Local AI memory guide: which open models fit 24GB to 128GB
We sized Gemma 4, Qwen3.8, gpt-oss and Nemotron from their real download files to show which local AI models fit 24GB, 32GB, 64GB and 128GB laptops.
Models, agents, practical tools and the ideas shaping artificial intelligence.
We sized Gemma 4, Qwen3.8, gpt-oss and Nemotron from their real download files to show which local AI models fit 24GB, 32GB, 64GB and 128GB laptops.
A pledge, a rename, a task force, an FTC probe and NYC bills hit AI in one week. We sorted which ones can actually force AI companies to do anything.
Aleph Alpha shipped Kolibri on Oct 3 under Apache 2.0. We map Origin to Kolibri in three months and tally the two-A100 hardware bar.
David Robinson left OpenAI and wrote that its launch culture is broken. We map his nuclear-plant bar against OpenAI's response and recent safety exits.
OpenAI says its rogue-agent log review costs over $500K a day across ~7,000 GPUs and 50 PB. We map the timeline, do the cost math, and give a plain verdict.
Cloudflare launched Clef and Clef-flash on Workers AI Oct 1: open-weight decision models with vision, Jev-compatible APIs, and clear price and latency math.
Microsoft launched MAI-Transcribe-2-Streaming plus MAI-Voice-2.1 and Flash on Oct 1. Price and latency math for who should pilot voice agents.
OpenAI disrupted a July campaign to extract protected model reasoning, linking a core cluster to Moonshot AI. Timeline, numbers, and what to change.
Google priced Gemini 4 Argon at $2/$10 per 1M tokens, then opened it only to Fairwind cyber defenders. We map access, math the intro cliff, and who should wait.