Why architecture matters more than prompts for real-world AI systems

Senior software architect Virat Gohil argues that successful GenAI depends on robust system architecture, not just models.
VentureBeat

New transformer architecture can make language models faster and resource-efficient

Large language models like ChatGPT and Llama-2 are notorious for their extensive memory and computational demands, making them costly to run. Trimming even a small fraction of their size can lead to ...
Applied Clinical Trials Online

ACT Brief: AI Architecture and Model Ownership Due Diligence, FDA Framework for Generative AI Medical Devices, and Heidi Overton Nominated for FDA Commissioner

In today's ACT Brief, we examine why AI architecture and ownership matter more than model sophistication in clinical ...
Rutland Herald

Pathway's 150M-Parameter Model Breaks the ARC-AGI-1 Cost-Efficiency Frontier

Pathway is an AI lab building Post-Transformer model architecture. Its BDH architecture keeps memory and reasoning inside the ...
VentureBeat

The enterprise voice AI split: Why architecture — not model quality — defines your compliance posture

For the past year, enterprise decision-makers have faced a rigid architectural trade-off in voice AI: adopt a "Native" speech-to-speech (S2S) model for speed and emotional fidelity, or stick with a ...
Institutional Investor

Open Architecture and Next-Gen Technology Help Support Model Delivery

The integration of open architecture and advanced technology has become pivotal in delivering customized and scalable model portfolios. This approach helps enhance the personalization of investment ...