1800 1900 2000 Printing Press Steam Engines Telegraph Electrification Mass Steel Production Mass Production & Assembly Lines Internal Combustion Engine Flight Synthetic Fertilizer Transistors AI and robotics to free humanity from menial repetitive work and to dramatically increase the production of goods and services could presage an era of peace and plenty. The capacity to accelerate scientific Costs Margins Marketing Spend Effectivity ROIC Revenues Sales Productivity Customer Service Production / Output Revenue-Focused Cost-Focused ‘Traditional’ Enterprise AI Adoption = Rising Priority70

improvements from contributors at UW, AWS, and OctoML. e Initial implementation is quickly moving towards production quality. o _VM compiler VM runtime VM serialization Dynamic Shape Support Dynamic Shape Allocation

These evals—and others—gave Morgan Stanley the confidence to start rolling the use cases 
 into production. 6 AI in the EnterpriseHow it’s going Today, 98% of Morgan Stanley advisors use OpenAI every

use to human-in-the-loop intervention, helping ensure agents operate safely and predictably in production. The path to successful deployment isn’t all-or-nothing. Start small, validate with real users

stealth and precision to eliminate enemy forces and avoid detection. The player must use their environment to their advantage, setting traps, utilizing cover, and making calculated moves to survive. Along robots, ideal for challenging firearm combat. 2. **Cyberpunk City**: A neon-lit, futuristic urban environment with towering skyscrapers and dense alleyways, featuring cybernetically enhanced enemies and robots, ideal for challenging firearm combat. 2. **Cyberpunk City**: A neon-lit, futuristic urban environment with towering skyscrapers and dense alleyways, featuring cybernetically enhanced enemies and

Lots of contributors at FB and elsewhere- Performance matters a lot - Heterogenous computing environment - High variety of workloads - Ever-increasing set of primitives (over 500 aten kernels) - Interpreter

Software - CMA Contiguous Memory Allocation – Linux Kernel Module DEPLOY VTA ON INTEL FPGA Setup Environment Variables Navigate to 3rdparty/cma and build kernel module Copy kernel module to DE10-Nano and