NeurIPS 2026 Expo Schedule Overview

NeurIPS 2026 Expo Dec. 6, 2026

Start Time
Sun 11:00 a.m.	Mistral AI: When Models Optimize: From Automated Red Teaming to Reward Hacking	Turing: CEO Bench: Evaluating frontier agents on real company work	Together AI: AI That Optimizes AI: Agentic Kernel and Model Optimization in Production		Lambda: The Model Is Not the Agent: Building Better Agents from Experience, Systems, and Evaluation	Abaka AI: Training Data Expires Faster Than Ever: Five Shifts in How Frontier Models Learn, 2024–2027	Modal: Any GPU, Any Cloud: Training on a Planetary Fleet
Sun 12:00 p.m.	DRW: Continual Learning in Non-Stationary Environments	Snorkel AI: The Art & Science of Benchmarking Agents	MATS Research: Scaling AI Safety & Security	Intel: Beyond “The Robot Moved”: Building VLA Systems That Detect Failure and Recover Amazon: Closing the Agent Learning Loop: Strands, Amazon Bedrock AgentCore, and Feedback-Aware Post-Training Modal: Agent-driven training on Modal Turing: CyberStrike: Evaluating whether frontier agents can complete real cybersecurity work Canva: From Flat Pixels to Editable Layers: A Live Image-to-Layers System at Production Scale Reflection: Mirror: Start an Agent Session Anywhere, Never Lose It Mistral AI: Building Self-Improving User Simulators Abaka AI: Stump the Model: Become an AI Trainer in Five Minutes Lambda: Agent Harnesses in Practice: From Everyday Tasks to Autonomous Research Teams Cohere: Building High-throughput Top Performing Machine Translation System Together AI: Inside the RL Stack: Training Open Models with Custom Rewards, Losses, and Code Sandboxes Google: LEAP: Supercharging LLMs for Formal Mathematics with Agentic Frameworks Commonwealth Bank: Break the Guardrails: Can You Outsmart the Model? JPMorganChase: When Agents Cannot Guess: Grounded Financial Research Under Regulatory Constraints Shopify: Tangent: Autonomous Auto-Research Agent for ML Pipelines Qualcomm: QuLM-ST: Real-Time Speech Translation on Smart Glasses	Microsoft: A Training-Free Framework for Spatially Grounded 2D Shape and 3D Object Encoding	Prior Labs: Tabular Foundation Models Have Taken the Lead: What Changed This Year and How to Use TabPFN	TD Bank /: Causal Inference has Entered its Foundation Model Era – What Industry Needs to Know
Sun 01:00 p.m.	Citadel and Citadel: Applying AI to Financial Markets: A Citadel and Citadel Securities Perspective	IBM: Composing Modular Capabilities into One Deployable LLM	Toloka: Fine-Tuning Small Models on Real Enterprise Tool Use: A Data and Evaluation Pipeline		NTT DATA AIVista: Constructing Data and Rule Ontologies for Enterprise Agents	Two Sigma: One Market, Many Clocks: Domain-Grounded Multimodal Learning in Quantitative Finance	Apple: Advancing the Frontiers of On-Device AI: Efficiency, Multimodality, and Emerging Models
Sun 02:00 p.m.	Chan Zuckerberg Biohub,: From Proteins to Cell State: Toward World Models of Biology	Amazon: Forgetting on Purpose: A Hands-on Tutorial on LLM Unlearning	Baseten: RL in the wild: principles of post-training that work in the real world		Sony Group Corporation: Protective and Creative AI for Creators: Foundation Models, Protection Mechanisms, and Audio-Visual Generation	Capital One: Compute Efficiency & Scalable System Design (Smart Compute Allocation: High-Throughput, Low-Latency AI Across the Model Lifecycle)	MATS Research: Priorities in AI Safety & Security
Sun 05:00 p.m.	Google: Towards Foundational Robotics Models with 3D Reasoning	Intel: Breaking the Bottlenecks of Autoregressive LLM Inference	Reflection: Owning the Harness: Durable, Open Infrastructure for Long-Running Agents		Qualcomm: Beyond Chat: Always-On Context Engines for Proactive AI Assistants	Canva: Can We Turn Images into Words—and Back Again? Holistic Visual Descriptions for Understanding and Generation	JPMorganChase: Building Enterprise AI for Finance: Structured Models, Adaptive Memory, Trusted Agents, and Scalable Orchestration
Sun 06:00 p.m.	Scale AI: Environments Are the New Data: Building, Verifying, and Training Agents at Scale.	Jump Trading: Adapting AI Research to Quantitative Finance	Cohere: From Research to Industry: Building Scalable Production Systems and Teams		Commonwealth Bank: Turning Academic AI Research into Trusted Real-World Impact	LinkedIn: Agents in Production: Evals, Harnesses, and the Reinvention of Recommendation	Shopify: Continual Reinforcement Learning for AI Shopping Assistants