Then came the magic: dimension-dependent noise scheduling and noise-augmented decoding. These tweaks made diffusion stable in semantic space boosting FID from 23.08 → 4.28. RAE models now converge 47× faster than SiT or REPA.
SAFETY
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Generative AI Transforms Engineering and R&D Innovation
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Generative AI is transforming engineering and R&D by enabling automation, intelligent decision-making, and ethical innovation across domains, driving a new phase of productivity, safety, and creativity for organizations that embrace its potential. @NasscomR via @antgrasso
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Claude’s Skills Transform AI into Specialists
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Skills turn Claude from a generalist into a specialist instantly. You’re not prompting an assistant anymore. You’re deploying experts. Full details on the Anthropic blog: https://
anthropic.com/news/skills -
Anthropic’s Claude gains custom skills
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🚨 BREAKING: Anthropic just launched Agent Skills and it’s quietly the biggest Claude update yet.
— God of Prompt (@godofprompt) 17 octobre 2025
Claude can now load custom skills little folders packed with instructions, scripts, and resources that make it a specialist on demand.
Think:
→ a “Spreadsheet Expert” skill for… pic.twitter.com/SZHU5hNfzyBREAKING: Anthropic just launched Agent Skills and it’s quietly the biggest Claude update yet. Claude can now load custom skills little folders packed with instructions, scripts, and resources that make it a specialist on demand. Think: → a “Spreadsheet Expert” skill for
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Agentic Entropy-Balanced Policy Optimization Framework
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Agentic Entropy-Balanced Policy Optimization
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Meta Reveals RL Scaling Challenges
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Today, everyone talks about scaling models. But Meta just proved we’ve been ignoring the harder problem scaling reinforcement learning compute. Turns out, most RL methods don’t scale like pretraining. They plateau early burning millions in compute for almost no gain. ScaleRL
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ESG 2026: Data-Driven Accountability Replaces Greenwashing
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5 ESG Trends That Will Shape Business in 2026 #ESG faces a critical turning point in 2026 as political resistance collides with stricter #regulations, forcing companies to replace greenwashing with data-driven #accountability. From #AI #ethics integration to circular economy
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RiskPO: Risk-Based Policy Optimization for LLM Post-Training
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#PapersAccepted by Jiqizhixin
Our report: https://
mp.weixin.qq.com/s/9TbUIT6ed_wO
viVU0GuLqg
… RiskPO: Risk-based Policy Optimization via Verifiable Reward for LLM Post-Training Peking University
Paper: https://
arxiv.org/abs/2510.00911
v1
…
Code: https://
github.com/RTkenny/RiskPO -
Social Engineering Malware and AI Cybersecurity Future
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Social engineering, malware and future of cybersecurity in AI https://
search.app/fZkqw #SocialEngineering #CyberSecurity #AI #artificial_intelligence @SpirosMargaris @PawlowskiMario @mvollmer1 @gvalan @ipfconline1 @LaurentAlaus @Shi4Tech @Fisher85M @kalydeoo @Ym78200
