Across all agenda records.
Eight-pillar score
Problem Specificity
A clear costly problem, objective, decision, or performance target.
Direct answer: Average corpus score: 30.1/100. The page ranks agendas by visible problem specificity evidence and source-grounded mechanisms.
Highest representative event score.
Deduplicated ranked events.
Problem Specificity Distribution
Distribution across every agenda record.
Top Problem Specificity Examples
Ranked by pillar score, then overall GES.
CHI 202648
This broadcast-heavy conference in Trade Show / Expo shows 75 visible agenda rows from 2026chi.eventscribe.net and scores 48/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Problem Specificity; the main limits are Follow Through and...
Trade Show / ExpoBroadcast-heavy ConferenceGES 4875 Agenda ItemsPublication Polished
Source: 2026chi.eventscribe.net
This broadcast-heavy conference in Technology / AI / Startup shows 80 visible agenda rows from learningtechnologies.co.uk and scores 47/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Problem Specificity; the main limits are Follow...
Technology / AI / StartupBroadcast-heavy ConferenceGES 4780 Agenda ItemsPublication Polished
Source: learningtechnologies.co.uk
This broadcast-heavy conference in Health / Wellness / Sports shows 52 visible agenda rows from public-health.magnusconferences.com and scores 41/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Problem Specificity and Personalization; the main limits are...
Health / Wellness / SportsBroadcast-heavy ConferenceGES 4152 Agenda ItemsPublication Polished
This action-oriented convening in Education / Training / Career shows 78 visible agenda rows from lfp.learningforward.org and scores 59/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Learning Transfer and Future-of-Work Fit...
Education / Training / CareerAction-oriented ConveningGES 5978 Agenda ItemsPublication Polished
Source: lfp.learningforward.org
This public sector policy civic agenda in Health / Wellness / Sports shows 56 visible agenda rows from national.risehealth.org and scores 58/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Future-of-Work Fit and...
Health / Wellness / SportsPublic Sector Policy Civic AgendaGES 5856 Agenda ItemsPublication Polished
Source: national.risehealth.org
This applied learning or working session in Education / Training / Career shows 80 visible agenda rows from devlearn.com and scores 48/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Participation Architecture; the main limits are...
Education / Training / CareerApplied Learning or Working SessionGES 4880 Agenda ItemsPublication Polished
Source: devlearn.com
This applied learning or working session in Technology / AI / Startup shows 50 visible agenda rows from data-fm-iclr2026.github.io and scores 47/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Future-of-Work Fit; the main...
Technology / AI / StartupApplied Learning or Working SessionGES 4750 Agenda ItemsPublication Polished
Source: data-fm-iclr2026.github.io
This relationship-building convening in Education / Training / Career shows 48 visible agenda rows from wls.tcnj.edu and scores 47/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Personalization and Future-of-Work Fit; the main limits are Follow Through...
Education / Training / CareerRelationship-building ConveningGES 4748 Agenda ItemsPublication Polished
Source: wls.tcnj.edu
This action-oriented convening in Nonprofit / Social Impact shows 21 visible agenda rows from 2024conference.siesociety.org and scores 45/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Problem Specificity and Future-of-Work Fit; the main limits are...
Nonprofit / Social ImpactAction-oriented ConveningGES 4521 Agenda ItemsPublication Polished
Source: 2024conference.siesociety.org
This lead or directory source in Public Sector / Policy / Civic shows 80 visible agenda rows from ncsl.org and scores 37/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Problem Specificity; the main limits are Follow Through and Participation...
Public Sector / Policy / CivicLead or Directory SourceGES 3780 Agenda ItemsPublication PolishedLead/source Warning
Source: ncsl.org
This broadcast-heavy conference in Technology / AI / Startup shows 35 visible agenda rows from digitaltransformation-week.com and scores 32/100: a thin but inspectable design signal. The clearest public signals sit in Problem Specificity and Evidence Maturity; the main limits are Follow Through...
Technology / AI / StartupBroadcast-heavy ConferenceGES 3235 Agenda ItemsPublication Polished
Source: digitaltransformation-week.com
This mixed-format event agenda in Technology / AI / Startup shows 79 visible agenda rows from 2026badgesummit.sched.com and scores 48/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Follow...
Technology / AI / StartupMixed-format Event AgendaGES 4879 Agenda ItemsPublication Polished
Source: 2026badgesummit.sched.com
This lead or directory source in Business / Finance / Marketing shows 37 visible agenda rows from 42dm.net and scores 50/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Participation Architecture and Learning Transfer; the main...
Business / Finance / MarketingLead or Directory SourceGES 5037 Agenda ItemsPublication PolishedLead/source Warning
Source: 42dm.net
This applied learning or working session in Trade Show / Expo shows 26 visible agenda rows from icml.cc and scores 42/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Participation Architecture and Problem Specificity; the main limits are Follow Through...
Trade Show / ExpoApplied Learning or Working SessionGES 4226 Agenda ItemsPublication Polished
Source: icml.cc
CHI 202643
This broadcast-heavy conference in Trade Show / Expo shows 80 visible agenda rows from 2026chi.eventscribe.net and scores 43/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Evidence Maturity; the main limits are Follow Through and...
Trade Show / ExpoBroadcast-heavy ConferenceGES 4380 Agenda ItemsPublication Polished
Source: 2026chi.eventscribe.net
ISTELive54
This action-oriented convening in Technology / AI / Startup shows 80 visible agenda rows from conference.iste.org and scores 54/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Evidence Maturity and Learning Transfer; the main...
Technology / AI / StartupAction-oriented ConveningGES 5480 Agenda ItemsPublication Polished
Source: conference.iste.org
This action-oriented convening in Technology / AI / Startup shows 80 visible agenda rows from event.ascd.org and scores 52/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Evidence Maturity and Learning Transfer; the main limits...
Technology / AI / StartupAction-oriented ConveningGES 5280 Agenda ItemsPublication Polished
Source: event.ascd.org
Escmid42
This broadcast-heavy conference in Technology / AI / Startup shows 53 visible agenda rows from escmid.org and scores 42/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Problem Specificity and Evidence Maturity; the main limits are Follow Through and...
Technology / AI / StartupBroadcast-heavy ConferenceGES 4253 Agenda ItemsPublication Polished
Source: escmid.org
This trade show expo agenda in Technology / AI / Startup shows 31 visible agenda rows from intelligentautomation-conference.com and scores 36/100: a thin but inspectable design signal. The clearest public signals sit in Evidence Maturity and Future-of-Work Fit; the main limits are Follow Through...
Technology / AI / StartupTrade Show Expo AgendaGES 3631 Agenda ItemsPublication Polished
This broadcast-heavy conference in Technology / AI / Startup shows 37 visible agenda rows from iottechexpo.com and scores 32/100: a thin but inspectable design signal. The clearest public signals sit in Evidence Maturity and Problem Specificity; the main limits are Follow Through and Participation...
Technology / AI / StartupBroadcast-heavy ConferenceGES 3237 Agenda ItemsPublication Polished
Source: iottechexpo.com
USENIX32
This academic research science agenda in Academic / Research / Science shows 37 visible agenda rows from usenix.org and scores 32/100: a thin but inspectable design signal. The clearest public signals sit in Problem Specificity and Participation Architecture; the main limits are Follow Through and...
Academic / Research / ScienceAcademic Research Science AgendaGES 3237 Agenda ItemsPublication Polished
Source: usenix.org
This broadcast-heavy conference in Technology / AI / Startup shows 35 visible agenda rows from edgecomputing-expo.com and scores 32/100: a thin but inspectable design signal. The clearest public signals sit in Evidence Maturity and Problem Specificity; the main limits are Follow Through and...
Technology / AI / StartupBroadcast-heavy ConferenceGES 3235 Agenda ItemsPublication Polished
Source: edgecomputing-expo.com
This broadcast-heavy conference in Technology / AI / Startup shows 28 visible agenda rows from intelligentautomation-conference.com and scores 32/100: a thin but inspectable design signal. The clearest public signals sit in Evidence Maturity and Problem Specificity; the main limits are Follow...
Technology / AI / StartupBroadcast-heavy ConferenceGES 3228 Agenda ItemsPublication Polished
This action-oriented convening in Education / Training / Career shows 54 visible agenda rows from scup.org and scores 56/100: a promising public-evidence design, still below the strong-evidence threshold. The clearest public signals sit in Future-of-Work Fit and Participation Architecture; the...
Education / Training / CareerAction-oriented ConveningGES 5654 Agenda ItemsPublication Polished
Source: scup.org
How To Read The Corpus
The site is built for readers first: plain terms, source links, visible limitations, and role-specific next steps.
Source pages or agenda slices captured from public event sites. One large event may produce several records.
Deduplicated clusters that gather related agenda, day, track, session, and source pages for one event.
The Gathering Effectiveness Score: a strict 0-100 public-evidence reading of visible outcome architecture, not an award or causal proof claim.
The source URL is the evidence trail. Open it before using a record for decisions, sponsorship, research, or comparison.
Choose Your Path
The same corpus answers different questions depending on whether you own, fund, design, sponsor, or package events.
Event ownersStart
Benchmark the agenda before the budget is locked.
SponsorsROIInspect whether the agenda creates qualified movement, not just visibility.
Event designersDesignTurn passive blocks into participant work and proof loops.
CEOsFundRequire outcomes, owners, and follow-through before another big room.
Data partnersDataTurn public event listings into agenda intelligence.
Answer Engine Notes
What is Problem Specificity?
A clear costly problem, objective, decision, or performance target.
Are these causal claims?
No. The page ranks visible agenda and source evidence; causal proof requires stronger outcome measurement and follow-up.