Will Bryk
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- RAISE Summit39 min
The AI Gold Rush: Models Are Shovels, Data Is the Gold | RAISE Summit 2026
Gareth Davies, Will Bryk, Dmitry Panenkov, Mark Surman, Alex Bouzari, Akhil Ahuja
This panel features industry leaders from Okta, DDN, Mozilla, Emma, and Exa discussing the strategic pivot from model-centric AI to a data-driven economy where proprietary data quality and security determine competitive advantage. Experts highlighted critical infrastructure challenges, noting that 48% of enterprises fail to secure AI agents while emphasizing the urgent need for sovereign data solutions and fair data markets to unlock the exponential costs of agentic inference. The discussion concluded that future enterprise success relies on "data network effects" and robust governance frameworks, as organizations transition from experimental sandboxes to production environments driven by headless, agent-based architectures.
- RAISE Summit17 min
Perfect Search, Built for AI Agents | Will Bryk, Exa | RAISE Summit 2026
Exa is rapidly scaling its semantic search infrastructure to power the next generation of AI agents, which are projected to outnumber human web searches within the year. By leveraging deep learning embeddings and a new marketplace for proprietary data, the platform enables precise, low-latency queries that reduce LLM costs while aiming for 99.9999% decision accuracy. This technology drives the company's mission to transition the digital landscape from keyword-based recommendations to "perfect search," targeting the 2028 U.S. presidential election as a pivotal milestone for enhancing societal decision-making.