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Sakana AI's Recursive Self-Improvement (RSI) Lab
The Next Paradigm of Artificial Intelligence As the world enters the era of artificial intelligence, Japan has a unique opportunity to reclaim its position at the frontier of global innovation. However, to achieve global leadership in AI and scientific discovery, we cannot simply stick to the conventional approach of brute-forcing monolithic models. We must leapfrog the current paradigm.
Genomic-Adjusted Radiation Dose from Bulk RNA Sequencing for Personalized Radiotherapy
Radiotherapy is delivered to more than half of all patients with cancer yet is prescribed using uniform physical doses despite well-established interpatient variability in biological response. The genomic-adjusted radiation dose (GARD), derived from the radiosensitivity index (RSI), integrates tumor transcriptomics with radiation dose to estimate patient-specific treatment effect, and has been clinically validated as a predictor of radiotherapy benefit across diverse disease sites, including...
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AI is designing OpenAI's next model in a sign of 'super intelligence': SoftBank's Masayoshi Son to CNBC
OpenAI's next model is being designed by another model in a sign that AI is reaching "super intelligence," SoftBank CEO Masayoshi Son told CNBC. The billionaire's comments come amid a warning from Anthropic that AI development may need to be slowed down to deal with the implications of the rapid pace of improvement. Son runs SoftBank, one of the world's biggest tech investors and one of the largest OpenAI shareholders.
AI Model Extraction Attacks: Bypassing Single-Client Assumptions in Defenses
Announce Type: new Abstract: Ensuring the protection of Artificial Intelligence (AI) models deployed in military Command and Control (C2) systems and critical infrastructure is essential for maintaining information superiority. Model Extraction Attacks (MEAs) pose a significant threat, as they enable adversaries to replicate proprietary models, compromise protected information, and prepare offline adversarial attacks. However, current defense strategies predominantly rely on the Single...