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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

ChatGPT Gets Ads, Google Gets Personal, and AWS Turns Agents Into Deployable Software

OpenAI tests ads, Google wires Gemini into your apps, and AWS shows what "production agents" really look like.

RephraseJan 17, 2026Read the essay →
Recently  ·  July 2026
  1. № 02

    Amazon's Bedrock push is getting real: multimodal search, agent tuning, and log triage at scale

    AWS and Hugging Face just dropped practical blueprints for multimodal retrieval, agent tuning, and VLM OCR-plus a reminder that "AI ops" is the real battleground.

    AI News
    RephraseJan 17, 2026  ·  6 min
  2. № 03

    Faster models, cheaper context, and search without OCR: AI's "latency war" just escalated

    This week's AI news is all about cutting latency and cost-without giving up capability, from KV-cache pruning to OCR-free document retrieval.

    AI News
    RephraseJan 17, 2026  ·  6 min
  3. № 04

    Google Wants Agents to Shop, Claude Wants Your Files, and Video AI Just Got Harder to Spot

    This week's AI news is about control-over pixels, folders, purchases, and latency.

    AI News
    RephraseJan 15, 2026  ·  6 min
  4. № 05

    Memory Is the New MoE: Agents, Observability, and OpenAI's Rumored Hardware Push

    This week's AI news points to a shift: better memory for agents, better tooling to watch them, and hints that AI is headed into devices and health.

    AI News
    RephraseJan 15, 2026  ·  6 min
  5. № 06

    AWS Is Turning Agents Into Infrastructure - and the Rest of Us Need to Catch Up on Safety

    This week's AI news is about standardizing agents, scaling training, locking down inference, and finally taking multi-turn safety seriously.

    AI News
    RephraseJan 15, 2026  ·  6 min
  6. № 07

    AI Gets Practical: Cheaper RAG, Faster Small Models, and Healthcare Fine-Tunes That Actually Ship

    This week's AI news is less hype, more plumbing: cost-cutting RAG tricks, small-model speedups, and a real clinical fine-tune workflow.

    AI News
    RephraseJan 15, 2026  ·  6 min
  7. № 08

    AI Is Getting Better at 'Near-Misses'-and That's the Real Breakthrough

    From image edits to crash risk to rainfall forecasts, the newest AI work is about learning from signals that happen before disasters.

    AI News
    RephraseJan 15, 2026  ·  5 min
  8. № 09

    Tiny embeddings, terminal agents, and a sleep model that predicts 130+ diseases

    This week's AI stories rhyme: compress the models, harden the pipelines, and standardize how agents talk and act.

    AI News
    RephraseJan 12, 2026  ·  6 min
  9. № 10

    OpenAI Goes to the Hospital - and to the Power Plant

    This week's AI news is about deployment: healthcare copilots, gigawatt data centers, and agents that finally respect your codebase.

    AI News
    RephraseJan 10, 2026  ·  6 min
  10. № 11

    AWS's latest AI playbook: multimodal search, cheaper inference, and systems that self-tune in production

    This week's AWS AI stories are less about flashy models and more about operational advantage: multimodal vectors, quantized inference, and feedback-driven tuning.

    AI News
    RephraseJan 10, 2026  ·  6 min
  11. № 12

    AI Is Leaving the Lab: Benchmarks That Run Apps, Data That Actually Generalizes, and Guardrails That Redact

    This week's AI news is all about getting serious: real app benchmarks, smarter VLM data strategy, and production-grade PII redaction pipelines.

    AI News
    RephraseJan 10, 2026  ·  6 min
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