RL without TD learning

In this post, I’ll introduce a reinforcement learning (RL) algorithm based on an “alternative” paradigm: divide and conquer. Unlike traditional methods, this algorithm is not based on temporal difference (TD) learning (which has scalability challenges), and scales well to long-horizon tasks.

We can do Reinforcement Learning (RL)…

Is AI in a bubble? Succeed despite a market correction

Amid pressure to deploy generative and agentic solutions, a familiar question is surfacing: “Is there an AI bubble, and is it about to burst?” For many organisations, this new wave of generative and agentic AI is still very much in experimental stages. The primary focus, and…

Apple plans big Siri update with help from Google AI

Apple is planning to use a custom version of Google’s Gemini model to support a major upgrade to Siri, according to Bloomberg’s Mark Gurman. The company may pay Google about $1 billion each year for access to technology that can create summaries and handle planning tasks….

Keep CALM: New model design could fix high enterprise AI costs

Enterprise leaders grappling with the steep costs of deploying AI models could find a reprieve thanks to a new architecture design. While the capabilities of generative AI are attractive, their immense computational demands for both training and inference result in prohibitive expenses and mounting environmental concerns….

The enemy within: AI as the attack surface

Boards of directors are pressing for productivity gains from large-language models and AI assistants. Yet the same features that makes AI useful – browsing live websites, remembering user context, and connecting to business apps – also expand the cyber attack surface. Tenable researchers have published a…

Flawed AI benchmarks put enterprise budgets at risk

A new academic review suggests AI benchmarks are flawed, potentially leading an enterprise to make high-stakes decisions on “misleading” data. Enterprise leaders are committing budgets of eight or nine figures to generative AI programmes. These procurement and development decisions often rely on public leaderboards and benchmarks…

ClinCheck Live brings AI planning to Invisalign dental treatments

Align Technology, a medical device company that designs, manufactures, and sells the Invisalign system of clear aligners, exocad CAD/CAM software, and iTero intra-oral scanners, has unveiled ClinCheck Live Plan, a new feature in its Invisalign digital dental treatment planning. ClinCheck Live Plan is designed to automate…