Why AI coding makes software design more important

The post Software Design in the Age of AI appeared first on Towards Data Science.

Biomolecular structure prediction is now often run at proteome scale, where the goal is to move an entire worklist through the pipeline efficiently. NVIDIA...

Biomolecular structure prediction is now often run at proteome scale, where the goal is to move an entire worklist through the pipeline efficiently. NVIDIA BioNeMo Inference Runtime (BioIR) helps accelerate supported biomolecular structure-prediction models on NVIDIA GPUs while keeping the familiar PyTorch workflow. It uses optimized kernels and, where applicable, CUDA Graphs to speed model…

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Every NVIDIA CUDA Toolkit release adds functionality and performance improvements that help developers get more from NVIDIA GPUs and the broader NVIDIA software...

Every NVIDIA CUDA Toolkit release adds functionality and performance improvements that help developers get more from NVIDIA GPUs and the broader NVIDIA software platform. CUDA Toolkit 13.4 adds support for Windows on Arm. CUDA applications have long been supported on Arm platforms through Linux; this release extends that capability to the Windows on Arm platform.

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Agentic AI is changing how research is done. AI scientists can read papers, propose hypotheses, call models, and determine which experiments to prioritize next....

Agentic AI is changing how research is done. AI scientists can read papers, propose hypotheses, call models, and determine which experiments to prioritize next. First proving their value in software engineering, coding agents now write, test, and ship production code. Scientific research can be more demanding and iterative. Researchers continually evaluate evidence, refine hypotheses…

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A perception stack is shaped by the vehicle that carries it. Move the same software to a new carline—for example, from an SUV to a sedan or another vehicle...

A perception stack is shaped by the vehicle that carries it. Move the same software to a new carline—for example, from an SUV to a sedan or another vehicle variant in the portfolio—and its perception of the world changes. The sensor placement, calibration, fields of view, occlusions, body geometry, timing, and coverage all shift. A traffic light may appear in a different part of the frame.

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By Tristan Harrison, MD, BearJam Every business experimenting with AI-powered automation eventually asks the same question: how far do we take this? Get it wrong in one direction and you move slowly, while competitors don’t. Get it wrong in the other and you scale problems as fast as you scale output. At BearJam, an AI-powered […]

By James Hilditch, co-founder and executive creative director, BearJam AI automation has a messaging problem, but it’s not about capability. It’s about trust. Most businesses selling AI-powered services talk about speed, scale and output. Far fewer talk about the human oversight behind those results, the limitations that still exist, or what any of it means […]

Navigation enables a robot to turn perception and motion into purposeful autonomy. Unlike locomotion, which produces stable movement, navigation must be used to...

Navigation enables a robot to turn perception and motion into purposeful autonomy. Unlike locomotion, which produces stable movement, navigation must be used to continuously localize the robot, interpret changing surroundings, select a route, and avoid obstacles to reach a goal safely. Moving this capability to a new robot or scene can require new data, simulation assets, robot interfaces…

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Water Quality Monitoring equipment choices that cut maintenance hours offer a reliable way to prevent costly regulatory excursions for large site maintenance teams, operators, and facilities managers. This guide reviews 5 equipment categories and products from top brands, comparing what each tool measures, the manual tasks it eliminates, and how it reduces maintenance hours. We […]

The gap between a signed capital purchase order and first saleable output is almost always longer than project timeline estimates. Most of that gap does not originate in the robotics or automation, because those systems typically perform as specified once running. Delays trace to logistics, power infrastructure, regulatory paperwork, and documentation gaps surfacing at the […]

AI-assisted development has made it easier to generate frontend code quickly. A developer can ask for a form, a dashboard widget, a settings page, or a modal flow and get a working first draft in seconds. That speed is useful, especially when teams are moving through routine UI work. But speed creates a problem that’s […]

By Amber Atherton, early stage investor, partner at Patron For decades, science fiction has imagined the future of robotics as a single humanoid capable of doing everything around the home. Silicon Valley has largely adopted the same vision. Every few months brings another humanoid demo, followed by predictions that one general-purpose machine will absorb countless […]

Use AdaptGrow, a GPU-accelerated matrix factorization algorithm, to turn rolling correlation and tail-dependence matrices into hard clusters, soft factor...

Use AdaptGrow, a GPU-accelerated matrix factorization algorithm, to turn rolling correlation and tail-dependence matrices into hard clusters, soft factor loadings, and structural-break signals at single-GPU and multi-node scale Quant strategies routinely group instruments for portfolio construction, risk aggregation, statistical arbitrage, and trade surveillance. Incorrect groupings can make…

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Artists have sold their work through galleries, art fairs and auction houses to collectors worldwide for centuries: walk in, look at a piece and pay for something to hang on a wall. NFTs changed that. Now an artist can sell a digital file directly to a buyer anywhere in the world, with a blockchain tracking […]

BrainChip, a provider of ultra-low power, fully digital, event-based neuromorphic AI, has released the Symphony Community Akida Bundle, a free, open-source software bundle that lets developers run BrainChip Akida neuromorphic processors alongside their existing compute under a workload scheduler built on IBM Spectrum Symphony Community Edition. IBM Spectrum Symphony Community Edition, a workload management and […]

Contractors face serious pressure whenever harsh weather conditions interrupt commercial construction plans across Saskatchewan. Reliable building materials help them maintain steady project schedules and satisfy demanding client expectations. Sturdy metal buildings provide dependable strength that supports commercial projects requiring durability, flexibility, and reduced maintenance expenses. Property owners appreciate practical structures that protect equipment, vehicles, inventory, […]

Most e-commerce brands underestimate how much their poly mailer choice affects their bottom line. Wholesale Custom Poly Mailer Companies vary wildly in minimum order quantities, print consistency, and lead times, and picking the wrong one can stall a product launch or eat into margins. High MOQs lock out smaller brands, and color matching between runs […]

What are the best AI avatar generators? The honest answer for an enterprise buyer is that the best platform is rarely the one with the most convincing face. It is the one that can pass a security review, produce a defensible record of consent for every likeness it generates, and tell you who inside your […]

AI agents are only as effective as the context they receive. Even with capable models and well-documented NVIDIA libraries, agents can spend extra steps finding...

AI agents are only as effective as the context they receive. Even with capable models and well-documented NVIDIA libraries, agents can spend extra steps finding the right tools, burn tokens on dead ends, or struggle with specialized tasks. Skills package the instructions, examples, and tool guidance for agents to move faster from intent to solution. To measure whether these skills improve agent…

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Robots need policies that can adapt to their sensors, environments, and tasks while running on onboard computing hardware. World models offer a foundation for...

Robots need policies that can adapt to their sensors, environments, and tasks while running on onboard computing hardware. World models offer a foundation for learning physical interactions, but their size can make on-device deployment difficult. This changes with the new NVIDIA Cosmos 3 Edge. Cosmos 3 Edge is a 4B omni-model (with a 2B NVIDIA Nemotron-based reasoner) in the Cosmos 3 family.

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