Agentic AI in 2026: From Chatbot to Autonomous Operator
How reasoning models, open-weight LLMs, and local agent runtimes have shifted AI from reactive chat to long-running autonomous execution in 2026.
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How reasoning models, open-weight LLMs, and local agent runtimes have shifted AI from reactive chat to long-running autonomous execution in 2026.
Frontier model weights have converged. The real engineering battleground in 2026 is harness architecture: context virtualization, deterministic verifiers, and why MCP's protocol revolution turns probabilistic autoregression into reliable production systems.