LLM
PrismML — Concentrating …
- Intelligence Density: PrismML focuses on “intelligence density,” building ultra-dense models that maximize performance while minimizing size and energy consumption.
- 1-Bit Bonsai Architecture: The company has launched the first commercially viable 1-bit weight LLM family (Bonsai 8B, 4B, …
LLM Optimization Gist - …
- LLM Efficiency: Technical exploration of optimizing Large Language Model inference and performance.
- Hardware Acceleration: Insights into leveraging specific hardware architectures for faster model execution.
- Implementation Details: Detailed breakdown of memory management and compute kernels …
LLM Wiki: Persistent …
- Core argument: RAG retrieves from raw documents on each query but still rediscovers knowledge from scratch every time; a persistent wiki is better.
- Persistent compounding: The wiki is a “persistent, compounding artifact” — synthesis becomes durable rather than disposable.
- Human role: …