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Prompt Markers, Reasoning Ceilings, and One-GPU Agents episode artwork

Jul 7, 2026 7 min

Prompt Markers, Reasoning Ceilings, and One-GPU Agents

from Pulse24 - Tech and AI News Hosted by Pusle24.ai

A researcher decoded hidden Claude Code prompt markers and Anthropic pulled them. Developers mapped GPT-5.5 reasoning tokens clustering at 516. DeepReinforce shipped MIT-licensed Ornith-1.0, targeting one 80GB GPU.

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Prompt Markers, Reasoning Ceilings, and One-GPU Agents

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