AI and infrastructure news
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- 18 days ago turingpost.com
AI research highlights agent memory and long-running tasks
A weekly roundup published on April 21, 2026, covers research on agent design, long-running task execution, memory transfer in coding agents, and distillation.
- 18 days ago ai.meta.com
Meta presents open-weight 32-billion-parameter model for code research
On September 24, 2025, Meta presented Code World Model, a 32-billion-parameter model with open weights for research into code generation with world models.
- 19 days ago openresearch.sh
Agents for reproducing research and provisioning GPUs
OpenResearch is described as a tool that uses agents to reproduce paper results and provision cloud GPUs. The author says it reproduced their paper end to end.
- 19 days ago victorchen96.github.io
AutoResearch automates reinforcement learning experiments
A post published on June 18, 2026 describes an agent that planned and ran GPU-based reinforcement learning experiments, including code writing, debugging, and summarizing conclusions.
- 19 days ago reddit.com
Benchmark compares seven self-hosted memory providers for Hermes Agent
Published on August 9, 2026, the community benchmark compares seven self-hosted memory providers for Hermes Agent, using 71,060 conversation turns and 3,750 questions about changing facts.
- 19 days ago lab.einsia.ai
BrowserBC turns human browsing into reusable agent skills
Published on July 7, 2026, the post describes BrowserBC, which turns human browsing traces into reusable skill cards. It reports gains in task success, retrieval, and generalization across sites.
- 19 days ago alphaxiv.org
How coding agents learn from software development experience
Published on August 9, 2026, the survey analyzes 108 systems that use development interactions to adapt memory, workflows, tools, or model parameters.
- 19 days ago lilianweng.github.io
Harness engineering and the limits of AI self-improvement
In an article published on July 7, 2026, Lilian Weng examines recursive self-improvement and identifies harness design and optimization as a practical starting point, while discussing evaluation, diversity, and security challenges.
- 19 days ago arxivb.org
JAZ and evaluating recursive agent loops
Published on September 26, 2026, the post describes JAZ, a minimalist framework that uses a single recursive primitive for agent loops, and claims it may outperform Letta and ACE at lower cost.
Ornith-1.0: open models for coding agents
Announced on June 25, 2026, the Ornith-1.0 family spans models from 9B to 397B parameters, trained with reinforcement learning to optimize code and the scaffolds that guide agents.
- 19 days ago alphaxiv.org
Verification for long-running agents
A post published on August 8, 2026 says the Argus runtime conditions pivots on verification and reports 78% on SWE-Bench Pro, compared with 59% for Direct Copilot.
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