โš–๏ธ Judge walkthrough

What you can try in 3 minutes

ConferenceMap is a verification layer, not a chatbot wrapper. Here is the fastest path to see why โ€” each step has a one-click jump and what to look for.

~60โ€“97%
input token reduction by SigMap (scales with corpus size)
0.3โ€“2s
first-token latency (Gemini 2.5 Flash, streaming)
100%
of factual claims cited and verified post-generation
0
hallucinations โ€” the model declines when context is missing
1

Ask a real question โ€” watch it get verified

Ask about a session, speaker, or the schedule. The answer streams token-by-token, and the trust panel shows input tokens reduced by SigMap, first-token latency, and a faithfulness score.

What to look for Every factual claim carries a [source] chip and a HIGH/MEDIUM confidence grade. Nothing is invented.

Open Ask โ†’
2

Try to make it hallucinate

Ask something the conference data does NOT cover โ€” e.g. "Is there a TypeScript 6 talk?" or "What is the wifi password?". A normal chatbot guesses. ConferenceMap refuses.

What to look for SigMap returns canAnswer:false and the app says "I don't have verified data on that" โ€” zero-hallucination by construction.

Test a decline โ†’
3

Filter sessions in natural language

In the Sessions grid, type a plain-English filter like "React talks on Day 1" into the AI bar. SigMap scores the corpus and the KendoReact Grid re-renders.

What to look for No dropdowns or checkboxes โ€” the same retrieval layer that grounds answers also powers filtering.

Open Sessions โ†’
4

Build a personal agenda

Add sessions to your agenda from the grid, then view them on a time-blocked timeline. Conflicts and gaps are visible at a glance.

What to look for Client-side state, instant, works offline once loaded.

Open Agenda โ†’
5

See the organiser signal

The Organiser dashboard surfaces engagement by track and โ€” most importantly โ€” coverage gaps: questions attendees asked that no session answers.

What to look for This turns attendee curiosity into next-year programming decisions. Hit "Generate Insight" for a grounded AI summary.

Open Organiser โ†’