The Orchestration Layer Is the New Platform War — скачать в хорошем качестве

The Orchestration Layer Is the New Platform War —

At GTC 2026, I sat down with Adel El Hallak, Senior Director of Product Management at NVIDIA AI, and the conversation went straight to the question every SaaS investor should be asking: when you have 50+ autonomous agents running across your enterprise, who orchestrates the swarm? Adel reveals that NVIDIA's internal deep researcher IQ deploys a swarm of specialist agents — facts, critiquing, frameworks, synthesis — orchestrated by Anthropic's Opus with Nemotron handling every sub-agent. That system hit #1 on both DeepResearch benchmarks. Then he drops the ServiceNow proof point: 90% of L1 support tickets resolved by autonomous agents that take action on the backend, not just suggest fixes. In my BEP Research piece "The Orchestration Layer: Why ServiceNow Spent $11.6B to Become CUDA for Workflows" https://bepresearch.substack.com/p/th... servicenow, I argued that the orchestration layer is the next platform war. Adel confirms it. NVIDIA isn't trying to own orchestration — they're building the full stack underneath it: Nemotron models co-designed with the silicon, NIM microservices for deployment, Open Shell for security, and the NeMo Agent Toolkit for building agent swarms. We talk about extreme codesign extending from chips into models — connecting to my CES 2026 analysis (https://bepresearch.substack.com/p/nv.... And Adel references Jensen's 2018 vision that AI would write code — now reality, with NVIDIA engineers 10x more productive. In "Is Software Dead? Who Survives When AI Eats the Premium?" I wrote that I was watching orchestration more closely than the copilot space. This interview is why. 00:00 GTC Intro and Guest 00:35 Adel's Path to NVIDIA 01:18 From HPC to Deep Learning 02:11 Building NVIDIA AI Stack 02:38 Open Agents and Nemotron 04:26 Multi-Model Agent Systems 06:59 Hardware-Software Flywheel 10:05 How NVIDIA Collaborates 11:19 Enterprise Agents in Action 13:00 Guardrails and Open Shell 16:53 Verification and Observability 18:03 Tokenomics and AI Factories 21:01 Next Models and Modalities 22:44 Compute Hunger and Wrap Up 24:47 Closing Thanks and Outro REFERENCED IN THIS INTERVIEW: ServiceNow L1 Ticketing Demo:    • How ServiceNow’s AI Agents Resolve 90% of ...   Jensen Huang 2017 GTC Keynote ("AI writes code"):    • GTC 2017: Big Bang of Modern AI (NVIDIA ke...   Subscribe to BEP Research: https://bepresearch.substack.com Follow me: @benitoz #NVIDIA #GTC2026 #AgenticAI #Orchestration #Nemotron #BEPResearch 00:00 The Orchestration Layer Is the New Platform War — NVIDIA's AI Agent Strategy | GTC 2026