Latest Posts

From Scripts to Systems: A Practical Architecture for AI Agents
A field guide to building system-level agents: perception, memory, planning, tools, execution, and evaluation.
1499 words
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7 minutes
Personalized Learning and Assessment Reform: Five Ways AI Transforms the Classroom
A systemic redesign from teaching to assessment: diagnostic evaluation, dynamic content, and orchestrated learning paths.
409 words
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2 minutes
AI Infrastructure at a Turning Point: GPUs, NPUs, and Near‑Memory Compute
Key hardware and system trade‑offs: general‑purpose GPUs, specialized NPUs/ASICs, near‑memory, and distributed orchestration.
388 words
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2 minutes
Collaborative Diagnosis: A Closed Loop Across Imaging and Pathology
From assistance to collaboration: multimodal fusion of imaging–pathology–clinical data and workflow redesign.
308 words
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2 minutes
Platforms and Open Ecosystems: How AI Companies Build Durable Moats
From product to platform: developer network effects, supply‑chain coordination, and governed openness.
613 words
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3 minutes
Prompt Engineering 2.0: From Instructions to Protocols
Upgrade prompts into interaction protocols: roles, state, tools, memory, and evaluation loops.
293 words
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1 minute
How Google is Building the Personal Health Coach with Gemini: PH-LLM's Technical Breakthrough and Future Outlook
In-depth analysis of Google Research's latest PH-LLM (Physiological Health Large Language Model), exploring its practical applications in Fitbit, technical architecture, and revolutionary impact on personal health management.
1702 words
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9 minutes
OpenAI's Approach to Sensitive Conversations | A Forward Look
Deep analysis of how OpenAI is building safer, more responsible AI systems for sensitive dialogue scenarios - from GPT-5 System Card to ChatGPT practical implementations
444 words
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2 minutes