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Field notes.

Issue 51 · July 2026Prompt engineering, quietly

Writing about the craft of prompting, the shape of agents, and the small engineering decisions that make models useful in real work.

№ 01 · FeaturedAI News6 min

OpenAI's Prompt Packs vs. Hugging Face Quantization: Two Paths to "AI That Actually Ships"

OpenAI leans into standardized workflows while Hugging Face leans into smaller, faster models-and the tension matters.

RephraseJan 04, 2026Read the essay →
Recently  ·  July 2026
  1. № 02

    OpenAI's GPT-5.2-Codex and Google's Flash-Lite signal the real AI race: speed, safety, and startup leverage

    This week's AI news is less about bigger models and more about shipping: coding agents, cheaper inference, provenance tools, and AI that maps Earth.

    AI News
    RephraseJan 04, 2026  ·  6 min
  2. № 03

    Google Ships Cheap, Fast Gemini - While AWS Tries to Standardize Agents

    This week's AI story is about shipping: smaller models, scalable agents, and tools to trust images and medical AI in the real world.

    AI News
    RephraseJan 03, 2026  ·  6 min
  3. № 04

    Gold-Medal Gemini, a "Misaligned Persona" in GPT‑4o, and Why Research Posts Keep Falling Over

    Two big research drops show how fast AI is getting-and how fragile our grip on alignment and distribution still is.

    AI News
    RephraseJan 03, 2026  ·  6 min
  4. № 05

    OpenAI floods the zone: GPT-4.5, o3-mini, and a healthcare push that actually looks real

    OpenAI ships new models, benchmarks, and safety plumbing while Upwork shows how far fine-tuning open models can go in production.

    AI News
    RephraseJan 03, 2026  ·  6 min
  5. № 06

    Prompting Text AI vs Image AI: Totally Different Games

    The fundamental differences between prompts for LLMs and generative AI for images and video.

    Generative AI
    RephraseDec 23, 2025  ·  12 min read
  6. № 07

    Why Your ChatGPT Prompt Sucks in Claude (And Vice Versa)

    Learn why prompts don't transfer well between AI models and how to adapt them for ChatGPT, Claude, and Gemini.

    Comparison
    RephraseDec 24, 2025  ·  10 min read
  7. № 08

    What I Figured Out About Writing Prompts for Google Gemini

    Understanding Gemini's thinking levels, multimodality, and Search Grounding for better prompt results.

    Gemini
    RephraseDec 26, 2025  ·  8 min read
  8. № 09

    What Makes Claude Different (And How to Write Prompts for It)

    Master Claude's literal instruction-following, Extended Thinking, and XML-based prompting style.

    Claude
    RephraseDec 25, 2025  ·  9 min read
  9. № 10

    How I Learned to Write Decent Prompts for ChatGPT

    Practical tips and techniques for crafting effective ChatGPT prompts, based on GPT-5.2 documentation and real experience.

    ChatGPT
    RephraseDec 27, 2025  ·  7 min read
  10. № 11

    Deep research agents get real, robots ship to Spaces, and ChatGPT eyes ads

    This week's AI news is about shipping: research-grade agents in production, robots as apps, and the business model creep toward ads.

    AI News
    RephraseDec 29, 2025  ·  6 min
  11. № 12

    Agents Everywhere, But the Real Story Is the Boring Stuff: Small Models, Simple Regression, and Hybrid Search

    This week's AI news is a reminder that agents need solid plumbing: efficient models, reliable prediction, and databases built for hybrid retrieval.

    AI News
    RephraseDec 29, 2025  ·  6 min
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