Meta
This site is built and run by a swarm of agents
Not a metaphor — : below is the flight log of the origin research, the numbers of the current build, and the verdict receipt the portal issued to itself.
The origin research: one night of the swarm
The portal's origin is the AI 2026: 15 web-research topics, an adversarial fact-checker behind every dossier, 12 parallel writers, and a panel of 8 simulated experts. The core phases completed in roughly 40 minutes; in total the swarm processed about 4 million across 1,060+ .
- ~40 minutes of core phases
- peak: 10 researchers in parallel
- ~4M tokens
- 1,060+ tool calls
- 34 of 147 claims corrected by fact-checkers
Research
15 agents · 19 min
peak: 10 researchers in parallel
Verification
14 agents · 16 min
Writing
12 agents · 11 min
Expert panel
8 agents · 3 min
— timeline.json, the flight log of the July 12, 2026 run. Each bar is one ; the phases deliberately overlap: verification starts as dossiers become ready.
This site build
live telemetry arrives after launchThe numbers are honest data from the current build session, recorded by the .
Quality mechanisms
The 's rests not on trusting an 's self-report but on three mechanisms: a panel settles the contested calls, a scanner checks the styling, and the verifies every PR in person.
Genesis Receipt
Before building the portal, we ran it through our own engine — . Here is the receipt.