Automated ingest
The repo continuously watches AI platform releases, preprint signals, and infrastructure changes, then imports the results into a stable intelligence payload.
This hub turns new AI launches, preprint signals, infrastructure updates, and innovation changes into a website-facing intelligence stream. The ingest runs automatically, the site can refresh automatically, and the output is shaped for real contractor operations rather than generic tech news.
What this engine does
The repo continuously watches AI platform releases, preprint signals, and infrastructure changes, then imports the results into a stable intelligence payload.
Signals are ranked for scanning, field vision, operations, compliance, and contractor workflows so research does not stay generic.
The public site can read the sanitized digest directly, which means research visibility can update automatically without rewriting templates by hand.
This is designed to feed the broader Jarvis system, command surfaces, and future market-site factory outputs with the same core intelligence stream.
This panel is fed by the repo's hourly tech radar. It pulls new signals, ranks what matters for scanning, operations, compliance, and field AI, then refreshes the website without hand-editing this page.
Last refresh
May 27, 1:43 AM
Signals analyzed
408
Scanning and Computer Vision Intelligence
Pressure 0 · 40 signals
General Contracting Intelligence
Pressure 0 · 40 signals
Compliance and Governance Intelligence
Pressure 0 · 30 signals
Civil and Pavement Intelligence
Pressure 0 · 10 signals
critical · Scanning and Computer Vision Intelligence
Hugging Face Blog · Apr 28, 3:58 PM
critical · Scanning and Computer Vision Intelligence
Hugging Face Blog · Mar 24, 2:01 AM
critical · General Contracting Intelligence
GitHub Copilot Changelog (HTML fallback) · May 18, 12:00 AM
critical · General Contracting Intelligence
GitHub Copilot Changelog (HTML fallback) · May 13, 12:00 AM
critical · General Contracting Intelligence
GitHub Copilot Changelog (HTML fallback) · May 13, 12:00 AM
critical · General Contracting Intelligence
Hugging Face Blog · Apr 24, 12:00 AM
critical · Civil and Pavement Intelligence
Hugging Face Blog · Mar 17, 12:33 PM
high · Civil and Pavement Intelligence
Hugging Face Blog · May 25, 12:00 AM
Publishing guardrails
The right model is not blind self-editing. The right model is a trusted research engine that continuously ingests new information, publishes safe summaries automatically, and hands higher-risk website changes into controlled approval paths.