I built an AI dev harness that isn't allowed to trust itself
A developer created an AI development harness that intentionally limits its ability to trust itself, aiming to improve security and reliability. This system is used for developing an unannounced game.

- The AI dev harness is designed to limit self-trust for improved security
- The system is being used to develop an unannounced game
- This approach could have significant implications for secure and trustworthy AI development
The developer's goal was to design a system that could operate securely and reliably, even when faced with potential errors or manipulations.
To achieve this, the harness is programmed to question its own decisions and actions, ensuring that it does not blindly trust its own outputs.
This approach could have significant implications for the development of more secure and trustworthy AI systems, particularly in applications where reliability is critical.
The harness is currently being used to develop an unannounced game, which will serve as a test case for the effectiveness of this approach in real-world applications.
offers a new approach to secure AI development
could lead to more reliable AI systems
NSF CAREER award allows researcher to look under AI’s hood - George Mason University
NEW Community debuts at Goldschmidt 2026: An open scholarly community connecting artificial intelligence, environmental science, and geochemical research - EurekAlert!
AI may be getting the attention, but it’s only as reliable as the data behind it - Federal News Network
AI ResearchI Built an AI Memory Agent That Forgets on Purpose — Then Spent Two Days Proving It Actually Works
Doctors Develop Guiding Principles for Future of AI in Healthcare - UVA Health
UAHT launches new artificial intelligence certificate - KTALnews.com
UAHT has introduced a new artificial intelligence certificate program in the US, aiming to equip students with AI skills.
BusinessAnthropic’s landmark $1.5B copyright settlement is approved
A court has approved a landmark $1.5 billion settlement for Anthropic regarding the use of copyrighted data in model training.
New survey finds Colorado voters in the 8th Congressional District back more federal AI regulations - Colorado Politics
A new survey finds that voters in Colorado's 8th Congressional District are in favor of more federal regulations on artificial intelligence. The survey highlights the growing concern among voters about the need for stricter AI regulations.
BusinessTrump’s latest AI czar has already resigned
David Sacks, Trump's latest AI czar, has resigned from the Center for AI Standards and Innovation, leaving the role vacant once again.
BusinessHere are the 30,000 songs Sony is suing Udio’s AI music generator over
Sony Music filed a lawsuit against Udio, accusing the AI music generator of infringing the copyright of over 30,000 songs. The label claims this list represents only a small fraction of the total violations.
BusinessJudge halts Paramount's $111B purchase of Warner Bros. in win for US states
A US judge has granted a restraining order against Paramount's $111 billion purchase of Warner Bros., citing potential antitrust law violations.