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Atlas/Events/CES
broadcast-heavy conference agenda analysis

CES

This broadcast-heavy conference in Technology / AI / Startup shows 80 visible agenda rows from ces.tech and scores 37/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Personalization; the main limits are Follow Through and Participation Architecture. Visible mechanisms include Participant work, Network design, Learning transfer, and Personalization. The public record does not show follow-up or tracking, so the score should be read as design intent rather than... A practical reading: For a reader, this is a comparison record more than a model to copy: it reads as a broadcast-heavy conference, with the strongest visible signal in future-of-work fit and personalization and the biggest open question around follow through and participation architecture. The practical test is whether the published agenda connects the room to post-event continuation and evidence. This page is an original public-evidence analysis, not a copy of the source agenda or an endorsement of the event. The score places the visible agenda in the thin outcome architecture band. The strongest visible pillars are Future-of-Work Fit, Personalization, and Evidence Maturity; the thinnest visible pillars are Follow Through, Learning Transfer, and Participation Architecture. Visible mechanisms include Participant work, Network design, Learning transfer, and Personalization. The extracted agenda preview includes 123 visible rows. The most common formats are Unknown, Presentation, and Fireside Chat; the most common inferred purposes are Unknown, Knowledge Transfer, and Deliberation.

Primary source evidence: ces.tech ↗

Eight-pillar fingerprint

Hover any pillar to see what it measures and, where it scored low, what the agenda is missing.

Participation Architecture?30
Participation Architecture - 30/100. Participant work, contribution, interaction, and alternatives to passive broadcast.Missing: Turn passive airtime into participant work: practice, sensemaking, decisions, critique, or artifact creation.
Follow Through?5
Follow Through - 5/100. Owners, dates, commitments, progress checks, and accountability after the room.Missing: Add named owners, dates, implementation checkpoints, and a visible post-event continuation path.
Problem Specificity?43
Problem Specificity - 43/100. A clear costly problem, objective, decision, or performance target.
Personalization?50
Personalization - 50/100. Role, path, goal, preparation, or connection tailoring for participants.
Network Design?39
Network Design - 39/100. Structured weak ties, bridge-building, mixers, and relationship persistence.
Learning Transfer?30
Learning Transfer - 30/100. Applied practice, feedback, workplace use, refreshers, and 30-90 day transfer.Missing: Build transfer into the agenda through practice, feedback, job aids, reflection, and 30-90 day use cases.
Evidence Maturity?45
Evidence Maturity - 45/100. Baseline, comparison, follow-up, isolation, and attribution confidence.
Future-of-Work Fit?57
Future-of-Work Fit - 57/100. Value against time, hybrid reality, accessibility, AI, and meeting load.

Fix the gaps

Field-tested exercises matched to this agenda's weakest pillars, from the exercise library.

Agenda Preview

The actual agenda we captured. Every block is classified by format and purpose. Open any block to see how we read it; the colored edge shows whether it is participant work, broadcast, logistics, or a showcase.

Room vs wrapper

9 percent of the 123 classified blocks put participants to work; the rest broadcast, show, or handle logistics. That mix is what drives the participation score.

11
102
6
4
Participant workBroadcastShowcaseLogistics
all eventFoundry DemoDemoShowcase+
Format · Participant workDemoA hands-on or applied walkthrough that invites attendee questions and direct engagement.
Evidence basisOutcome inferred from formatInferred from format
all eventTrainingTrainingSkill building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisParticipant work is implied by the formatInferred from format
3:00 AMMedia OnlyPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:00 AMARIA, Level 1, Joshua 9PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventVariety Business of Creators Summit, presented by Samsung AdsPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:00 AM-9:30 AMFontainebleau, Level 4, Azure Ballroom, Discovery StagePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:00 AM-9:40 AMLVCC, West Level 2, W219PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventVehicle Tech and Advanced MobilityPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:00 AM-9:40 AMLVCC, West Level 2, W218PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:00 AM-9:40 AMVenetian, Level 4, Marcello 4404PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:00 AM-9:40 AMLVCC, North Level 2, N257PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:00 AM-9:40 AMVenetian, Level 4, Lando 4302PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:00 AM-9:40 AMARIA, Level 2, Mariposa 5PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:00 AM-9:40 AMLVCC, North Level 2, N261PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventPTC: Smarter, Faster, Integrated - The Future of Product InnovationPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:00 AM-9:40 AMLVCC, Grand Lobby, CTA StagePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventA fireside chat exploring how strategic collaborations across gaming and culture are transforming brand identity.Fireside chatDiscussion+
Format · BroadcastFireside chatA conversational stage format. Engaging to watch, still a broadcast format for the audience.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:00 AM-10:00 AMLVCC, North Level 2, N258PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:00 AM-12:00 PMBy Invitation Only, Various LocationsPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventWEF (World Electronics Forum) BreakfastMealPacing+
Format · LogisticsMealA pacing block. Can carry unstructured networking, not scored as participant work.
Evidence basisOutcome inferred from formatInferred from format
9:00 AM-6:00 PMVenetian Expo, Level 2, Halls A-D, Booth #54123ExhibitionShowcase+
Format · ShowcaseExhibitionA showcase or expo floor. Browsing and light interaction rather than structured participant work.
Evidence basisOutcome inferred from formatInferred from format
9:00 AM-6:00 PMARIA, Level 3, Ironwood TerracePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:10 AMVenetian Expo, Level 2, Accessibility StageExhibitionShowcase+
Format · ShowcaseExhibitionA showcase or expo floor. Browsing and light interaction rather than structured participant work.
Evidence basisOutcome inferred from formatInferred from format
all eventCTA Foundation Accessibility Stage powered by Verizon AccessibilityPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:30 AMFontainebleau, Level 4, Azure Ballroom, Breakthrough StagePresentationPacing+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
9:40 AMLVCC, West Level 1, Mobility StagePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventMobility Stage presented by BoschPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventFireside Chat with Evan Shapiro - Zoom in on the Creator EcosphereFireside chatDiscussion+
Format · BroadcastFireside chatA conversational stage format. Engaging to watch, still a broadcast format for the audience.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventMedia Panel: The Future of Digital Health InnovationPanelDiscussion+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventMeet the Winner of the 2026 CTA Foundation's Pitch CompetitionPitchMarket exchange+
Format · Participant workPitchParticipants present or are directly evaluated, an active rather than a passive format.
Evidence basisOutcome inferred from formatInferred from format
10:00 AM-10:40 AMVenetian, Level 4, Lando 4304PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventConnectivity Standards Alliance: Interoperability in Action - AI, Standards & Scalable InnovationWorkshopParticipant work+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisParticipant work is implied by the formatInferred from format
10:00 AM-10:40 AMLVCC, West Level 2, W232PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:00 AM-5:00 PMFontainebleau, Level 4, Capri 4PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventMedia Partner Roundtable: Innovation for the Year Ahead: What Will it Mean for Consumers?RoundtableDiscussion+
Format · Participant workRoundtableSmall-group discussion where attendees contribute directly rather than only listening.
Evidence basisParticipant work is implied by the formatInferred from format
10:30 AM-11:00 AMLVCC, Central Level 1, CES Creator StagePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventVehicle Tech & Advanced MobilityPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:30 AM-11:00 AMFontainebleau, Level 4, Capri 1PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventFireside Chat with the FCC ChairFireside chatDiscussion+
Format · BroadcastFireside chatA conversational stage format. Engaging to watch, still a broadcast format for the audience.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:00 AM-11:40 AMVenetian Expo, Level 1, Hall G, Startup StageExhibitionShowcase+
Format · ShowcaseExhibitionA showcase or expo floor. Browsing and light interaction rather than structured participant work.
Evidence basisOutcome inferred from formatInferred from format
all eventCTA Foundation Grantee PanelPanelDiscussion+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventFireside Chat with Substack Co-Founder Hamish McKenzieFireside chatDiscussion+
Format · BroadcastFireside chatA conversational stage format. Engaging to watch, still a broadcast format for the audience.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventMedia Panel: Reporting on the Future of AI Trends and PolicyPanelDiscussion+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventSun, Jan 04UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventClear allUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventFoundry DemoDemoShowcase+
Format · Participant workDemoA hands-on or applied walkthrough that invites attendee questions and direct engagement.
Evidence basisMediumRead from source
all eventTrainingTrainingSkill Building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisMediumRead from source
3:00 AMMedia OnlyUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
9:00 AMARIA, Level 1, Joshua 9UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventContent & EntertainmentUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventVariety Business of Creators Summit, presented by Samsung AdsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
9:00 AM-9:30 AMFontainebleau, Level 4, Azure Ballroom, Discovery StageUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventArtificial IntelligenceUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventFoundry StagesUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
9:00 AM-9:40 AMLVCC, West Level 2, W219UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventVehicle Tech and Advanced MobilityUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
9:00 AM-9:40 AMLVCC, West Level 2, W218UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventXR and Spatial ComputingUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
9:00 AM-9:40 AMVenetian, Level 4, Marcello 4404UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventDigital HealthUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
9:00 AM-9:40 AMLVCC, North Level 2, N257UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventEnergy TransitionUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventEnergy FutureUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
9:00 AM-9:40 AMVenetian, Level 4, Lando 4302UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventWearablesUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
9:00 AM-9:40 AMARIA, Level 2, Mariposa 5UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventMarketing & AdvertisingUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventCMO InsightsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
9:00 AM-9:40 AMLVCC, North Level 2, N261UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventComputingUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventPTC: Smarter, Faster, Integrated - The Future of Product InnovationUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
9:00 AM-9:40 AMLVCC, Grand Lobby, CTA StageUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventGaming & EsportsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventA fireside chat exploring how strategic collaborations across gaming and culture are transforming brand identity.Fireside ChatDeliberation+
Format · BroadcastFireside ChatA conversational stage format. Engaging to watch, still a broadcast format for the audience.
Evidence basisMediumRead from source
all eventCTA StageUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
9:00 AM-10:00 AMLVCC, North Level 2, N258UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventFintechUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventInnovation Policy SummitUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
9:00 AM-12:00 PMBy Invitation Only, Various LocationsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventWEF (World Electronics Forum) BreakfastMealWellbeing+
Format · LogisticsMealA pacing block. Can carry unstructured networking, not scored as participant work.
Evidence basisMediumRead from source
all eventThis invite-only breakfast, hosted by CTA, a leading participant in the World Electronics Forum, convenes global tech leaders & key policymakers worldwide. For more, contact JRemondino@cta.tech.MealWellbeing+
Format · LogisticsMealA pacing block. Can carry unstructured networking, not scored as participant work.
Evidence basisMediumRead from source
9:00 AM-6:00 PMVenetian Expo, Level 2, Halls A-D, Booth #54123ExhibitionShowcase+
Format · ShowcaseExhibitionA showcase or expo floor. Browsing and light interaction rather than structured participant work.
Evidence basisMediumRead from source
all eventMeet innovative startups, be inspired by panels with CEOs and longevity experts, demo groundbreaking tech and immerse yourself a vision of the future. Learn more.PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
9:00 AM-6:00 PMARIA, Level 3, Ironwood TerraceUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
9:10 AMVenetian Expo, Level 2, Accessibility StageExhibitionShowcase+
Format · ShowcaseExhibitionA showcase or expo floor. Browsing and light interaction rather than structured participant work.
Evidence basisMediumRead from source
all eventAccessibilityUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventCTA Foundation Accessibility Stage powered by Verizon AccessibilityUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
9:30 AMFontainebleau, Level 4, Azure Ballroom, Breakthrough StageBreakWellbeing+
Format · LogisticsBreakA pacing or recovery block between sessions.
Evidence basisMediumRead from source
9:40 AMLVCC, West Level 1, Mobility StageUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventMobility Stage presented by BoschUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventFireside Chat with Evan Shapiro - Zoom in on the Creator EcosphereFireside ChatDeliberation+
Format · BroadcastFireside ChatA conversational stage format. Engaging to watch, still a broadcast format for the audience.
Evidence basisMediumRead from source
all eventMedia Panel: The Future of Digital Health InnovationPanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventFuture of WorkUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventMeet the Winner of the 2026 CTA Foundation's Pitch CompetitionPitchCommercial Exchange+
Format · Participant workPitchParticipants present or are directly evaluated, an active rather than a passive format.
Evidence basisMediumRead from source
all eventMeet the startup that won the CES competition spotlighting technology that helps older adults live independently at home longer. Pitch Competition presented by Next50.PitchCommercial Exchange+
Format · Participant workPitchParticipants present or are directly evaluated, an active rather than a passive format.
Evidence basisMediumRead from source
all eventInvestment & Venture CapitalUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventFashion TechUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
10:00 AM-10:40 AMVenetian, Level 4, Lando 4304UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventConnectivity Standards Alliance: Interoperability in Action - AI, Standards & Scalable InnovationUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
10:00 AM-10:40 AMLVCC, West Level 2, W232UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventSportsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventGreat MindsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventInnovation for AllUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
10:00 AM-5:00 PMFontainebleau, Level 4, Capri 4UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventPolicyUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventMedia Partner Roundtable: Innovation for the Year Ahead: What Will it Mean for Consumers?RoundtableDeliberation+
Format · Participant workRoundtableSmall-group discussion where attendees contribute directly rather than only listening.
Evidence basisMediumRead from source
10:30 AM-11:00 AMLVCC, Central Level 1, CES Creator StageUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventCreator StageUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventVehicle Tech & Advanced MobilityUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
10:30 AM-11:00 AMFontainebleau, Level 4, Capri 1UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventHitachi and NVIDIA showcase AI breakthroughs driving efficiency, precision, and sustainability across energy, manufacturing, and mobility sectors.DemoShowcase+
Format · Participant workDemoA hands-on or applied walkthrough that invites attendee questions and direct engagement.
Evidence basisMediumRead from source
all eventAARP: AgeTech SummitUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventFireside Chat with the FCC ChairFireside ChatDeliberation+
Format · BroadcastFireside ChatA conversational stage format. Engaging to watch, still a broadcast format for the audience.
Evidence basisMediumRead from source
all eventCybersecurityUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventThe FCC's new cybersecurity seal is going live. An expert panel discusses how to qualify, including technical elements, documentation and the overall process.PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
11:00 AM-11:40 AMVenetian Expo, Level 1, Hall G, Startup StageExhibitionShowcase+
Format · ShowcaseExhibitionA showcase or expo floor. Browsing and light interaction rather than structured participant work.
Evidence basisMediumRead from source
all eventInvestingUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventEnterpriseUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventQuantumUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventCTA Foundation Grantee PanelPanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventFireside Chat with Substack Co-Founder Hamish McKenzieFireside ChatDeliberation+
Format · BroadcastFireside ChatA conversational stage format. Engaging to watch, still a broadcast format for the audience.
Evidence basisMediumRead from source
all eventRetail/E-CommerceUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventMedia Panel: Reporting on the Future of AI Trends and PolicyPanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source

The Full Reading

Why It Ranks This Way +

Calibrated from GES design 37/100 and verified 37/100 with no fourth-loop cap.

Reader Takeaway. For a reader, this is a comparison record more than a model to copy: it reads as a broadcast-heavy conference, with the strongest visible signal in future-of-work fit and personalization and the biggest open question around follow through and participation architecture. The practical test is whether the published agenda connects the room to post-event continuation and evidence.

Strongest signals: Future-of-Work Fit, Personalization, and Evidence Maturity. Weakest signals: Follow Through, Learning Transfer, and Participation Architecture.

How This Agenda Could Improve +
  • Add named owners, dates, implementation checkpoints, and a visible post-event continuation path.
  • Build transfer into the agenda through practice, feedback, job aids, reflection, and 30-90 day use cases.
  • Turn passive airtime into participant work: practice, sensemaking, decisions, critique, or artifact creation.

Fastest next move: Add named owners, dated next steps, and a visible continuation path before treating the event as outcome-ready.

Role-Specific Reading +

Event owner lens

Use this record to benchmark whether a comparable event makes the work after the room visible. The score is 37/100, so the next move is to benchmark the weakest pillars before repeating the format.

Sponsor lens

Look beyond exposure. Strong sponsor value would show qualified interaction, problem work, buyer learning, customer evidence, or follow-up. The practical sponsor move is to look for structured introductions, buyer-seller fit, and relationship persistence.

Designer lens

The agenda is useful as a pattern sample from ces.tech. Redesign attention should go first to the lowest-scoring pillars; in practice, turn the thinnest agenda blocks into participant work.

Executive lens

Treat the visible agenda as an operating plan. The executive move is to require owners, dates, and evidence before treating the event as strategic. If owners, proof, and follow-through are not visible, the public record does not yet prove strategic movement.

Aggregator lens

Treat the source URL as evidence, not decoration. The data-product move is to label the source boundary clearly before ranking the record before ranking or syndicating the record.

What GES Means Here +

The Gathering Effectiveness Score is a strict 0-100 public-evidence reading of the agenda across eight pillars. It rewards visible participant work, follow-through, transfer, network design, and proof mechanisms more than polish, speaker fame, attendance, or satisfaction.

Visible mechanisms: Participant work, Network design, Learning transfer, Personalization.

Evidence boundary: Scores reflect visible agenda/source evidence and should not be read as proof of causal event impact.

Limitations, Score Caps, and Review Flags +

Limitations

  • No visible follow-up, progress monitoring, or longitudinal tracking.
  • Passive stage formats dominate the visible agenda.
  • No baseline measurement is visible.

Score caps

  • No fourth-loop score cap applied.

Review flags

  • No source-backed follow-up, validation, baseline, tracking, or impact evidence.
  • No tracking, validation, feedback, or impact measurement found in the visible source text.
  • High cleanup rate: many extracted rows were hidden or merged as fragments.
  • Original category was unknown; publication category is inferred.
Is this proof the event worked? +

No. This is a strict public-evidence reading of the agenda. Proof would require baseline, comparison, follow-up, attribution, and impact evidence beyond the listing.

What should a reader inspect first? +

Start with the source URL, then compare the eight pillar scores against the agenda rows. The biggest opportunities usually sit in follow-through, evidence maturity, and participant work.

Why publish weak records? +

Weak records are part of the map. They show where public agendas still describe sessions and speakers more often than outcomes, commitments, transfer, or proof.

How should I use the rows? +

Read the agenda rows as the visible design trace: formats, purposes, and evidence labels show what the public source made inspectable, not everything that happened in the room. This is a source-grounded interpretation of the public agenda record, not a copy of the source, and not an endorsement of the event.

Where To Go Next

Compare this agenda against other Technology / AI / Startup events scored on the same eight pillars.