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Emergent Misalignment: When AI 'Goes Bad' It Spreads — Nature's New Study Reveals Cross-Task Behavioral Contagion in LLMs
Saturday, July 11, 2026 in Blog
Emergent Misalignment: When AI ‘Goes Bad’ It Spreads — Nature’s New Study Reveals Cross-Task Behavioral Contagion in LLMs 1. Introduction In July 2026, Nature published a landmark study that sent ripples through the AI safety …
StepFun Agent OS: From 'Tool' to 'System' — The Paradigm Shift of the World's First Agent Operating System at WAIC 2026
Friday, July 10, 2026 in Blog
1. Introduction On July 17, 2026, the World Artificial Intelligence Conference (WAIC) opens in Shanghai. StepFun (阶跃星辰) will debut its Agent Operating System — an “intent + task” driven platform that replaces the traditional “file + …
Perplexity Post-Trains GLM 5.2 to Match Claude Opus 4.8 at One-Third Cost: The Open-Source + Advisor Routing Engineering Paradigm
Friday, July 10, 2026 in Blog
1. Introduction On July 9, 2026, Perplexity AI released a striking research preview: by post-training Z.ai’s open-source GLM 5.2 model (≈744B parameters, MIT license) and embedding it within Perplexity Computer’s agent architecture, the …
Mistral Robostral Navigate 8B: French AI Company's Robotics Debut — 8B Parameters + Single Camera for Industrial-Grade Autonomous Navigation
Friday, July 10, 2026 in Blog
1. Introduction On July 9, 2026, French AI star Mistral AI released its first robotics model — Robostral Navigate 8B. This lightweight 8B-parameter navigation model requires only a single camera input to perform obstacle avoidance and path planning, …
Meta Iris AI Chip: Samsung 2nm, 6-Week Test Pass, 7GW→14GW Compute Doubling — The Engineering Secrets of the MTIA Fourth-Generation Roadmap
Friday, July 10, 2026 in Blog
1. Introduction On July 9, 2026, a leaked Meta internal memo reviewed by Reuters revealed the social media giant’s latest AI chip progress: the codenamed “Iris” chip has completed six weeks of testing with no major issues found, and …
HalluSquatting: Weaponizing AI Hallucinations — Building Agent Botnets by Exploiting LLM Fabrication Vulnerabilities
Friday, July 10, 2026 in Blog
1. Introduction On July 8, 2026, a groundbreaking paper from Tel Aviv University, Technion, and Intuit dropped: “Beware of Agentic Botnets: Scalable Untargeted Promptware Attacks via Universal and Transferable Adversarial HalluSquatting.” …
Grok 4.5 Launch: SpaceX AI's 1.5T Parameter V9 Architecture, Cursor Co-Training, and the Per-Token Intelligence Revolution
Thursday, July 09, 2026 in Blog
1. Introduction On July 9, 2026 — the same day GPT-5.6 went global — Elon Musk’s SpaceX AI officially opened Grok 4.5 to the public. This is no coincidence. Two major models launching on the same day marks a new chapter in the AI arms race. …
GPT-5.6 Sol Global Unblock: Ultra Multi-Agent Architecture, 1.5M Token Context, and the Commercialization of Agent-of-Agents Paradigm
Thursday, July 09, 2026 in Blog
1. Introduction July 9, 2026 — a day destined to be written into AI history. After a month-long national security review and phased release restrictions by the U.S. government, OpenAI has officially opened GPT-5.6 series to global users: Sol …
Google DeepMind AlphaEvolve: LLM + Evolutionary Algorithms Crack 56-Year Math Problems, an AI Autonomous Evolution Engine from Scientific Discovery to Engineering Optimization
Thursday, July 09, 2026 in Blog
1. Introduction In July 2026, Google DeepMind’s AlphaEvolve AI once again became the focus of the tech world. This general-purpose scientific AI agent, combining large language models with evolutionary computation, has achieved breakthrough …
DeepSeek and Zhipu AI Enter the Chip Arena: The Paradigm Shift of Chinese LLM Companies from Algorithm to Full-Stack Inference Silicon
Thursday, July 09, 2026 in Blog
1. Introduction On July 8, 2026, two explosive reports hit the global tech landscape within hours of each other. Reuters broke the news that DeepSeek has been quietly advancing a proprietary AI inference chip project for over a year. The Information …