Architectures
Computer-on-module architectures drive sustainability
[ad_1] Sustainability has moved from corporate marketing to a board‑level mandate. For technology companies, this shift is more than meeting environmental, social, and governance frameworks; it reflects the need to align innovation with environmental and social responsibility among all key stakeholders. Regulators are tightening reporting requirements while investors respond favorably to sustainable strategies. Customers also…
The Secret to Scaling LLM-Based Products: Plugin Architectures Over Monoliths
[ad_1] Hey guys🙋♂️ Picture this: your team has just released a slick new LLM-powered application—maybe it’s a summarizing tool built into your dashboard, or a smart chatbot for customer support. It dazzled in demos. Leadership was thrilled. But a week later, a user triggers a weird edge case. You patch it. Then another team wants…
Salesforce AI Released APIGen-MT and xLAM-2-fc-r Model Series: Advancing Multi-Turn Agent Training with Verified Data Pipelines and Scalable LLM Architectures
[ad_1] AI agents quickly become core components in handling complex human interactions, particularly in business environments where conversations span multiple turns and involve task execution, information extraction, and adherence to specific procedural rules. Unlike traditional chatbots that handle single-turn questions, these agents must hold context over several dialogue exchanges while integrating external data and tool…
Transformers and Beyond: Rethinking AI Architectures for Specialized Tasks
[ad_1] In 2017, a significant change reshaped Artificial Intelligence (AI). A paper titled Attention Is All You Need introduced transformers. Initially developed to enhance language translation, these models have evolved into a robust framework that excels in sequence modeling, enabling unprecedented efficiency and versatility across various applications. Today, transformers are not just a tool for…
Integrations: From Simple Data Transfer To Modern Composable Architectures — Smashing Magazine
[ad_1] In today’s web development landscape, the concept of a monolithic application has become increasingly rare. Modern applications are composed of multiple specialized services, each of which handles specific aspects of functionality. This shift didn’t happen overnight — it’s the result of decades of evolution in how we think about and implement data transfer between…