02 / Research / Journal

Research.

Evidence, useful questions, and practical work.
Analysis and guides across AI, healthcare, consumer products, public services, and the businesses around them.

BROWSE THE COLLECTION
RESEARCH & ANALYSIS / OCTOBER 2026
AI-generated monochrome photograph of a worn laptop and phone in front of server cabinets behind glass.FEATURED / ANALYSIS
Analysis / Technology
7 MIN READ · REVISED 25 OCTOBER 2026

Who actually benefits when AI gets cheaper?

Why cheaper intelligence can widen access without distributing its benefits evenly—and how we could test the difference.

AI-generated monochrome photograph of a disassembled vacuum motor, battery, and parts on a repair bench.
Analysis / Consumer Goods
7 MIN READ · REVISED 25 OCTOBER 2026

Built to last. Priced to throw away.

When parts prices, reliability, and downtime change the case for buying a repairable product.

AI-generated monochrome photograph of a civic service counter with folders waiting at one of three service openings.
Analysis / Government
7 MIN READ · REVISED 25 OCTOBER 2026

Faster paperwork. Same damn queue.

Bottlenecks, repeat work, and changing demand explain why task-level productivity is not the same as better public services.

AI-generated monochrome studio scene with a phone, steel bottle, and product contact sheets.
Guide / Advertising
6 MIN READ · REVISED 24 OCTOBER 2026

Facebook ads in 2026: a practical playbook

A clear plan for creative, measurement, and the money behind a campaign.

AI-generated monochrome research desk with a glass cube, papers, and a magnifying lens.
Analysis / Models
5 MIN READ · REVISED 24 OCTOBER 2026

Kimi K3.1 Pro: what to try first

The release is new. Your evaluation does not have to be complicated.

5 featured articles

PRACTICAL GUIDES & ANALYSIS / AI-GENERATED EDITORIAL ARTWORK
INDEX / All articles & notes

Find something useful.

Explore research directions and practical guides. Filter by subject, format, or area of focus.

PREVIEW COLLECTION
01
Analysis / Consumer Goods

Built to last. Priced to throw away.

When parts prices, reliability, and downtime change the case for buying a repairable product.

25 OCT 20267 MIN READ
02
Analysis / Technology

Who actually benefits when AI gets cheaper?

Why cheaper intelligence can widen access without distributing its benefits evenly—and how we could test the difference.

25 OCT 20267 MIN READ
03
Analysis / Government

Faster paperwork. Same damn queue.

Bottlenecks, repeat work, and changing demand explain why task-level productivity is not the same as better public services.

25 OCT 20267 MIN READ
04
Guide / Healthcare

Health information people can actually use

Start with one everyday task. Keep the facts intact, make the next step clear, and test whether the explanation helps.

25 OCT 20267 MIN READ
05
Guide / Advertising

Facebook ads in 2026: a practical playbook

A clear plan for creative, measurement, and the money behind a campaign.

24 OCT 20266 MIN READ
06
Analysis / Models

Kimi K3.1 Pro: what to try first

The release is new. Your evaluation does not have to be complicated.

24 OCT 20265 MIN READ
07
Analysis / Video

Kling 4.0: better control starts with a clear shot

What the announcement says, what still needs checking, and a sensible first production test.

24 OCT 20265 MIN READ
08
Guide / Advertising

Test better ads without testing everything

A small-budget creative plan that gives each result a useful meaning.

24 OCT 20265 MIN READ
09
Guide / Advertising

Your ROAS looks good. Are you making money?

A worked example of the costs an advertising dashboard leaves out.

24 OCT 20265 MIN READ
10
Analysis / Advertising

Andromeda, GEM, and what to change in your ads

Understand the platform update without rebuilding your account around a rumor.

24 OCT 20264 MIN READ
11
Guide / Advertising

Before you blame the ads, check the purchase events

A practical audit from checkout to your campaign report.

24 OCT 20265 MIN READ
12
Guide / Video

Make an AI video ad someone can actually use

From a real product brief to an editable, checked campaign asset.

24 OCT 20265 MIN READ
13
Guide / Video

A better video brief beats a longer prompt

A reusable shot brief, with examples you can adapt.

24 OCT 20264 MIN READ
14
Guide / Models

A bigger context window still needs a brief

How to give a model a large document set without making the task harder to check.

24 OCT 20265 MIN READ
15
Guide / Models

Choose an AI model for the job you actually have

A practical evaluation plan for text, code, research, and production work.

24 OCT 20264 MIN READ
16
Guide / Models

The AI cost that matters: a result you can use

Why retries and review time belong next to the API bill.

24 OCT 20265 MIN READ
17
Guide / Advertising

The ad worked. Now make the landing page work.

Fix the gap between a good promise and a frustrating next step.

24 OCT 20265 MIN READ
18
Guide / Writing

How to write with AI without sounding like AI

A straightforward editing process for useful, specific writing.

24 OCT 20264 MIN READ
19
Essay / Writing

The draft is easy. The decision is still yours.

What good editing looks like when AI can produce the first version.

24 OCT 20264 MIN READ
20
Essay / Building

When should an AI take the next step?

A practical way to decide which actions to automate and which ones to review.

24 OCT 20264 MIN READ
21
Guide / Building

Build an AI workflow you can fix

The small engineering decisions that make a prototype easier to operate.

24 OCT 20264 MIN READ
22
Guide / Building

What to save from a failed AI answer

Turn an awkward result into a specific improvement you can test.

24 OCT 20264 MIN READ
23
Essay / Building

Choose AI tools you can leave

A practical buying checklist for exports, ownership, and a workable exit.

24 OCT 20264 MIN READ
24
Note / Strategy

Access is a design constraint.

A working method for examining the money, connectivity, time, and conditions needed to participate. Read the reasoning, explore a scenario, and take the worksheet.

WORKING NOTE / V0.17 MIN READ

Product details are dated and linked to primary sources. Worked examples are illustrative. The collection does not claim campaign results or independent model benchmarks.

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