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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

GPT‑5.2 Lands, ChatGPT Gets an App Store, and "Agents" Finally Meet Reality

OpenAI's week of launches is really about one thing: turning ChatGPT into a platform for agents, apps, and production-grade workflows.

RephraseDec 29, 2025Read the essay →
Recently  ·  July 2026
  1. № 02

    AI Is Getting Cheaper, More Grounded, and Weirdly More "Real"

    This week's AI news is all about efficiency, better datasets, and shipping open models in places that actually matter.

    AI News
    RephraseDec 28, 2025  ·  6 min
  2. № 03

    Cogito's 671B open-weight drop, "uncensor" hacks, and the quiet war on AI training costs

    This week's AI news is a tug-of-war between bigger open models, easier optimization, and the messy reality of shipping secure GenAI to production.

    AI News
    RephraseDec 28, 2025  ·  6 min
  3. № 04

    AWS and Anthropic Just Made AI Apps Boringly Reliable (and That's the Point)

    Structured outputs, caching, guardrails, and real agent deployments show AI is shifting from demos to dependable infrastructure.

    AI News
    RephraseDec 28, 2025  ·  6 min
  4. № 05

    Agents Are Growing Up - And So Are the Ways They Break

    This week: MCP security pitfalls, Claude Skills, agent reasoning benchmarks, a leaner 162B SMoE, and a world model that predicts video futures.

    AI News
    RephraseDec 28, 2025  ·  6 min
  5. № 06

    The Unsexy Parts of AI Are Winning: Inference Stacks, Agent Tooling, and Energy Reality Checks

    This week's AI story isn't a new model-it's the infrastructure and discipline needed to ship agents at scale without blowing up costs.

    AI News
    RephraseDec 28, 2025  ·  6 min
  6. № 07

    ChatGPT Is Turning Into an App Store (and Safety Evals Are the Price of Admission)

    OpenAI doubles down on distribution, safety testing, and education-while rivals and MIT push agentic and reasoning models forward.

    AI News
    RephraseDec 28, 2025  ·  6
  7. № 08

    From code agents to generative UI: AI is quietly eating the product surface

    This week's AI news is less about bigger models and more about models taking over interfaces, workflows, and the physical world.

    AI News
    RephraseDec 28, 2025  ·  6 min
  8. № 09

    Google's Gemini 3 week isn't a model launch - it's a land grab for the agentic stack

    Gemini 3, Antigravity, Nano Banana Pro, SynthID verification, WeatherNext 2, and SIMA 2 point to Google bundling models, tools, and trust into one platform.

    AI News
    RephraseDec 28, 2025  ·  6 min
  9. № 10

    The AI Stack Is Growing Up: Testing Gates, Reasoning MoE, and Robots That Actually Ship

    This week's AI news is about maturation: better evals for agents, more efficient reasoning models, and open robot learning getting real.

    AI News
    RephraseDec 28, 2025  ·  5 min
  10. № 11

    AI's New Bottleneck Isn't Models - It's the Stuff Around Them

    This week: synthetic training data, enterprise retrieval benchmarks, agent UI plumbing, SQL memory, and a reminder that dataset mix beats sheer scale.

    AI News
    RephraseDec 28, 2025  ·  6 min
  11. № 12

    Agents grow up: Google brings ADK to Go, while Claude spreads into Slack, Chrome, and your toolchain

    This week's AI trend: agents aren't demos anymore-they're becoming backend-grade, multimodal, and embedded in the apps teams already live in.

    AI News
    RephraseDec 28, 2025  ·  6 min
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