ReasoningLayer.ai - neurosymbolic reasoning for your data

Hosted by David Loiret and Doug Turnbull

Thu, Jan 22, 2026

5:30 PM UTC (1 hour)

Virtual (Zoom)

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Doug Turnbull
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What you'll learn

Why LLMs Need Symbolic Reasoning to Be Reliable

How formal logic grounds AI systems to eliminate hallucinations and inconsistency.

How Executable Knowledge Replaces Manual AI Plumbing

How a shared ontology becomes a single source of truth that automatically drives agents, dashboards, and applications

How Zero-Token Reasoning Cuts Cost and Improves Accuracy

Learn how logic and rules move off the LLM, cutting token costs while improving accuracy and auditability.

Why this topic matters

LLMs are powerful, but they reason probabilistically—not logically. As AI systems take on higher-stakes decisions, hallucinations, rising costs, and lack of auditability become real risks. This topic matters because production AI needs grounded, explainable reasoning—where language models handle language, and formal logic ensures correctness, trust, and compliance.

You'll learn from

David Loiret

Founder - ReasoningLayer.ai

Senior Engineering Manager & AI Architect Founder and CEO of Kortexya with a strong background in full-stack engineering. Expert in building high-performance applications using Rust, WASM, and TypeScript. Proven track record in defining AI strategy and leading the development of Agentic AI systems and complex AI architectures. Based in France.

Doug Turnbull

Agentic Search Trainer + Consultant

Doug leads search teams past the BS to find real opportunity in emerging search technologies. He’s enthusiastic about the evolving landscape, while staying mindful of the gap between marketing and reality. Good search strategy separates promising opportunities from dangerous sand traps. Doug helps teams find a clear, practical path forward.

He led machine-learning-driven search at Reddit and Shopify, served as CTO of OpenSource Connections, and co-authored Relevant Search and AI Powered Search.

Doug has trained and advised teams at the Wikimedia Foundation, Wayfair, and AWS, and created Quepid, SearchArray, and the Elasticsearch Learning to Rank plugin.

Previously at

Reddit
Shopify.com
GATEWATCHER
Wikipedia

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