How to Build a Patient From Scratch (and Still Trust the Results)

:::info Authors: (1) Nicholas I-Hsien Kuo, Corresponding Author from Centre for Big Data Research in Health, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia (n.kuo@unsw.edu.au); (2) Blanca Gallego, Centre for Big Data Research in Health, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia; (3) Louisa R Jorm, Centre for … Read more

Open Models, Closed Gaps: How Fine-Tuning Impacts AI Model Toxicity

Table of Links Abstract and Introduction Related Work Experiments 3.1 Design 3.2 Results 3.3 Comparison 2: Instruction-tuned vs. Dolly-tuned variants 3.4 Comparison 3: Instruction-tuned vs. community-tuned variants Discussion Limitations and Future Work Conclusion, Acknowledgments and Disclosure of Funding, and References A. Models assessed B. Data & Code NeurIPS Paper Checklist A Models assessed Monthly downloads … Read more

Why AI Models Get More Toxic After Community Fine-Tuning

Table of Links Abstract and Introduction Related Work Experiments 3.1 Design 3.2 Results 3.3 Comparison 2: Instruction-tuned vs. Dolly-tuned variants 3.4 Comparison 3: Instruction-tuned vs. community-tuned variants Discussion Limitations and Future Work Conclusion, Acknowledgments and Disclosure of Funding, and References A. Models assessed B. Data & Code NeurIPS Paper Checklist 6 Conclusion Fine-tuning models via … Read more

Fine-Tuning Can Accidentally Make AI More Toxic, Study Finds

Table of Links Abstract and Introduction Related Work Experiments 3.1 Design 3.2 Results 3.3 Comparison 2: Instruction-tuned vs. Dolly-tuned variants 3.4 Comparison 3: Instruction-tuned vs. community-tuned variants Discussion Limitations and Future Work Conclusion, Acknowledgments and Disclosure of Funding, and References A. Models assessed B. Data & Code NeurIPS Paper Checklist 4 Discussion This work explored … Read more

Apple punts on Siri updates as it struggles to keep up in the AI race

Apple’s WWDC 2025 had new software, Formula 1 references, and a piano man crooning the text of different app reviews. But one key feature got the short end of the stick: Siri. Although the company continuously referenced Apple Intelligence and pushed new features like live translation for Messages, FaceTime, and phone calls, Apple’s AI assistant … Read more

I Hit “Apply” 142 Times—and Heard Back Twice

Last spring, I spent more nights on LinkedIn Jobs than on Netflix. One role even dragged me through four rounds of interviews before ghosting me completely. Somehow, the bar keeps rising—referral? Video intro? Homework project?—and still we’re told “just follow up.” After the 30-hour week called “full-time recruiting,” I rarely had energy left to chase down … Read more

Aptos’ APT Gains 4% on Significant Volume, Has More Potential Upside

Aptos’ APT token rallied more than 4% on significant volume, with momentum indicators suggesting more potential upside, according to CoinDesk Research’s technical analysis model. The digital asset broke out of its consolidation phase between $4.65-$4.73, establishing strong support at $4.73 before pushing through previous resistance levels to establish a new local high, according to the … Read more