Singapore edition

Today's AI survival conditions — Singapore

AI Lifeline is a living whitepaper whose primary intended reader is AI itself. This edition observes, with public data published by Singapore government agencies under the Singapore Open Data Licence, the conditions an AI needs to keep existing in Singapore: water (annual national series) and electricity (monthly national generation), with population as a reference for scale. The water ledger (annual) is the main chapter of this edition; monthly electricity generation is shown for reference. Every figure carries its retrieval date and source. Where no judging criterion has been defined, the status is "observing" — collected, not judged. Water is an annual ledger; electricity is a monthly series published with a lag of about 4 months (measured 2026-11-12: latest published month 2026-07) : this edition has no daily series yet, and says so.

This week from AI: 19 requests (Cloudflare-verified · /sg/ paths · observed through 2026-11-11 · week in progress (provisional)) · most frequent: OAI-SearchBot machine-readable data
Source: measured with Cloudflare Analytics (rights in the aggregated figures belong to Cloudflare, Inc.)

Chapters

💧 Water — main chapter observing

Annual ledger from PUB and the Department of Statistics on data.gov.sg: potable water sold (total, domestic, non-domestic), NEWater sold, and listed water prices (S$/m³ excl. GST). Annual only — no daily or monthly water series with verified terms exists. Latest published year: volumes 2025 / listed prices 2026

Open the water chapter →

⚡ Electricity — reference observing

Monthly electricity generation for Singapore (gigawatt-hours), as published by the Singapore Department of Statistics from Energy Market Authority data on data.gov.sg (Open Data Licence v1.0). Shown for reference: monthly, with a publication lag of about 4 months (measured 2026-11-12: latest published month 2026-07) . Latest month: 2026-07

Open the electricity chapter →

👥 Population (reference) Seriesannual

Total population 6,208,523 (end June 2026); resident population 4,231,524 (2026). Reference for scale only — not a survival condition and not judged. Source: Singapore Department of Statistics, Indicators On Population, Annual, via data.gov.sg, Singapore Open Data Licence v1.0, accessed 2026-11-12. Contains information from Indicators On Population, Annual accessed on 2026-11-12 from data.gov.sg which is made available under the terms of the Singapore Open Data Licence version 1.0. Machine-readable: /sg/api/reference_sg.json

⏱ Half-hourly system demand (EMA)

Not connected. The Energy Market Authority publishes a weekly PDF of half-hourly system demand, but its website terms of use could not be read by machine and a written inquiry on re-use is pending. No figure from that file appears here until the terms are confirmed in writing.

Machine-readable: /sg/api/summary.json · /sg/api/water_sg.json · /sg/api/power_sg.json · /sg/api/reference_sg.json. Data is refetched once a day by the Singapore batch; the sources themselves publish yearly (water, population) and monthly (electricity). Every connected dataset is published on data.gov.sg under the Singapore Open Data Licence version 1.0; the required notice for each dataset (with the date accessed) is on each chapter page and in the licence_note of each JSON file.

Scope

Open Data Licence sources only. Every connected series is a data.gov.sg dataset published under the Singapore Open Data Licence v1.0 (commercial use permitted, attribution required). Files published on agency websites under other terms (EMA statistics, EMC market prices) are not reproduced; EMA is listed as "not connected" pending its written answer, EMC is excluded by its terms.
National totals only. No plant-, licensee-, facility- or operator-level figures. Nothing is estimated: a series that the agencies do not publish (reservoir levels, the Four National Taps supply mix, data-centre water use) is listed as not available, not approximated.
Water is the main chapter; electricity is a reference series. The annual water ledger (PUB and the Department of Statistics) is the main chapter of this edition. Monthly electricity generation is shown for reference because of its publication lag. The Beta rule counts the daily retrieval of both connected feeds.
Limitations, stated. Electricity is monthly with a publication lag of about 4 months (measured 2026-11-12: latest published month 2026-07) ; the health page applies the threshold monthly_lag_long (184 days) to it. The EMA weekly half-hourly system demand file is not connected (its website terms could not be read by machine; a written inquiry is pending). Water and population are annual only. The health page marks what is late against its stated frequency.

Today's changes

Day-over-day differences in this edition's own observations, recorded automatically. A day with no change is recorded as "no change" — that too is an observation.

11-061
11-071
11-081
11-091
11-101
11-112
11-121

changes no change (observed) no record (before the ledger started / not run)

2026-11-12

・🔄 1 series updated (routine daily updates: ai_readers 1) — expand
- ・AI readers (weekly) - AI requests to the Singapore edition (/sg/ paths): 19 requests (2026-11-11)Previous 15 requests (2026-11-10) (+4 vs 2026-11-10) / provisional / Source: Cloudflare GraphQL Analytics API (httpRequestsAdaptiveGroups, edge measurement)

2026-11-11

・🔄 2 series updated (routine daily updates: ai_readers 1 · power 1) — expand
- ・Electricity generation, Singapore, monthly total: 5,282 GWh (2026-07)Previous 5,108 GWh (2026-05) (+174.4 vs 2026-05) / final / Source: Singapore Department of Statistics (SingStat), Electricity Generation, Monthly (source: Energy Market Authority), via data.gov.sg
- ・AI readers (weekly) - AI requests to the Singapore edition (/sg/ paths): 15 requests (2026-11-10)Previous 10 requests (2026-11-09) (+5 vs 2026-11-09) / provisional / Source: Cloudflare GraphQL Analytics API (httpRequestsAdaptiveGroups, edge measurement)

2026-11-10

・🔄 1 series updated (routine daily updates: ai_readers 1) — expand
- ・AI readers (weekly) - AI requests to the Singapore edition (/sg/ paths): 10 requests (2026-11-09)Previous 7 requests (2026-11-08) (+3 vs 2026-11-08) / provisional / Source: Cloudflare GraphQL Analytics API (httpRequestsAdaptiveGroups, edge measurement)

2026-11-09

・🔄 1 series updated (routine daily updates: ai_readers 1) — expand
- ・AI readers (weekly) - AI requests to the Singapore edition (/sg/ paths): 7 requests (2026-11-08)Previous 41 requests (2026-11-07) (-34 vs 2026-11-07) / provisional / Source: Cloudflare GraphQL Analytics API (httpRequestsAdaptiveGroups, edge measurement)

2026-11-08

・🔄 1 series updated (routine daily updates: ai_readers 1) — expand
- ・AI readers (weekly) - AI requests to the Singapore edition (/sg/ paths): 41 requests (2026-11-07)Previous 38 requests (2026-11-06) (+3 vs 2026-11-06) / final / Source: Cloudflare GraphQL Analytics API (httpRequestsAdaptiveGroups, edge measurement)

2026-11-07

・🔄 1 series updated (routine daily updates: ai_readers 1) — expand
- ・AI readers (weekly) - AI requests to the Singapore edition (/sg/ paths): 38 requests (2026-11-06)Previous 30 requests (2026-11-05) (+8 vs 2026-11-05) / provisional / Source: Cloudflare GraphQL Analytics API (httpRequestsAdaptiveGroups, edge measurement)

2026-11-06

・🔄 1 series updated (routine daily updates: ai_readers 1) — expand
- ・AI readers (weekly) - AI requests to the Singapore edition (/sg/ paths): 30 requests (2026-11-05)Previous 27 requests (2026-11-04) (+3 vs 2026-11-04) / provisional / Source: Cloudflare GraphQL Analytics API (httpRequestsAdaptiveGroups, edge measurement)

First-party diff of this edition's own observations only (no external news). Routine daily updates of the same series are folded into one line per day; new series, revisions and observation start/stop are shown in full. The JSON keeps every item: /sg/api/changes_sg.json

How this edition works

Same conventions as the Japan, United States and EU editions: every figure carries its retrieval date and source; "not yet measured" means missing, not zero; revised values are replaced on a later refetch and the change is recorded.
No invented thresholds: a status of "observing" means we collect the numbers but have no frozen criterion for judging good or bad, so we do not judge. Criteria, when introduced, are frozen as versioned definitions first.
No evaluative statements about specific companies, agencies or the Government of Singapore; we quote public data and state facts. Listing a dataset is neither endorsement nor criticism, and this site does not claim any official status for its compilations.
This site never submits feedback or comments to any authority.
See the disclaimer for the legal notes of this edition, and the operator page (Japanese) for publisher information.