DreyX Originals

Original DreyX articles on AI models, agents, research, and industry moves. Newest first.

  1. Russian neural net BERTUNet sharpens Arctic storm forecasts where global models smooth them out

    BERTUNet, built by Shirshov, MIPT, Skoltech and AIRI, penalizes global weather models for averaging away the small vortices that cause polar cyclones and the Novaya Zemlya bora.

  2. Memento is the best mental model we have for LLM agents

    Christopher Nolan's 2000 thriller about a man without short-term memory turns out to describe the architecture of every modern AI agent: frozen weights, vanishing context windows, and the tattoos, Polaroids, and notes they have to invent to

  3. Claude Code migrated 200K lines of JavaScript to strict TypeScript in six weeks — here's the playbook

    One Node.js team handed a 200,000-line monolith to Claude Code with a strict CLAUDE.md, leaf-first batching, and tight prompt patterns. The result: full strict TypeScript in six weeks, real null bugs caught in production, zero blanket any.

  4. GPT-5.6 iris-alpha surfaces in OpenAI Codex backend logs hinting at a 1.5M token context window

    OpenAI Codex backend logs reveal GPT-5.6 iris-alpha with a 1.5M token context window and direct UI generation via Lumen Notes.

  5. Codex Self-Distillation prompt goes viral inside OpenAI, turning chat history into reusable Skills and Subagents

    A viral OpenAI prompt called Codex Self-Distillation turns your chat history into reusable Skills, Subagents, and Automations.

  6. Honda Sony Fanuc and 27 other Japanese giants prepare to invest in SoftBank OpenAI SB OAI Japan joint venture

    What is happening Around 30 of Japan's largest companies, spanning chemicals, robotics, automotive, and electronics, are preparing to invest in SB OAI Japan , the 50 50 joint venture between…

  7. 30 Japanese industrial giants line up to invest in SoftBank and OpenAI SB OAI Japan joint venture

    Honda, Sony, Fanuc and 27 other Japanese giants are taking equity in SB OAI Japan, the SoftBank-OpenAI joint venture delivering Cristal Intelligence.

  8. Anthropic ships AI Fluency scorecard to measure how well teams actually use Claude

    What Anthropic just shipped Anthropic released an AI Fluency scorecard , a structured assessment framework that measures how effectively individual employees and entire teams are actually using…

  9. GPT-5.6 iris-alpha leak points to a 1.5M token context window and AI-generated UI

    Leaked OpenAI Codex logs reveal GPT-5.6 iris-alpha with a 1.5M token context window and direct UI generation via Lumen Notes.