2026 will be the year of agentic search

Hosted by Jo Kristian Bergum and Doug Turnbull

Thu, Apr 30, 2026

5:00 PM UTC (1 hour)

Virtual (Zoom)

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Cheat at Search with Agents
Doug Turnbull
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What you'll learn

Retrieval will be the major upgrade to agents in 2026

Harnesses, smarter models, and reasoning all upgraded agentic capabilities. 2026 that upgrade will be search.

The power of late interaction, not just 'vector search'

Is 'vector search' done? Why models like late interaction / ColBERT seem poised to reinvent how agents think + search

What is "BrowseComp Plus" benchmark?

How retrieval - not agentic reasoning - becomes the primary factor in deep research

Why this topic matters

We know "just adding reasoning" to a dumb retriever will make search smarter. But 2026 points to trends beyond that. Smarter retrievers suited for agentic queries seem poised to take agents to another level. If 2025 was the year of the harness, will 2026 be the year of retrieval focused on agents? Come hang out, bring your questions, and we'll discuss search is headed

You'll learn from

Jo Kristian Bergum

Search + Retrieval Expert. CEO, Hornet.dev

Jo Kristian Bergum is currently the CEO of Hornet, a company building advanced retrieval engines designed for AI agents. Based in Trondheim, Norway, Bergum is recognized for his expertise in search technology, previously contributing notable work to projects like Vespa and writing on topics such as semantic search, ranking models, and large-scale vector databases.

Doug Turnbull

Search + Snuggie Enthusiast

In 2012, Doug got bit by the search bug and he's still trying to keep up. From full-text search, to Learning to Rank models, to search agents that generate their own code, he knows the endless landscape first hand. Yet Doug wants to deeply understand the what / how / why, and help teams use these technologies practically, distinguishing hype from reality.

He’s led search at Reddit, Shopify, and Wikipedia, authored Relevant Search and AI Powered Search, and advised 100+ organizations over the years - all in pursuit of the same question: how does search actually work?

Previously at

Vespa.Ai
Yahoo
Wikipedia
Reddit
Shopify.com

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