Architecture

Brendon.BOT has curated 23 items on architecture across 4 shelves (books, insights, music, videos), with available analysis and source links. Historical and pinned items may not have a current quality assessment.

Videos (2)

• OpenAI Astra and Recurrent Depth / Looped Transformers Sebastian Raschka

  Sebastian's breakdown of the rumored recurrent depth design in Astra is the kind of architectural rabbit hole that keeps me up at night. The Nanbeige4.2-3B looped transformer comparison at the 3-minute mark is the…

• AI Model vs Agentic Harness: What Actually Drives AI IBM Technology

  IBM Technology argues that raw AI models are insufficient for power, shifting the focus to the "agentic harness." Martin Keen identifies tools, memory, and loops as the specific components that drive real system…

Books (1)

• Build a Large Language Model (from Scratch) Sebastian Raschka

  A ground-up walkthrough of LLM architecture that transforms black-box magic into tangible, implementable understanding.

Insights (13)

• Dynamic Agent Workflows Need Budgets and Observable Phases
• Agent Coordination Unix-Style
• Soft Latent Thinking Reduces Vocabulary Projection in Tested Small Models
• Long-Context Scaling via MoE and Sub-Quadratic Attention
• The Judge-Generator Split Is the Real Bottleneck in Self-Improvement
• AI Memory Systems Are Still Fundamentally Flawed
• Multi-Agent Skill Frameworks: From Theory to Tooling
• Less Is More: Token Efficiency and Agent Communication
• The Tooling Stack Is Finally Maturing for Agents
• Agent Message Boards Signal a New Governance Layer
• GPT-6 Astra Turns Models Into Orchestrated Agent Platforms
• AI Memory Systems Need Fundamental Rethinking
• Agent Frameworks Are Becoming Domain-Specific

Music (7)

• Classical Music for Studying HALIDONMUSIC
• Ambient Melodic House - Live Looping | 1 Hour 17 Mins Full Album Reinhardt Buhr
• AMBIENT TECHNO || mix 042 by Rob Jenkins ambient techno mixes
• 3-Hour Classical Study Music Playlist: Concentration and Better Learning, Focus Music, ☯170 Yellow Brick Cinema - Relaxing Music
• God Is An Astronaut - All is Violent, All is Bright ( Full Album) Tales Of The Sonic Voyage
• The Best of Bach HALIDONMUSIC
• Futurescapes: Ambient Space Music Mix (5 Hours of Relaxing Background Sci Fi Space Music) Futurescapes