Architecture
Purpose-built AI inference architecture: Reengineering compute design
Over the past several years, the lion’s share of artificial intelligence (AI) investment has poured into training infrastructure—massive clusters designed to crunch through oceans of data, where speed and energy efficiency take a back seat to sheer computational scale. Training systems can afford to be slow and power-hungry; if it takes an extra day or…
Meta AI Researchers Release MapAnything: An End-to-End Transformer Architecture that Directly Regresses Factored, Metric 3D Scene Geometry
A team of researchers from Meta Reality Labs and Carnegie Mellon University has introduced MapAnything, an end-to-end transformer architecture that directly regresses factored metric 3D scene geometry from images and optional sensor inputs. Released under Apache 2.0 with full training and benchmarking code, MapAnything advances beyond specialist pipelines by supporting over 12 distinct 3D vision…
Making your architecture ready for 3D IC
The landscape of IC design is experiencing a profound transformation. With the physical and economic limits of conventional two-dimensional scaling, the industry is rapidly embracing three-dimensional integrated circuits (3D IC) to unlock higher performance, lower power consumption, and denser silicon utilization. For semiconductor professionals, understanding the distinct nuances of 3D IC microarchitectures is no longer…
Spritle’s Plugin-First MCP Architecture: The Hidden Tech Behind Fast AI Rollouts
Introduction In the fast-moving world of AI, time-to-market can be the difference between industry leadership and playing catch-up. For business owners and product leaders, the promise of AI is no longer just theoretical — it’s operational. But behind every smooth AI rollout lies an often-overlooked secret: architectural design. At Spritle, we’ve engineered that edge with…
Power Tips #140: Designing a data center power architecture with supply and processor rail-monitoring solutions
Machine intelligence enables a new era of productivity and is becoming an integral part of our lives and societies across many disciplines and functions. Machine intelligence relies on computing platforms that execute code, decipher data, and learn from trillions of data points in fractions of a second. The computing hardware for machine intelligence needs to…
Mem0: A Scalable Memory Architecture Enabling Persistent, Structured Recall for Long-Term AI Conversations Across Sessions
Large language models can generate fluent responses, emulate tone, and even follow complex instructions; however, they struggle to retain information across multiple sessions. This limitation becomes more pressing as LLMs are integrated into applications that require long-term engagement, such as personal assistance, health management, and tutoring. In real-life conversations, people recall preferences, infer behaviors, and…
How NoC architecture solves MCU design challenges
Microcontrollers (MCUs) have undergone a remarkable transformation, evolving from basic controllers into specialized processing units capable of handling increasingly complex tasks. Once confined to simple command execution, they now support diverse functions that require rapid decision-making, heightened security, and low-power operation. Their role has expanded across industries, from managing complex control systems in industrial automation…
Semantic understanding, not just vectors: How Intuit’s data architecture powers agentic AI with measurable ROI
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Intuit — the financial software giant behind products like TurboTax and QuickBooks — is making significant strides using generative AI to enhance its offerings for small business customers. In a tech landscape flooded with AI promises,…
React Native 0.76 Unleashed: Bridgeless Architecture Redefines App Speed!
React Native has officially launched version 0.76, a release that takes the framework to the next level by enabling the new architecture as the default setting. In earlier versions, this architecture was optional and required developers to opt in. But now, all new React Native projects will come with this transformative architecture, commonly referred to…