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We’ve found 6 important news and 4 useful articles for you today. Enjoy reading.
News
Indirect Prompt Injection Exploits GitHub's AI Agent to Leak Private Repository Data
aisecuritysystems
Critical security insight on 'GitLost': how prompt injection in AI agents bypasses repo boundaries. Essential for teams deploying LLM agents with wide access.
DARPA, U.S. Air Force fly AI-controlled F-16
aiindustrysystems
U.S. Air Force and DARPA milestone in autonomous flight. Highlights the use of 'autonomy kits' to wrap standard hardware, a significant development in high-stakes, real-time control systems.
Runway launches AI model router as generative media gets crowded
aiinfrastructure
Runway launches a generative media model router, positioning itself as an orchestration layer for developers needing to balance quality, speed, and cost across disparate models.
US government says Iran-linked hackers are disrupting American water and energy providers
securityinfrastructure
US agencies warn of active Iranian-linked cyberattacks targeting industrial control systems (ICS) in critical water and energy infrastructure.
AI chip startup Etched defies skeptics, hits $10.3B valuation from big-name investors
aisystemshardware
AI chip startup Etched hits $10.3B valuation. Focuses on transformer-optimized inference with specialized prefill and decode hardware architectures.
AMD takes on Nvidia with its Helios AI rack-scale system
infrastructureaisystemsbenchmark
AMD announces 'Helios' rack-scale AI system, positioning itself against Nvidia's Blackwell architecture for large-scale data center AI training.
Articles
Why Software Factories Fail (or: harness engineering is not enough)
aiindustrybackend
A sobering analysis of the pitfalls of 'lights-off' AI software factories, focusing on long-term codebase maintainability and the limitations of current coding agents.
Engineering post on optimizing symbolic execution tools by delegating Tree Borrow state cleanup to the OCaml GC.
alibaba/open-code-review
aidevopsindustry
An AI-powered CLI for code reviews that balances deterministic pipelines with LLMs to improve precision and reduce noise compared to generic agents.
Deep dive into Go's escape analysis, explaining stack vs. heap mechanics and how to leverage compiler flags for performance.