Track Focus 01
Representative authors for this theme: James Zou, Kunle Olukotun, Yann LeCun, Daron Acemoglu, Carl Benedikt Frey, and Maria Martirosyan.
Agentic Context Engineering · A Path Towards Autonomous Machine Intelligence · Automation and New Tasks · The future of employment
Track Focus 02
Representative authors for this theme: Pranav Rajpurkar, Leo Anthony Celi, Matthieu Komorowski, Karsten Borgwardt, Jian Tang, Paolo Santi, and Marta C. Gonzalez.
CheXNet · Understanding the Artificial Intelligence Clinician · Endowing Protein Language Models with Structural Knowledge · Planning for Electric Vehicles Coupled with Urban Mobility
| Time | Track A | Track B |
|---|---|---|
| 09:30 | Opening plenary: "Future as a Discipline" - Prof. Maria Martirosyan, PhD | |
| 11:00 | Adaptive context for public institutions James ZouKunle Olukotun | Shared mobility, energy stress, and urban resilience Paolo SantiMarta C. Gonzalez |
| 12:30 | Trust, governance, and long-context systems Maria MartirosyanJames Zou | Yerevan resilience briefing Maria Martirosyan |
| 14:30 | Automation, new tasks, and institutional timing Daron AcemogluCarl Benedikt Frey | Electric mobility and metropolitan planning Marta C. GonzalezPaolo Santi |
| 16:30 | Evening plenary: Research methods for governing technological transitions | |
| Time | Track A | Track B |
|---|---|---|
| 09:30 | Morning keynote: Building usable foresight from live evidence | |
| 11:00 | Long-horizon assistants, rollout costs, and capability management James ZouKunle Olukotun | Clinical AI: imaging, sepsis, and bedside decision support Pranav RajpurkarMatthieu KomorowskiLeo Anthony Celi |
| 13:00 | Labor transitions after automation exposure Daron AcemogluCarl Benedikt Frey | Protein language models and translational discovery Karsten BorgwardtJian Tang |
| 15:30 | Public-sector evaluation and institutional trust Maria MartirosyanJames Zou | Data infrastructure, model validation, and clinical safety Leo Anthony CeliMatthieu Komorowski |
| 18:30 | Evening showcase: Constructive Futures Lab (live demos) | |
| Time | Track A | Track B |
|---|---|---|
| 10:00 | Policy lab: Professions for 2040 Daron AcemogluCarl Benedikt Frey | Mayors panel: Digital twins, EV demand, and metropolitan planning Marta C. GonzalezPaolo Santi |
| 11:30 | Context memory, world models, and autonomous machine intelligence James ZouKunle OlukotunYann LeCun | Translational biology after representation learning Karsten BorgwardtJian Tang |
| 14:00 | Synthesis plenary: From evidence to declaration - Maria Martirosyan with track rapporteurs | |
| 16:00 | Closing plenary and Yerevan 2026 declaration | |