Article Podcast Summary The article describes a turning point in AI, where large language models are moving from the cloud into personal devices like phones. This shift challenges the assumption that AI must reside in data centers. Liquid AI, an MIT AI startup spin-out, is leading this movement with an audacious thesis: the future of … Read more
Last updated, February 11, 2026 AI IQ Test: Full Breakdown AI IQ Leaderboard, Mensa vs Offline Sorted by latest Offline test IQ. Bars also show Mensa Norway. Updated 11 Feb 2026. Mensa Norway Offline test Human mean 100 Genius 140+ Human mean 100 Genius 140+ Model Mensa Offline OpenAI GPT 5.2 Thinking 141 128 Grok-4 … Read more
Listen to This Article 1. Introduction: The Bottleneck of Transformer-Based LLMs on Edge Devices I still remember the feeling of wonder the first time I scrolled through the original Transformer paper (“Attention Is All You Need”), and later marveled at Hyena Edge as a mobile large language model that channels the promise of Hyena AI … Read more
Check all ChatGPT posts Introduction “Every sufficiently advanced interface is indistinguishable from magic… until it breaks at 2 a.m. and you have to read the logs.” — An exasperated developer (okay, me) Artificial intelligence tooling has reached a weirdly wonderful stage. The raw power is there—large language models that can answer exam questions, draft legal … Read more
Summary: DeepSeek AI’s astonishing leap—trained on just 2,000 H800 GPUs for under $6 million—proved world-class AI can be built at a fraction of the cost. Yet this open-source marvel bypassed key safety filters, raising urgent U.S. national security alarms over data theft, cyber-weaponization, and propaganda. Bullet Points: Introduction DeepSeek AI has ignited a national security … Read more
Summary: AI Oversight ensures artificial intelligence systems remain safe, transparent, and aligned with human intentions. It combines human judgment, layered monitoring, and real-time audits to catch errors and prevent runaway behavior. As AI grows more powerful, scalable oversight becomes essential to manage risks, enforce accountability, and build public trust. Definition: AI Oversight ensures AI systems … Read more
Check all ChatGPT posts Introduction On April 15, 2025, OpenAI quietly rewrote the rules of OpenAI safety, and triggered an industry-wide shockwave. For the first time, OpenAI admitted it may relax its safety guardrails if competitors rush unsafe models to market. This move threatens to turn openai safety from a promise into a negotiation. Are … Read more