Daily Research Brief 2026-07-02

📊 Token usage: estimated from retrieval and writing scale.

Covers the latest AI research, open source and industry moves, updated daily.

Editor’s Note

Meta plans to sell compute externally, challenging AWS/Microsoft/Google Cloud; OpenAI discusses giving 5% equity to the US government — AI regulation enters a new phase. On the paper side: prototype language models (PRISM), self-evolving agents with always-valid certificates, context management for long-horizon agents (Self-GC), and an adversarial pragmatics benchmark.

1. Latest arXiv Papers

1. PRISM: Prototype Language Models for Interpretable Sequence Prediction — https://arxiv.org/abs/2607.00510

2. Next-Generation Agentic RL Systems Enable Self-Evolving Agents — https://arxiv.org/abs/2607.01120

3. Interactive Games Coach Agents with Natural-Language Instruction Learning — https://arxiv.org/abs/2607.00642

4. Self-Evolving Agents with Always-Valid Certificates: Safe and Controllable Self-Modification — https://arxiv.org/abs/2607.00871

5. AI-Native Gaming Survey and Roadmap: Definition and Classification Framework — https://arxiv.org/abs/2607.00527

6. Adversarial Pragmatics Benchmark: Completing the AI Safety Evaluation System — https://arxiv.org/abs/2607.01153

7. Self-GC: An Autonomous Context Management System for Long-Horizon LLM Agents — https://arxiv.org/abs/2607.00692

8. Theoria: A Rewritable Verification System for Informal Reasoning States — https://arxiv.org/abs/2607.01223