Model-Native Harness: Why OpenAI and Anthropic Are Killing ReAct Loops
May 2026's biggest agent-architecture shift: planning, tool selection, and self-correction move inside the model. Framework code shrinks. Here is what changes.
Browse older CallSphere articles on AI voice agents, contact center automation, and conversational AI.
From the blog
May 2026's biggest agent-architecture shift: planning, tool selection, and self-correction move inside the model. Framework code shrinks. Here is what changes.
OpenAI just launched GPT-Realtime-2 — should you build your voice agent on the raw API or use a managed platform like CallSphere? An honest buyer guide.
A close look at the pitchbook builder template Anthropic shipped on May 5, 2026: model, tool stack, document flow, and where the human-in-the-loop sits.
With the voice AI market at $47.5B by 2034 and OpenAI's realtime release this week, every dealership and service shop should be evaluating voice agents. Here's how.
A buyer-side comparison: building a phone agent on OpenAI's GPT-Realtime-2 API vs buying CallSphere. TCO, time-to-launch, and what you actually own.
Head-to-head comparison of ReAct framework loops vs model-native agent architectures in 2026. Reliability, latency, cost, and what to ship.
A three-way comparison of Gemini Enterprise, Anthropic managed agents and OpenAI Frontier Platform after Cloud Next 2026 — strengths, gaps, buyer fit.
A2A is the open standard for agent-to-agent coordination. Here is how the Agent Card JSON works, how discovery happens, and what to publish.
Anthropic's May 2026 push positions Claude as a vertical platform for financial services. The strategic positioning versus OpenAI and Google.
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