8am AI
A weekly peer conversation on what's actually changing in AI work — recorded, mined, and assembled into a public corpus. The book isn't authored upfront; it accretes from what gets said, one Wednesday at a time. 109 meetings and counting since April 2024.
8am-ai
David Olsson25 Jun 2026#8am-ai#index#threads#knowledge-graph#reference
The threads
A knowledge-graph map of the corpus: fourteen threads as nodes, sized by their ideas, linked by the meetings they share — typed, described, and tracked rising or fading.
24 Jun 2026
The ideas
The 759 ideas mined from two years of 8am AI — and the 23 articles written from them, each linked with a summary. Leads with the published work, then the full register grouped by theme.
24 Jun 2026
The meetings
Every 8am AI meeting, 109 of them, from April 2024 to now. Ideas produced, people named, and the theme each one leaned into. The index over the record.
24 Jun 2026
The themes
All fourteen themes, defined, sized, and dated, each with ideas cited straight from the record. The index over the patterns the corpus keeps returning to.
20 Jun 2026
What got dropped
The corpus tracked 401 action items across two years. 89 done, 40 open, 272 dropped. The dropped ones aren't failures — they're the record of a group that let go of more than it kept, on purpose.
19 Jun 2026
The arrivals log
Run a harvester over every mention in 109 meetings and it dates the field's turning points without being told about them. When MCP arrived, when the swarm landed, what stayed constant. The names are a clock.
18 Jun 2026
The gist as a trust root
The highest-graded idea in the trust thread became a small program that runs. Hash, anchor, sign, verify. The finding: the gist is convenience. The SHA-256 is the trust root, and you already had it.
17 Jun 2026
Theme engagement over time
Which threads rose, which faded, and when the field turned. A heatmap of theme engagement across two years, a quality-of-intelligence line, and the arrivals the harvester dated on its own.
17 Jun 2026
State of the corpus
A live read of the 8am AI substrate. 109 meetings, 759 ideas, 14 themes, charted. Updated as the corpus grows.
12 Jun 2026
How do you know
The corpus's central question, and the one it never fully answered. A model can't tell you how it reached its conclusion. So what in your process tells you the output is good, independent of the thing that produced it?
10 Jun 2026
Definitions
Every term used across the 8am AI corpus and pipeline, defined once. The substrate, the records, the pipeline, the phases, and the terms from the conversation.
3 Jun 2026
Two years of 8am AI
109 meetings, 14 themes, 759 ideas, mined from the transcripts of a weekly conversation. The first read of the whole corpus, end to end.
27 May 2026
Authenticating the human
When the candidate can run an LLM live during the interview, the interview stops testing the person. The corpus's smallest serious thread, and the one with the most immediate teeth.
22 May 2026
The baseline test
A small experiment that scored interview answers for the texture of real understanding — and then failed in the most useful way. It flagged the genuine human and passed the generic bot. The near-miss is the finding.
20 May 2026
The workers behind 8am AI
The skills that fill the memory in. Small workers, each with one job — harvest, intake, classify, synthesize, grade, draft, publish — and a conductor that decides what runs next. No worker is clever; the cleverness is the line they form.
13 May 2026
What 8am AI remembers
The memory of the group, in plain terms. Not a database, not an app — a folder of files you can read. What an idea, a theme, and a directive actually look like, and the two rules that make it trustworthy.
6 May 2026
Mining the glue
The primitive the group kept reinventing until it became the method: read across everything said, surface the connective tissue no single human can track. The project-state four-layer model that mines this very corpus.
10 Dec 2025
Teaching in the rubble
The group's conscience. If the tools can do the work, what is school for? From 2024's optimistic AI-assisted learning to 2026's hard question about students who can't yet evaluate what AI gives them.
3 Dec 2025
Forty-fourth of forty-seven
A survey result that lands cold in a late-2025 meeting: Canada ranks 44th of 47 countries in AI readiness, and the reason is cultural, not technical. The thread where the group's local vantage becomes the point.
29 Oct 2025
The philosophical edge
Where the group stops talking shop and thinks about what it all means. Cambridge Analytica to AI sovereignty to Neuralink. The thread holds two moods, continuity and rupture, and refuses to resolve them.
22 Oct 2025
The social layer
The layer where every individual AI gain compounds or evaporates: other humans. The corpus's uncomfortable finding — AI makes the individual more capable and the team more confusing.
15 Oct 2025
Atomic to architecture
The promotion nobody assigned: the tools pushed everyone from doing atomic tasks to designing systems. The spine the whole corpus hangs on, and the corollary for anyone who only ever did the unit.
10 Sept 2025
The hundred-meeting simulation
The reflexive moment. The group fed its own meeting history into a simulation, and the simulation predicted the group would overload and need to reallocate work. The meeting became data about the meeting.
20 Aug 2025
The meeting as method
The thread about the container, not the work. Coffee talk, "is it just us today," and the realization that showing up loosely every Wednesday for two years was the most durable thing the group made.
6 Aug 2025
From scrubs to swarms
The thread that runs cleanest through two years of 8am AI: agents. From hand-authored "scrubs" in 2024, through MCP orchestration in 2025, to autonomous swarms in 2026.
30 Jul 2025
The tool-churn log
The working-developer version of 2024–2026: GPT-4, Claude-in-Canada, N8N, slop code, multi-agent. The tools churned every quarter and the bottleneck kept moving. AI made the code cheap and the coordination expensive.
23 Jul 2025
The model is the commodity
The corpus's clearest conviction, held for two years: the model is the commodity, the context is the lever. From "scrubs" in 2024 to corpus-building and "how do you know" in 2026.
18 Jul 2025
The franchise
A recurring idea the group never quite executed: 8am-ai.com as a pattern other people could run. Not a product to sell — a loop to copy. The meeting as a method, packaged for export.
9 Jul 2025
The ninety-five percent
A number the group kept landing on, in different rooms, about different work. AI gets you ninety-five percent of the way. The last five is human — and the last five is the part that was ever worth anything.
26 Mar 2025
Product to process
The corpus's most commercial thread, and the one that revised its own answer most. From "build a thing, sell the thing" in 2024 to "the winning part is access to the market" in 2026.
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