The organizations most likely to shape the enterprise AI era are those that can embed intelligence directly into operational platforms. Go to Source

I envision a world where LLMs are complemented by many types of AI, Quantum computing and a convergence of new kinds of computing architectures. For all the book smarts of LLMs, they currently have little sense for how the real world works and there’s a growing list...

Traditional access control was built for humans clicking through UIs. It doesn’t translate cleanly to natural language prompts issued to autonomous agents. “Clean up the old deployment” means something very different coming from a DevOps engineer versus an HR analyst...

At Stanford HAI, we believe AI is poised to be the most transformative technology of the 21st century. But its benefits won’t be evenly distributed unless we guide its development thoughtfully. The AI Index offers one of the most comprehensive, data-driven views of...

As Prussia began rebuilding from the wreckage, most people assumed it needed more officers, administrators, and engineers. People who could do things. The task of designing the new system of education fell to a thirty-two-year-old diplomat named Wilhelm von Humboldt....

If constraints are not designed into the system, they will be applied manually. If they are applied manually, they will be inconsistent. And if they are inconsistent, the organization is not scaling AI. It is distributing risk across people instead of controlling it...

Every few years, something arrives that promises to change how we build software. And every few years, the industry splits predictably: One half declares the old rules dead; the other half folds its arms and waits for the hype to pass. Both camps are usually wrong,...

Major investment firms, retail traders, and six of the Mag 7 use Perplexity for financial work. Perplexity is also a personal finance hub. More than 75% of Perplexity users visit monthly to ask financial questions.  Today, through the financial data network Plaid,...

Most businesses operate on a fundamentally flawed assumption: they think they need to hire for “roles”. You write a job description for a “Marketing Manager”. You interview candidates. You hire someone, hand them a laptop, and pay them a salary to sit in a designated...

The data has been telling us for years that formal courses are a small, leaky part of the learning picture. AI doesn’t change that story. It removes our excuses. It makes it easy to delegate weak course designs to agents, revealing how empty they always were. It makes...