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12:00–12:18Deploying AI at the Edge: Model Compression and Hardware-Aware OptimizationShivay Lamba
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12:20–12:38When a Small Language Model Beat Our LLM in ProductionAvni Bhatt
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12:40–12:58Multi-Model Collaboration with Claude Code: How to Measure What Actually WorksJack Rudenko
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13:00–13:18Edge AI with Direct Device ControlJeremy Kelaher
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13:20–13:38COBOL and AI: Building a Self-Serve Knowledge Layer for 2,000 Batch JobsMatthew Gillard
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13:40–13:58Legacy Software + Agentic DiscoveryChris Rickard
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15:00–15:18Why LLMs Fall for Stories (And 5 Production Patterns That Actually Stop Them)Mal Curtis
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15:20–15:38Hacking the Model: AI Red Teaming in PracticePas Apicella
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15:40–15:58Why Most AI De-Identification Fails in Production, And How We Built One Lawyers Actually TrustMoin Zaman
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16:00–16:18Are Your AI Agents Secure? Defending the Privileged AgentDaizen Ikehara
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16:20–16:38Your Agents Pass Every Benchmark—Then Memory Breaks Them in ProductionAnanya Roy
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16:40–16:58AI Agents Are Distributed SystemsLovee Jain