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ChatGPTClaudePerplexity

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Field notes.

Issue 44 · May 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 read

Mercor Breach and Claude Mythos Access

Discover why Anthropic confirmed Claude Mythos was accessed through the Mercor data breach, what that signal means, and what to watch next. Read on.

RephraseMay 23, 2026Read the essay →
Recently  ·  May 2026
  1. № 02

    Why Agents Need Reasoning Reuse

    Learn why reasoning reuse beats bigger context for multi-turn agents, and how preserve_thinking reduces drift, cost, and repeated mistakes. Read on.

    prompt engineering
    RephraseMay 23, 2026  ·  7 min read
  2. № 03

    Why 1M Context Still Breaks

    Discover how Opus 4.7, DeepSeek V4, and Qwen 3.6 Plus handle 1M-token recall, and where long-context memory still fails. See examples inside.

    ai tools
    RephraseMay 23, 2026  ·  8 min read
  3. № 04

    What Mythos Solving 32 Steps Really Means

    Discover what Mythos solving a 32-step cyber range actually signals for AI security, agent design, and risk. See the bigger picture inside.

    ai news
    RephraseMay 22, 2026  ·  8 min read
  4. № 05

    Which Coding Benchmark Predicts Production?

    Discover whether SWE-Bench Pro, Terminal-Bench 2.0, or SciCode best predicts production quality for coding agents. Read the full guide.

    ai tools
    RephraseMay 22, 2026  ·  8 min read
  5. № 06

    Why Anthropic Holds Mythos Back

    Discover why Anthropic withholds Mythos while OpenAI ships widely, and what this split reveals about AI risk, product strategy, and trust. Try free.

    ai tools
    RephraseMay 22, 2026  ·  7 min read
  6. № 07

    Why China's AI Stack Is Splitting

    Discover how Alibaba and Moonshot are dividing China's AI stack between closed flagships and open mids, and what that means for builders. Read on.

    ai tools
    RephraseMay 22, 2026  ·  7 min read
  7. № 08

    Why Qwen3.6-27B Beat a 397B MoE

    Discover why Qwen3.6-27B beats a 397B MoE: better architecture, inference efficiency, and open-weight utility. Read the full guide.

    ai news
    RephraseMay 22, 2026  ·  7 min read
  8. № 09

    Why the Qwen Benchmark Story Breaks

    Learn how to read AI benchmark claims critically when Qwen, Claude, and GPT trade wins across tasks. See what the scores miss. Read the full guide.

    ai tools
    RephraseMay 21, 2026  ·  8 min read
  9. № 10

    How MCP Scaled Gemini Deep Research

    Learn how MCP turned Gemini Deep Research from a smart agent into an enterprise pipeline with orchestration, governance, and scale. Try free.

    prompt engineering
    RephraseMay 21, 2026  ·  8 min read
  10. № 11

    How to Control Claude Agent Reasoning Spend

    Learn how to use Claude task budgets and xhigh effort to control reasoning spend in long-running agents without crushing quality. Try free.

    prompt tips
    RephraseMay 21, 2026  ·  8 min read
  11. № 12

    What Glasswing Means for AI Builders

    Learn what Project Glasswing and Anthropic's Cyber Verification Program signal for builders, product teams, and AI agents. Read the full guide.

    ai news
    RephraseMay 21, 2026  ·  7 min read
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