This new AI technique creates ‘digital twin’ consumers, and it could kill the traditional survey industry
A new research paper quietly published last week outlines a breakthrough method that allows large language models (LLMs) to simulate human consumer behavior with startling accuracy, a development that could reshape the multi-billion-dollar market research industry. The technique promises to create armies of synthetic consumers who can provide not just realistic product ratings, but also […]
Salesforce bets on AI ‘agents’ to fix what it calls a $7 billion problem in enterprise software
As 50,000 attendees descend on Salesforce’s Dreamforce conference this week, the enterprise software giant is making its most aggressive bet yet on artificial intelligence agents, positioning itself as the antidote to what it calls an industry-wide “pilot purgatory” where 95% of enterprise AI projects never reach production. The company on Monday launched Agentforce 360, a […]
Breaking the bottleneck: Why AI demands an SSD-first future
Presented by Solidigm As AI adoption surges, data centers face a critical bottleneck in storage — and traditional HDDs are at the center of it. Data that once sat idle as cold archives is now being pulled into frequent use to build more accurate models and deliver better inference results. This shift from cold data […]
We keep talking about AI agents, but do we ever know what they are?
Imagine you do two things on a Monday morning. First, you ask a chatbot to summarize your new emails. Next, you ask an AI tool to figure out why your top competitor grew so fast last quarter. The AI silently gets to work. It scours financial reports, news articles and social media sentiment. It cross-references […]
Here’s what’s slowing down your AI strategy — and how to fix it
Your best data science team just spent six months building a model that predicts customer churn with 90% accuracy. It’s sitting on a server, unused. Why? Because it’s been stuck in a risk review queue for a very long period of time, waiting for a committee that doesn’t understand stochastic models to sign off. This […]
Is vibe coding ruining a generation of engineers?
AI tools are revolutionizing software development by automating repetitive tasks, refactoring bloated code, and identifying bugs in real-time. Developers can now generate well-structured code from plain language prompts, saving hours of manual effort. These tools learn from vast codebases, offering context-aware recommendations that enhance productivity and reduce errors. Rather than starting from scratch, engineers can […]
When dirt meets data: ScottsMiracle-Gro saved $150M using AI
How a semiconductor veteran turned over a century of horticultural wisdom into AI-led competitive advantage For decades, a ritual played out across ScottsMiracle-Gro’s media facilities. Every few weeks, workers walked acres of towering compost and wood chip piles with nothing more than measuring sticks. They wrapped rulers around each mound, estimated height, and did what […]
Weaponized AI can dismantle patches in 72 hours — but Ivanti’s kernel defense can help
Adversaries from cybercrime gangs to nation-state cyberattack squads are fine-tuning weaponized AI with the goal of defeating new patches in 3 days or less. The quicker the attack, the more time to explore a victim’s network, exfiltrate data, install ransomware or set up reconnaissance that will last for months or years. Traditional, manual patching is […]
Together AI’s ATLAS adaptive speculator delivers 400% inference speedup by learning from workloads in real-time
Enterprises expanding AI deployments are hitting an invisible performance wall. The culprit? Static speculators that can’t keep up with shifting workloads. Speculators are smaller AI models that work alongside large language models during inference. They draft multiple tokens ahead, which the main model then verifies in parallel. This technique (called speculative decoding) has become essential […]
Will updating your AI agents help or hamper their performance? Raindrop’s new tool Experiments tells you
It seems like almost every week for the last two years since ChatGPT launched, new large language models (LLMs) from rival labs or from OpenAI itself have been released. Enterprises are hard pressed to keep up with the massive pace of change, let alone understand how to adapt to it — which of these new […]