Skip to content
Luminesca.
The reading room · 22 articles

Analysis.

Take a closer look at technology, energy, policy and a changing world. Long-form explainers, with references to follow.

Browse analysis

22 articles to explore

Policy01

AI regulation: identify the rule that applies to your use

Start with the jurisdiction, the system and your role. Binding rules, implementation dates and voluntary guidance are different things; a country-wide slogan is not a compliance answer.

Updated 2026-10-11 · Practical guide
Technology02

How to compare AI models with a reproducible task worksheet

Turn broad model claims into a test you can repeat: specify the version, use a fixed task set, define acceptance and record failures alongside cost.

Updated 2026-10-10 · Practical guide
Energy03

Offshore wind: compare project readiness and output separately

Use dated capacity evidence, operating milestones and a worked output calculation without assuming every announced project will deliver.

Updated 2026-10-10 · Practical guide
Energy04

Hydrogen projects: compare readiness and delivered cost

Separate announcements from operating output, then build a transparent delivered-cost worksheet instead of relying on a universal “green hydrogen” price.

Updated 2026-10-10 · Practical guide
Energy05

Grid batteries: separate growth, power and useful duration

Read the IEA’s 2025 additions correctly and compare a storage proposal with a power-and-energy worksheet.

Updated 2026-10-11 · Practical guide
Policy06

A practical worksheet for a data privacy request

Identify the service, information, request and applicable authority without assuming every privacy law grants identical rights.

Updated 2026-10-10 · Practical guide
Climate & resilience07

Plan a neighbourhood cooling measure that you can evaluate

Compare shade, vegetation and roof measures using the same location, time and measurement boundary.

Updated 2026-10-10 · Practical guide
Climate & resilience08

Compare home insurance renewals without losing the coverage boundary

A practical renewal worksheet separates premium changes, deductibles, exclusions and historical climate-risk evidence.

Updated 2026-10-11 · Practical guide
Technology09

Plan passkey sign-in and recovery before removing a fallback

A migration worksheet distinguishes synced and device-bound passkeys, compatible sign-in paths and account recovery.

Updated 2026-10-10 · Practical guide
Technology10

Size a local language model without guessing its real memory use

Estimate weight storage, then measure the runtime, context, latency and data paths on your target device.

Updated 2026-10-10 · Practical guide
Climate & resilience11

A 100-year flood is a probability, not a schedule

Calculate the chance of at least one event over a planning period, with the constant-risk assumptions stated explicitly.

Updated 2026-10-10 · Practical guide
Technology12

AI inference cost: calculate the price of an accepted result

Read the historical 2025 AI Index comparison correctly, then calculate a task’s token bill and cost per accepted output using your own inputs.

Updated 2026-10-10 · Practical guide
Climate & resilience13

Read a coastal flood projection before using it for a property

Separate regional sea-level scenarios, local land elevation, tidal flooding and planning decisions with a location-specific worksheet.

Updated 2026-10-10 · Practical guide
Energy14

US grid queues: read proposed capacity without counting it as supply

Use Berkeley Lab’s 2026 Queued Up snapshot correctly, distinguish queue milestones and avoid double counting hybrid generation and storage projects.

Updated 2026-10-10 · Practical guide
Technology15

AI infrastructure water use: read the boundary before the number

A corrected IEA forecast, a unit-conversion example and a practical checklist for comparing cooling, electricity-supply and chip-manufacturing water use.

Updated 2026-10-10 · Practical guide
Energy16

Compare heat-pump running costs with explicit assumptions

Use heat demand, seasonal efficiency and your tariff to compare energy charges; keep installation and comfort requirements separate.

Updated 2026-10-10 · Practical guide
Energy17

Grid expansion: compare a new line with an upgrade on the same terms

A project worksheet distinguishes transmission, connection queues and operational upgrades without promising universal costs or delivery dates.

Updated 2026-10-10 · Practical guide
Technology18

AI market data: distinguish investment, adoption and power demand

A source worksheet keeps a survey result, financial total and electricity forecast from becoming one invented market-size number.

Updated 2026-10-10 · Practical guide
Technology19

Web performance: a measured Luminesca repair and release checklist

What our October 9 checks actually showed: clearer tool controls, responsive covers, versioned resources and a consent-aware network check. Includes dated measurements, limits and a reusable verification sheet.

Updated 2026-10-10 · 1,063 words
Policy20

Reading an AI safety report: capability, access and test conditions

A source-based guide to reading the September 2026 Astra assessment and AISI incident report, with a deployment-control worksheet.

Updated 2026-10-10 · Practical guide
Technology21

Reading AI company finances: revenue, profit and commitments

Separate financial measures and contract options, using a dated infrastructure disclosure and hypothetical calculations.

Updated 2026-10-10 · Practical guide
Technology22

Stripe and OpenRouter: separate an acquisition agreement from its price

Read the August 2026 announcement with its limits, then review routing, billing and portability requirements for a model gateway.

Updated 2026-10-10 · Practical guide

How to read this collection

We use AI tools for drafting and editing alongside programmatic source checks; this is not a per-article human fact-checking desk, and we do not publish market-moving claims that rest on a single unverified report. Where a figure is preliminary or company-reported, the article says so.

For sourcing and corrections, visit our editorial standards. Dates come from the article metadata. Word counts cover reading-body prose, including source and FAQ text where present, excluding illustrations and related-link panels. These are reading aids, not a factual-review certificate or an AdSense threshold.