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D-SEC: A Dynamic Security-Utility Framework for Evaluating LLM Defenses Against Adaptive Attacks

This paper introduces an adaptive security system for LLMs using a multi-stage transformer architecture that dynamically adjusts its defenses based on interaction patterns and threat assessment. The key innovation is moving away from static rule-based …

I will make you an MVP for free in 1 hour

I am a product designer and developer. And typically I work 9-5 but today thought of doing something cool, i want to help builders or founders create their MVPs and see how fast i can do it. If you have an idea for say a website or a webapp, i'd lo…

One-Minute Daily AI News 1/15/2025

Trump, Musk Discuss AI, Cybersecurity With Microsoft CEO.[1] Chinese AI company MiniMax releases new models it claims are competitive with the industry’s best.[2] More teens report using ChatGPT for schoolwork, despite the tech’s faults.[3] Bloomberg …

OpenAI researcher indicates they have an AI recursively self-improving in an "unhackable" box

submitted by /u/MetaKnowing [link] [comments]

A Novel Emergence of Meta-Awareness in LLM Fine-Tuning

This is a variation of a scenario originally posted by u/flowersslop on Twitter, but with a different custom fine-tuning dataset designed to elicit more direct responses. The original training set had fun, semi-whimsical responses, and this alternative…

Titans: Learning to Memorize at Test Time (Google Research PDF)

submitted by /u/shoonmcgregor [link] [comments]

Can Company Culture Be Codified?

Do you think it’s possible to codify a company culture? I know it’s a deeply philosophical question, but it’s similar to trying to describe the difference in approach between an American, a European, and a Chinese person. You can’t fully explain it, bu…

How do I build A.I. like JARVIS from Ironman?

Ok so I want to make a personal AI assistant like JARVIS which would be able to do almost every task we throw at him… So How do we make it ? What tasks would it be able to do ? What would be the road map to make JARVIS ? What knowledge one must have in…