Singapore: The Improbable Nation

Credits

Reading the archive is always free. Credits are only needed for the AI chat function.

Every day, 50 free chat queries are available to all visitors — first come, first served. Credits unlock unlimited access beyond that daily limit.

Why is the chat charged?

Every chat query searches the multi-million-word knowledge base and generates a synthesised answer using a live AI model (Claude by Anthropic). Each query incurs a real API cost — we charge a small credit fee to cover those costs and keep the service running. Browsing, reading, and searching the archive will always be free. The daily free allowance is capped site-wide to control costs; credits remove that cap for serious researchers.

Query types

Quick1 credit

Model: Haiku

Fast factual answers. Ideal for dates, names, brief summaries.

Standard3 credits

Model: Sonnet

Analytical responses with full context. The default query type.

Deep5 credits

Model: Sonnet (extended)

Comprehensive synthesis across multiple documents and themes.

Credit Packs

Credits expire 6 months from purchase. All prices in USD.

Starter

Try it out

$3USD

100 credits

  • ~100 Quick queries
  • ~33 Standard queries
  • ~20 Deep queries

Buy multiple times to stack credits

Explorer

Most flexible

$12USD

500 credits

  • ~500 Quick queries
  • ~167 Standard queries
  • ~100 Deep queries

Buy multiple times to stack credits

Most popular

Researcher

Most popular

$32USD

1,500 credits

  • ~1,500 Quick queries
  • ~500 Standard queries
  • ~300 Deep queries

Buy multiple times to stack credits

Scholar

Best value

$99USD

5,000 credits

  • ~5,000 Quick queries
  • ~1,667 Standard queries
  • ~1,000 Deep queries

Buy multiple times to stack credits

Credits expire 6 months from purchase · Non-refundable · FIFO consumption

Not ready to buy credits?

You can still use the 50 free daily queries, read every document in the archive for free, or watch the video series on YouTube — no credits, no account needed.

Spotted an error? This archive is AI-generated research and may contain factual mistakes. We welcome corrections, wiki-style — email haojun@ontheground.agency with the page URL and the issue. Haojun takes personal responsibility for reviewing every piece of feedback and using it to fix the website.