Posts

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

• The Onboarding Manual that Turns AI into an Expert: Understanding Agent Skills

  
  Published: 6 Jan, 2026 |  at  09:00 AM

  Anthropic published its Agent Skills specification as an open standard on December 18, 2025. Agent Skills enables transforming a generalist AI into a specialist for your business processes by creating an "onboarding kit" that the AI automatically loads when needed, avoiding repeating the same instructions in every conversation.

• 8 Projectors To Read A Sentence : How an LLM Understands Your Message

  
  Published: 3 Jan, 2026 |  at  03:17 PM

  Discover how multi-head attention, through the metaphor of 8 projectors, enables ChatGPT and LLMs to decode complex sentence nuances in parallel.

• End of Transformers? Attention + State-Space Hybrids in 2025

  
  Published: 30 Dec, 2025 |  at  10:00 AM

  The debate over the announced death of Transformers resurfaces. By late 2025, Attention-SSM hybrid architectures gain ground for efficiency, but pure Transformers still dominate complex reasoning. Reality: coexistence and specialization, not replacement.

• The Free Transformer: Can Latent Variables Liberate LLMs?

  
  Published: 22 Dec, 2025 |  at  10:00 AM

  Meta's Free Transformer injects latent variables to enable LLMs to make global decisions before generating. Impressive results on reasoning and code, but open questions on scalability.