Posts

Browse all articles covering artificial intelligence, AGI development, machine learning, and technology insights with practical perspectives.

• Advanced Prompt Engineering: Why Perspective Changes Everything

  
  Published: 25 Jan, 2026 |  at  11:00 AM

  Why "review this code" and "review this code for security" don't yield the same results. How the prompt guides the model's exploration and why multiplying perspectives improves response quality.

• Engram: DeepSeek’s proposal to stop recomputing simple facts

  
  Published: 20 Jan, 2026 |  at  03:40 PM

  Why LLMs “recompute” simple facts, and how Engram (DeepSeek) proposes an on-demand external memory to retrieve them quickly.

• Analysis: Capabilities, Limitations, and Premature Patterns of AI Agents

  
  Published: 18 Jan, 2026 |  at  11:00 AM

  Systematic analysis of 100+ publications (2023-2025) on single and multi-agent AI systems. Identification of viable, fragile, and structurally impossible patterns. Technical reference document.

• AI Agent Design Guide: What Works, What Fails

  
  Published: 18 Jan, 2026 |  at  10:00 AM

  Analysis of publications on AI agents: the golden rule of deterministic feedback, patterns that work, those that fail, and 7 design principles for building reliable systems.