Forbes Councils member Son Nguyen argues that human-in-the-loop approaches are insufficient for modern AI, advocating for AI-in-the-loop systems where models autonomously plan, implement, test, and re…
Forbes Councils member Eshaan Jain warns that AI road maps often overlook the power constraint, noting that AI compute runs on electricity and the numbers on electricity usage are becoming hard to ign…
Forbes Councils member Patrick Pugh reports that the AI execution gap—the distance between what organizations have invested in AI and what they have realized from it—is rarely a technology problem, bu…
Forbes Councils Member Expert Panel reports that emerging technologies, including artificial intelligence, are increasingly being used to address social and environmental challenges, with growing evid…
Forbes Councils member Ryan Johnson advises small and midsize businesses (SMBs) to shift from AI experimentation to revenue impact by focusing on business outcomes. He recommends starting with a speci…
Forbes Councils member Sriram Bhargav Madhav reports that accuracy tracking for AI fails in most organizations because it is treated as a one-time validation step before launch, and fixing it requires…
William Bain, a Forbes Councils member, argues that AI models managing live systems must observe real-time data to proactively address issues, rather than merely reacting to past problems. He emphasiz…
Forbes Councils member Michael Nicosia argues that securing AI agents requires lessons from the cloud revolution, emphasizing that organizations must focus on the underlying infrastructure rather than…
Forbes Councils member Filip Borcov argues that the rise of AI will lead to the end of microservices architecture, as large AI systems will likely fully absorb microservices over time. Borcov contends…
Forbes Councils member David Schie argues that the real AI power problem lies not in data center electricity consumption but in the underutilized power capacity of existing hardware, noting that moder…
Forbes Councils member Tejas Manohar writes that AI could reduce friction in partnership execution, potentially enabling brands to collaborate directly across networks and ecosystems, creating a new '…
Forbes Councils member Neerav Vyas reports that AI agents are forcing marketers to rethink their technology stacks around real-time, composable data, with the key challenge being the 800-millisecond w…
David Goldschlag, a Forbes Councils member, argues that an AI agent's identity is not sufficient for granting access; organizations must implement authorization policies that verify permissions based …
Forbes Councils member Fenil Suchak reports that benchmarks are becoming the new GEO and AI-SEO strategy for B2B SaaS companies, as AI agents increasingly handle research in B2B buying, making the hig…
Brandon Barbello, writing for Forbes Councils, argues that the biggest physical AI opportunity lies not in building new robots but in giving intelligence to existing physical infrastructure, such as v…
Forbes Councils Expert Panel reports that as AI automates coding, software engineers must develop higher-level skills in judgment, technical leadership, and business operations. The panel emphasizes t…
Lindsey Witmer Collins, a Forbes Councils member, argues that the most valuable application of AI in business is to keep people off of it, advocating for systems tailored to individual workflows rathe…
AI adoption among small and medium-sized enterprises (SMEs) is driven by trust, according to Ralph Haupter, a Forbes Councils member. Haupter emphasizes that SMEs must balance global innovation with l…
AI SRE will reshape platform engineering by converting tribal knowledge into shared operational capacity, improving incident response, reliability, and engineering efficiency without reducing headcoun…
Forbes Councils member Irina Shymko argues that enterprises are mismanaging AI by treating it as conventional software, a practice that fails to capture its unique value as a strategic resource. Shymk…