#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
SAFETY
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RiskPO: Risk-Based Policy Optimization for LLM Post-Training
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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 -
No prompt storage or sharing with providers
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we don’t share/ store any prompts nor do any of our providers
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Rubrics: Framework for Structured LLM Evaluation and Dataset Quality
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Rubrics are the framework that make this possible. They connect human insight, LLM evaluation, and measurable outcomes — turning expert judgment into structured, repeatable metrics that drive confidence in every dataset.
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Trusted Scale: Data Quality Through Development Stages
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Our Trusted Scale philosophy designs data quality into every stage of development — balancing two priorities that often appear in tension: Rigorous quality assurance Operational efficiency
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AI Adoption Consequences: From Content Platforms to AI Systems
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first AI came for stackoverflow and i did not speak out due to their unpleasant moderators then AI came for quora and i did not speak out because i never use quora then AI came for Wikipedia and i did not speak out because i did not care then AI came for AI
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Perplexity Comet Automates Coursera Modules with AI Certificates
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This is wild.
— CHOI (@arrakis_ai) 16 octobre 2025
Perplexity Comet just automated multiple browser tabs to complete entire Coursera modules — quizzes, assignments, and all — and walked away with real certificates.
100% AI. No clicks. No humans. 🤯 pic.twitter.com/1O2usbnMC1This is wild. Perplexity Comet just automated multiple browser tabs to complete entire Coursera modules — quizzes, assignments, and all — and walked away with real certificates. 100% AI. No clicks. No humans.
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Google’s Gemini Agent prototype to automate web tasks using Computer User model
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BREAKING 🚨: Google is preparing Gemini Agent prototype to perform your tasks on the web!
— 🚨 AI News | TestingCatalog (@testingcatalog) 15 octobre 2025
It is likely to be powered by the recently released Computer User model and will be able to operate a browser and perform deep research.
With great power comes responsibility 🤖 pic.twitter.com/LcXnphOVELBREAKING : Google is preparing Gemini Agent prototype to perform your tasks on the web! It is likely to be powered by the recently released Computer User model and will be able to operate a browser and perform deep research. With great power comes responsibility
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Instagram Blocks AI-Generated Post Mentioning Chairman Mao
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Instagram would not let me post this. It is not controversial, at least not to me. But the AI generated speaker does mention Chairman Mao and maybe I do not reflect him in the kindest light. pic.twitter.com/999Wd6SQe2
— Bob Gourley – e/acc (@bobgourley) 15 octobre 2025Instagram would not let me post this. It is not controversial, at least not to me. But the AI generated speaker does mention Chairman Mao and maybe I do not reflect him in the kindest light.
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Rapid AI Progress Threatens Mental Stability and Wellbeing
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this much progress is certainly a threat to my mental stability