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ScaleU Intelligence v2.0.0

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@savvides savvides released this 30 Oct 19:49
v2.0.0
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Learn about vigilant mode.

ScaleU Intelligence 2.0.0 reorganizes the library so founders can point an AI assistant at it, and reviews every founder guide against primary sources. The library is now Markdown only.

Start reading

  • Use it with your AI assistant: start in guides/, follow links into sources/ for detail. AGENTS.md gives assistants the same instructions.
  • Guides: 19 guides grouped by founder question: demand, selling, evidence, product, and market. The EdTech pilot playbook now lives in guides/selling/.
  • Sources: 376 paper entries across 19 research topics, 74 ASU+GSV 2026 transcripts with the summit report and deliverables, the SXSW EDU 2026 framework, and field notes.

Download Source code (zip) or Source code (tar.gz) under Assets for the complete library. No installation or package manager is required.

What changed

  • New layout. guides/, sources/, and about/ replace the top-level guides/, research/, conferences/, notes/, provenance/, licenses/, and templates/ folders. Contributor files moved to .github/. Links to old paths no longer resolve on main; v1.0.0 keeps them.
  • Markdown only. Removed scripts, tests, CI, data files, the SXSW slide deck and preview image, and the citation file. The ASU+GSV JTBD analyses are now Markdown pages with the original YAML kept verbatim. Removed files remain in v1.0.0 and at the pinned source commits.
  • Every guide reviewed. Regulations, statistics, funding, and company claims were checked against primary sources such as statutes, eCFR, the Federal Register, NCES, and official announcements. Research claims were checked against the papers, with DOIs. Figures without a source are labeled as ScaleU or practitioner estimates. Each guide's dated note says what was rechecked.
  • Fewer contradictions. Pilot guidance has one canonical home in the playbook, and a duplicate SXSW diagnostic page was removed. Each guide states its audience: K-12, higher ed, or workforce.

Provenance and reuse

Provenance records the source repositories, pinned commits, exclusions, and this reorganization. Cite this snapshot as shown in the README, and cite original papers, authors, and speakers for their work. Licenses vary by collection, including MIT and CC BY 4.0.

Review and limits

Changes were reviewed by hand against the review checklist. An offline check found no broken relative links across 152 Markdown files. No automated checks run on the repository, and review does not establish external link availability or the accuracy of every speaker claim. Paper entries are not a count of unique papers. The ASU+GSV schedule retains 36 unverified title/transcript associations.

Change history · Corrections and support · ASU ScaleU

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