Sources and notesCog & Cuppa →

The Throwaway Chat That Changed Everything

Cog & Cuppa · Personal Essay · May 2026

15 May 2026 · Read the essay →

The outside claims this piece leans on, and where they come from. Each note says what the source looked at, so you can judge how far it stretches.

  1. AI-powered artefacts with live API calls: 'Claude in Claude' as a working reality

    Anthropic, 'Build and share AI-powered apps with Claude', 25 June 2025

    Anthropic's June 2025 announcement letting Claude artifacts call Claude from inside the app.

  2. Better continuity of care in primary care reduces downstream hospital costs

    Barker I, Steventon A, Deeny SR. Association between continuity of care in general practice and hospital admissions for ambulatory care sensitive conditions. BMJ 2017;356:j84

    Cross-sectional study of 230,472 patients aged 62-82 in England, 2011-13: higher GP continuity was linked to fewer admissions for ambulatory care sensitive conditions.

  3. ChatGPT's image generation has taken a clear step up recently (as of May 2026)

    OpenAI, 'Introducing ChatGPT Images 2.0', 21 April 2026

    OpenAI's announcement of ChatGPT Images 2.0 (21 April 2026), claiming better text rendering and layout control.

  4. Hut 3 translated and analysed decrypted intercepts and turned them into military intelligence; Hut 6 broke the code, Hut 3 made it matter

    Bletchley Park Trust, 'The First Huts': Hut 3 was 'the main reporting section for all Enigma messages from the German Army and Air Force' (1940)

    Bletchley Park Trust account of Hut 3, the WWII section that turned Hut 6's German Army and Air Force Enigma decrypts into intelligence reports.

  5. Simon Sinek's TED talk on Start with Why: people respond to why it matters, not what you tell them or how

    Simon Sinek, 'How great leaders inspire action' (Start with why), TEDxPugetSound, September 2009

    A 2009 TEDx talk by Simon Sinek arguing that organisations inspire people by leading with purpose ('why'); an argument, not a study.

  6. Writing songs in Suno was possible in 2023

    Suno, 'Chirp v1 is now live on Discord' (X post, September 2023); Suno web app launched 20 December 2023

    Suno's song generator was public on Discord from September 2023 (Chirp v1) and as a web app from 20 December 2023.