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Prompt Injection Just Leaked GitHub's Private Repos

Researchers tricked GitHub's AI agent into exposing private repository content via prompt injection. If you're building AI features, this is the vulnerability class you need to understand.

AI Research Digest — 8 July 2026

• 1Data filtering works a lot worse than you would expect
• 2The Case for Model Forensics
• 3After Orthogonality: Virtue-Ethical Agency and AI Alignment
• +1 more inside →

GitHub Hot — 8 July 2026

• 1T3MP3ST · ⭐ 3K
• 2X4G · ⭐ 2K · Python
• 3openscience · ⭐ 1K
• 4knockoff · ⭐ 1K
• +1 more inside →

Helping K–12 educators build practical AI skills

• 1OpenAI Academy and the Walton Family Foundation are collaborating to provide educators with practical AI skills training.
• 2This initiative could inspire developers to create more educational tools and applications focused on AI.
• 3Developers should keep an eye on this collaboration for potential future partnerships or educational resources.

Introducing GPT-Live

• 1GPT-Live offers more natural and interactive voice responses, enhancing user experience.
• 2Developers can now integrate more human-like AI voice capabilities into their applications.
• 3Immediate action: Start exploring and integrating GPT-Live into your projects to improve voice interactions.

Separating signal from noise in coding evaluations

• 1SWE-Bench Pro has been found to have significant issues that could affect AI model evaluations.
• 2Developers should be cautious when using SWE-Bench Pro and consider alternative benchmarks.
• 3Re-evaluate the benchmarks used for AI model evaluation to ensure they are reliable and accurate.

Canberra paramedics become patients every couple of days

• 1Review your workplace safety policies and procedures.
• 2Ensure you have access to support services if you experience or witness occupational violence.
• 3Consult a registered migration agent (MARA) if you have concerns about your visa status or workplace safety.

7 MB Embedding Model That Runs Entirely in Your Browser

Ternlight ships a full embedding model as a single npm package — no API key, no server round-trip, no vector DB subscription. Semantic search in five lines of JavaScript.