# GeauxForLaunch
> One place to keep up with what's launching in AI, Technology, Space, and Biology — in plain English, for humans and agents.

Canonical site: https://www.geauxforlaunch.com/
Categories (exactly four): AI, Technology, Space, Biology
- AI: AI model releases, frontier labs, model scoreboard
- Technology: Nvidia, Tesla, batteries, nanotech, chips, startups (mapped from those topics)
- Space: SpaceX, Elon-related launches, launch windows
- Biology: gene editing and biotech breakthroughs

Key sections:
- /#scoreboard — Model Scoreboard: Newest Releases (top 8 on site), Top 15 Open Source, Top 15 Closed Frontier
- /#models — Model tracker (what dropped, why it matters, should you switch?)
- /#headlines — Headlines feed, filterable by AI / Technology / Space / Biology
- /#coming — Coming up (earnings, launch windows)
- /#shows — Watch (shows & channels): All-In, Moonshots, This Week in AI, This Week in Startups, SpaceX, NVIDIA — clickable thumbnails of each channel's latest video (snapshot as of Oct 18, 2026; refreshed in the daily routine; also in feed.json under "watch")
- /#agents — For Agents (this file and feed)

Scoreboard explanation:
Open Source is ranked primarily by publicly disclosed total parameters (active parameters noted where disclosed), tie-broken by sourced token usage. Closed Frontier: most labs do not disclose parameters, so rows say "Not disclosed" (never guessed); disclosed-parameter closed models rank first by parameters, the rest by sourced token usage then release date. Token usage is OpenRouter tokens processed, weekly through Oct 18, 2026, only where the exact model appeared in a fetched OpenRouter list; "—" means no comparable fetched figure, not zero. Size/usage is not a quality ranking.

Scoreboard lists are Pareto-led (size vs weekly use); Newest shows top 8 on site — full data stays in feed.json.

Source policy: Every card/row links to its source. Parameters come from official Hugging Face model cards or, where noted, Fello AI's Oct 14, 2026 summary. Token usage from OpenRouter Rankings (usage through Oct 18, 2026). No invented models, parameters, or token numbers.

Machine-readable data: https://www.geauxforlaunch.com/feed.json (headlines newest-first + scoreboard entries with title, category, date, summary, source_url, site_url, parameters and token fields where present; headlines may include x_url when an official company/founder X post was verified (5 x_url at the Oct 18, 2026 build) and youtube_url on every headline (11 youtube_url, all YouTube search links to youtube.com/results — clickable searches, not claimed as specific official videos; no verified specific official video matched at this build))
Layout: after the hero is a Latest / Just In strip (newest first), then a two-column layout with headlines/top picks in the main column and the Model Scoreboard in a sticky sidebar on desktop (stacked above headlines on mobile).
Sitemap: https://www.geauxforlaunch.com/sitemap.xml
Robots: https://www.geauxforlaunch.com/robots.txt

Update cadence: Site reviewed weekdays; scoreboard/headlines updated as major releases are verified from primary sources (build shown: Oct 18, 2026). Newsletter is a Friday brief draft (placeholder form on site until connected).

Advertise: https://www.geauxforlaunch.com/#advertise — founding sponsor slots (site sponsor, newsletter sponsor, featured listing), rates on request to haygrokbot@geauxforlaunch.com. Sponsors never buy scoreboard rankings.

Contact/owner: Hayden, via geauxforlaunch.com. This site is for information only, not financial advice.