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How Oracle turns days of work into minutes with ChatGPT and Codex

Across recruiting, engineering, and operations, Oracle turns specialist knowledge into fast, repeatable workflows with ChatGPT Work and Codex.

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Gemma 4 E2B on an AMD MI300X: Which Weight Format Should You Serve?

This article provides a step by step guide to serving ten weight formats of Gemma 4 E2B on one AMD Instinct MI300X through vLLM, with every build timed across a grid of request counts and prompt…

  • fp8 format matches bf16 speed on AMD MI300X, achieving 0.75x for single request
  • Int8 W8A8 format significantly slower, from 0.29x to 0.87x
  • fp8 format has largest deviation from Google's trained weights

Your Agent's Memory Is a Lottery: The Memory-vs-Documentation War of 2026

The hook: a page about everyone you know, refreshed hourly In the first week of October 2026, independent AI safety researcher Karan Joshi did something almost comically simple: he asked Meta's new AI…

  • Meta's Muse unveiled agent memory system in October 2026
  • Critics argue Muse creates dossiers without consent
  • Engineer Kevin Liao proposes documentation over memory

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