Monday 12 October · SBP-BRiMS

Pittsburgh · EDT · Mostly sequential sessions: all four may attend; ownership assigns complementary notes.

Time	Published programme	Assignment / interpretation
08:30–09:00	Registration	All four
09:00–10:20	Talk 1: Identity, Health, and Social Environments (4 papers)	P1 identity/persona complexity; P2/P3 social/health data; P4 measurement. Supporting rather than confirmed direct simulation.
10:20–10:30	Coffee	All four
10:30–12:30	Panel 1: Gen AI	P1/P4 lead notes; detailed scope unconfirmed
12:30–13:30	Lunch	All four
13:30–15:30	Panel 2: Mixed Human-AI Teams	P1/P3 lead interaction/coordination notes
15:30–15:40	Coffee	All four
15:40–17:00	Talk 2: Social Media Narratives & Campaigns (4 papers)	P2/P3: narrative diffusion and archetype transfer; P4 empirical baselines
17:00–18:20	Rob Axtell: Social Science with ALL the Data	All four; theory versus micro-data validation
18:30–20:00	Poster session / reception Recommended reception visits Two sequential stops per person, if available. Individual reception membership and author presence unconfirmed. Confirm onsite; no individual times or boards published.	P1 · human fidelity 1. Personal History and Community RAG Improve Reddit Reply Simulation Direct, abstract-confirmed: history-grounded human replies. 2. Then: Finfluencing Portfolio Asset Allocation Adjacent: financial decision behavior.
		P2 · personas / populations 1. Objective Functions as Governance Choices: An Agent-Based Exploration of Efficiency and Equity in Humanitarian AI Adjacent: population efficiency/equity trade-offs. 2. Then: Empirical and behavioral-simulation based evidence for portfolio-style allocation in student study time Adjacent: empirical study-time allocation baseline.
		P3 · interactions / emergence 1. Tracking Competing Narratives in the Russia--Ukraine Conflict Using Stance-Aware Epidemiological Models Adjacent: competing-narrative diffusion dynamics. 2. Then: Toxic Unity Beyond Borders: Analyzing Behavioral Homogenization Across Global South Digital Protests Adjacent: behavioral convergence in protests.
		P4 · validation 1. Conditions for Social Trajectory Collapse: Agent-Based Simulation of Time-Geographic Trajectory Distributions Adjacent: trajectory-distribution collapse conditions. 2. Then: Interpretable Crisis Behavior Analysis Using Mobility and Social Media Data Adjacent: mobility/social-data validation reference.

24 oral papers / six sessions; 16 lightning titles; 40 unique scheduled titles. Two topical-direct papers: Reddit reply simulation (abstract-confirmed) and RegionalOpinionQA (title-established). Reception and lightning are not disjoint paper counts.

Official daily schedules: Day 1 PDF · Day 2 PDF · Day 3 PDF

Tuesday 13 October · SBP-BRiMS

Pittsburgh · EDT · Mostly sequential sessions: all four may attend; ownership assigns complementary notes.

Time	Published programme	Assignment / interpretation
08:30–09:00	Registration	All four
09:00–10:20	Talk 3: LLM/QML/Measurement Methods (4 papers)	P1/P2 RegionalOpinionQA; P4 dimensionality/validation; P3 sequential-expert methods. No individual paper start inferred.
10:20–10:30	Coffee	All four
10:30–12:30	Panel 3: Democracy	P2/P3 lead opinion/institution notes
12:30–13:30	Business lunch	All four
13:30–15:30	Panel 4: AI Companions	P1/P4 lead human fidelity/validation questions
15:30–15:40	Coffee	All four
15:40–17:00	Talk 4: Security & Networks (4 papers)	P3 What LLMs Understand about Dynamic Networks; P2 news ecosystems; security talks otherwise lower priority
17:00–18:20	Michael Prietula keynote (title TBD)	All four; published abstract covers memory, cognitive bias, persuasion and interventions

Priority linked papers

Owner	Linked paper / relevance	Why attend
P1/P2	RegionalOpinionQA: Benchmarking Distributional Prediction of Large Language Models to Subnational Public Opinion direct title	Direct LLM subnational public-opinion distribution benchmark
P3	What LLMs Understand about Dynamic Networks supporting adjacent	LLM understanding of evolving networks and validity
P2	Interaction Diversity in News Ecosystems: Accounting for Organizational Structure and Ownership supporting adjacent	News ecosystem organizational structure/diversity

RegionalOpinionQA directly addresses population opinion prediction, based on title evidence; full manuscript not recovered. Network/security work is adjacent. Keynote title remains TBD; its abstract covers memory, cognitive bias, persuasion and interventions.

Official daily schedules: Day 1 PDF · Day 2 PDF · Day 3 PDF

Wednesday 14 October · SBP-BRiMS

Pittsburgh · EDT · Mostly sequential sessions: all four may attend; ownership assigns complementary notes.

Time	Published programme	Assignment / interpretation
08:30–09:00	Registration	All four
09:00–10:20	Talk 5: Agents & Cognitive Modeling (4 papers)	P1 cognition; P2 recidivism/population behavior; P3 minimal RL social agents; P4 information-effect scalability. Supporting non-LLM models are comparison baselines.
10:20–10:30	Coffee	All four
10:30–12:30 (as printed)	Talk 6: Operational Attention & Behavioral Telemetry (4 papers)	P1 human gaze/memory; P4 survey archetypes. Published end overlaps lightning. Four 20-minute talks would end 11:50, but do not silently adopt that inference.
11:50–12:30	Poster lightning talks (16 titles) Short talks, not a walk-around poster session.	P2/P3 cover lightning if actual overlap; P1/P4 cover Talk6 until changeover clarified. Reddit paper direct; others supporting/uncertain. No individual time inferred from list order.
12:30–13:30	Boxed lunch & awards	All four; consolidate one-page shared synthesis

Adjacent methods worth comparing with LLM agents

Owner	Linked paper / relevance	Why attend
P2	An Agent-Based Model of Recidivism supporting adjacent	Human-behavior recidivism ABM; LLM involvement unknown
P3	Minimal agents can generate and self-regulate novel social behaviors using just Reinforcement Learning supporting adjacent	Emergent social behavior with minimal RL agents, useful non-LLM baseline
P4	Information Effect Scalability with a Cognitive Architecture and Agent-based Modeling supporting adjacent	Cognitive architecture/ABM information-effects bridge
P1	Visual Attention is Not Memoryless: Higher-Order Sequence Modeling of Teamlead Gaze in VR Cardiac Arrest Simulation supporting adjacent	Human gaze memory and team behavior in VR
P4	Interpretable Archetype Discovery for Mixed-Type Survey Modeling supporting adjacent	Survey heterogeneity/population archetypes

Timing conflict: Talk 6 is printed 10:30–12:30, overlapping lightning 11:50–12:30. Until confirmed, P1/P4 stay for Talk 6; P2/P3 cover lightning. No individual talk times inferred.
Coverage: 15 working/poster proceedings entries versus 16 lightning titles; Copper Infrastructure Theft is schedule-only. Individual reception membership is unprinted. Archival papers were title-screened; 14 working-paper abstracts reviewed. This is not full-text/exhaustive validation.

Official daily schedules: Day 1 PDF · Day 2 PDF · Day 3 PDF