Generative Ai
18 articles
Which AI Does What in Procurement: Mapping Machine Learning, NLP, and Generative AI to Real Business Gains
This article maps specific AI technologies, including Machine Learning, NLP, and Generative AI, to distinct procurement functions, detailing their applications and quantifiable business benefits. It guides procurement professionals on strategically integrating AI for cost savings, efficiency, and risk management.
How AI Models Accelerate Target Identification and Lead Optimization in Early Drug Discovery
Artificial intelligence models are transforming early drug discovery by accelerating target identification through multi-omics data integration and enhancing lead optimization via generative design of novel molecules. Understanding the distinct roles of these AI techniques is crucial for evaluating their strategic impact and investment.
Choosing an AI Procedural Content Generation Algorithm: Control, Novelty, and Cost
Choosing an AI procedural content generation (PCG) algorithm for games hinges on balancing the need for predictable, curated content versus surprising, emergent variety, alongside available resources like data, compute, and tuning. The article compares Generative AI, Search-Based PCG, and Classic/Rule-Based methods to guide this decision.
How to Prevent AI Model Collapse
Generative AI models can suffer from 'model collapse' when recursively trained on synthetic data, leading to a loss of diversity and flawed outputs. The article outlines proactive mitigation strategies, including data curation and training oversight, to maintain model integrity.
What Are Diffusion Models and How Do They Generate Images?
Concerns about data privacy, security, and artistic ethics have emerged with the extensive deployment of diffusion models in image generation, according to opportunities and challenges of diffusion mo
How Can Small Businesses Leverage AI Automation for Growth?
Despite 58% of small businesses claiming to use generative AI, a closer look reveals a startling truth: more than half are merely 'exploring' its potential, according to Reimagine Main Street .
Best AI Art Generators for Small Business Needs
Adobe Firefly, a free online AI text-to-image generator, is a game-changer for small businesses!
Generative AI's Design Tools Reshape Small Business Visuals
Nano Banana 2 Lite can generate images from text prompts in approximately four seconds.
Snap Spins Off AI Video Team to Launch Dotmo Gaming AI
Snap's Chief Technology Officer, Bobby Murphy, is personally leading the investment in Dotmo, a new company spun off from Snap's generative AI video team, all while remaining full-time at Snap.
Avataar.ai launches Varya, India's indigenous AI video model
A new Indian AI model, Varya, can generate a 5-second 720p video clip in just 45 seconds using an NVIDIA H200 GPU, a staggering 27 times faster than a leading global competitor.
Anthropic's Claude Fable 5 AI generates worlds for Fable 5
Anthropic's advanced AI is reportedly generating entire narrative arcs and environmental assets for the upcoming Fable 5.
Building Multi-Agent Systems with Python Powers Next-Gen AI
Llama 4 Scout achieved an 82% win rate against human players in 'Battleship' after strategic inference refinements, outperforming GPT-5 at a reduced cost, according to MIT News .
How Neural Style Transfer Works: A Tale of Two AI Methods
Neural Style Transfer (NST) is a generative AI technique that merges the content of one image with the style of another, evolving from slow optimization to fast generative models. The article explores these two primary methods, their trade-offs, and diverse applications beyond art.
Uber's AI Coding Tools Budget Exhausted by April
Uber's engineering organization exhausted its entire 2026 AI coding tools budget by April, just months after widespread rollout, according to Forbes .
What is Latent Space in Generative AI and Why Does It Matter?
Stable Diffusion, the text-to-image model we all love, crafts stunning visuals.
Amazon uses AI to create shoppable outfit collages in search
Imagine searching for a 'boho chic lamp' on Amazon in 2026.
What is Neural Style Transfer AI Image Art Transformation?
An artificial system, leveraging Deep Neural Networks, now creates artistic images of such high perceptual quality they are indistinguishable from human-made art, according to arxiv .
AI Is Compromising Both Sides of Peer Review — and Detection Software Won't Save It
Generative AI poses a dual threat to scholarly publishing, enabling authors to produce fraudulent papers and reviewers to shortcut evaluations, while automated detection proves unreliable. The article emphasizes that trained human judgment and specific red flags are essential for maintaining academic integrity.