the Gap: Can Frontier LLMs Pass a Standardized Office Proficiency Exam?

teamolimpo/TeamOlimpo: The orchestration layer for AI agent teams — MCP-native orchestrator with unified memory, IntentGate routing, and structured handoff protocol.

Benchmarking Open-Ended Multi-Agent Coordination in Language Agents

IntentKV: Cross-Turn Intent-Aware KV Cache Pruning for Agent Inference