Beyond chat: the case for decision pages
Why ANSI renders answers as living pages instead of message bubbles — and what that unlocks for trust, depth, and action.
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Research, learning paths, field notes, and experiments — a living map of how intelligent software gets made.
62 ARTICLES
3 LEARNING PATHS
9 RESEARCH PAPERS
WEEKLY DISPATCH
Editor's selection
Why ANSI renders answers as living pages instead of message bubbles — and what that unlocks for trust, depth, and action.
The patterns that make AI reasoning inspectable — confidence levels, citations, honest uncertainty.
July 2026 · 6 min
Measuring when memory actually improves answers — and when it should stay out of the way.
July 2026 · 10 min
Featured
Why ANSI renders answers as living pages instead of message bubbles — and what that unlocks for trust, depth, and action.
Read article →
The patterns that make AI reasoning inspectable — confidence levels, citations, honest uncertainty.
July 2026 · 6 min
Measuring when memory actually improves answers — and when it should stay out of the way.
July 2026 · 10 min
Learning paths
Structured tracks that build on each other — read in order, or jump to where you are.
01 · Foundations
What decision engines are, why intent beats keywords, and how a generated page differs from a chat thread.
02 · Practitioner
Grounding, retrieval, and citations in practice — wiring verifiable answers into a real product.
03 · Frontier
Multi-agent verification, honest uncertainty, and where autonomous research is actually headed.
Learning Paths
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Knowledge explorer
9 papers · 14 notes
Evals, grounding, reasoning — the work behind the answers, published as we go.
Updated weekly
What's moving, measured — not vibes.
12 guides
Practical, opinionated, tested.
18 videos
Walkthroughs & deep dives.
Community picks
“The grounding guide saved us a quarter of rework.”
Changelog
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Research
Evals, grounding, reasoning — the work behind the answers, published as we go.
Guides
Practical, opinionated, tested.
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Videos
Walkthroughs & deep dives.
Changelog
Trends
What's moving, measured — not vibes.
Field Notes
Short dispatches from the frontier.
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