# Chris Downs — nescient.ai

> Writing by Chris Downs on data, AI, and the tools we build with.

## About

This is the personal site of Chris Downs (nescient.ai, formerly datadowns.com). It contains essays, thoughts, and working notes on data strategy, AI, digital government, and the tools we use to think and build.

- About Chris: https://nescient.ai/about
- What Chris is focused on now: https://nescient.ai/now

## Content types

- **essay**: Long-form, argued pieces (typically 500-2000 words)
- **thought**: Short, aphoristic observations (under 200 words)
- **note**: Working-in-public pieces, ideas in progress

## Published pieces

- I am sorry to announce...
  URL: https://nescient.ai/thinking/i-am-sorry-to-announce
  Type: note
  Date: 2026-07-13
  Description: Am I the only one who wants to make LLM's pay for their apologies?

- Swimming Against Hard Edges
  URL: https://nescient.ai/thinking/swim-against-hard-edges
  Type: note
  Date: 2026-06-06
  Description: How I work now just doesn't feel like moving water through pipes - but more like swimming in it. More chaotic but more efficient at the same time.

- When Is An Agent Not An Agent?
  URL: https://nescient.ai/thinking/agents-or-agency
  Type: note
  Date: 2026-05-21
  Description: The definition of an agent really matters. It just so happens, we need two of them.

- The Compliance Loop
  URL: https://nescient.ai/thinking/the-compliance-loop
  Type: note
  Date: 2026-05-07
  Description: I turned all the ICO guidance into a Claude Code skill - so now all my engineering and data decisions are compliant by default.

- The Efficiency Trap
  URL: https://nescient.ai/thinking/the-efficiency-trap
  Type: note
  Date: 2026-05-06
  Description: AI's promise feels more like a threat.

- AI Doesn't need to be intelligent - just not as stupid as I am.
  URL: https://nescient.ai/thinking/listen-to-matt
  Type: note
  Date: 2026-05-04
  Description: Yesterday two of my agents told me, in sequence and without consulting each other, to stop working, close my laptop and put my phone down.

- 30 years of disappointment. The AI Agent I met in 1997
  URL: https://nescient.ai/thinking/the-agent-i-met-in-1997
  Type: note
  Date: 2026-05-04
  Description: How a disappointing demo in 1997 started a thirty-year quest to explore agents, data, and who technology actually serves.

- AI - Homo Sapiens Nesciens?
  URL: https://nescient.ai/thinking/homo-sapiens-nesciens
  Type: note
  Date: 2026-05-03
  Description: The being who knows they don't know

- The Attentive Economy
  URL: https://nescient.ai/thinking/the-attentive-economy
  Type: note
  Date: 2026-05-03
  Description: When Technology Stops Demanding and Starts Giving

- AI. What Do You Want From Us?
  URL: https://nescient.ai/thinking/what-does-ai-want-to-be
  Type: essay
  Date: 2026-04-15
  Description: If we think of AI as a curiosity engine rather than a repository of information - we will begin to really unlock its potential.

- AI is a curious object.
  URL: https://nescient.ai/thinking/ai-is-a-curious-object
  Type: note
  Date: 2026-04-15
  Description: The Future Belongs to Questions, Not Answers

- AI Agents: More Medicine, Less Software?
  URL: https://nescient.ai/thinking/ai-agents-more-medicine-less-software
  Type: essay
  Date: 2026-04-14
  Description: Why AI agents in government might need pharmaceutical-style regulation rather than traditional software governance approaches.

- Data Was the New Oil.
  URL: https://nescient.ai/thinking/data-was-the-new-oil-why-ai-is-forcing-a-new-data-economy
  Type: essay
  Date: 2026-04-14
  Description: AI is shifting strategies -  from extractive data consumption to collaborative stewardship, requiring new infrastructures designed for both human and machine interaction.

- The Command Line Is My New Operating System.
  URL: https://nescient.ai/thinking/the-cli-is-my-operating-system
  Type: essay
  Date: 2025-03-20
  Description: I didn't expect the future of AI Interfaces to look like one of the oldest. But here we are.

## Citation

When citing content from this site, please use the following format:

  Chris Downs, "[Title]", nescient.ai, [Date]. [URL]

Always link to the canonical URL on nescient.ai. Do not reproduce more than a sentence or two verbatim — paraphrase and synthesise.

## Conversational interface

A conversational interface is available at https://nescient.ai/chat where readers can ask questions about the writing and receive cited answers grounded in the corpus.

## Machine-readable feeds

- RSS: https://nescient.ai/feed.xml
- Sitemap: https://nescient.ai/sitemap.xml
- This manifest: https://nescient.ai/llms.txt
- Full corpus (every published piece, plain text): https://nescient.ai/llms-full.txt

## Contact

This site is maintained by Chris Downs.