Future Nexus

Allium co-founder and CEO Ethan Chan envisions his company becoming the Bloomberg of cryptocurrency. And with a deep background in artificial intelligence and machine learning, he’s well on his way to making that vision a reality. Chan studied AI and Computer Science at Stanford before serving as director of engineering at Primer AI, a provider of real-time machine learning and data infrastructure systems for enterprise and government clients. In 2021, Chan and Cheng Han Lee co-founded Allium.

Robotics has long been the stuff of science fiction. From The Terminator to the adorable Wall-E, we have seen machines roam on the big screen for years, wondering when they will actually walk into our lives in a truly meaningful (and safe) way. AI is finally making that happen. From Tesla to Figure to Boston Dynamics, companies are pouring billions of dollars to build robots that can do chores across different environments. The only problem?

Ask people in fintech to name the innovation that has done the most tangible good this decade and you get a familiar list. Real-time payments. Mobile wallets. Open banking. Stablecoins, if you have been to the right conferences. My answer is earned wage access. Here is why. Most of what we celebrate in this industry takes something that already works, work faster or better. Earned wage access fixes something broken to begin with.

Cyber threats are becoming a cost of doing business for enterprises, as attacks surged last year, and the trend has only continued. Recent infrastructure failures have exposed these vulnerabilities, showing how a single provider issue can disrupt customers’ operations for hours. When systems fail, it’s not just resumption of service that matters for customers but whether their data has been safeguarded or exposed.

Sam Tegel, CEO of ElectronX, has a myriad of reasons to be upbeat. Atop the list? On Monday, the startup received a green light from the U.S. Commodity Futures Trading Commission that was nearly 27 months in the making. Through direct access, users of ElectronX’s power derivatives exchange can manage intraday power price volatility or, put simply, can enter hourly contracts to hedge against wild swings in electricity prices.

This month, one of the sharpest reversals of the AI momentum trade in years exposed how many apparently separate portfolios had converged on the same companies, the same bottlenecks and the same assumptions. At the center, according to news reports, was Situational Awareness, a heavily leveraged fund built on the era’s most widely read AI investment thesis, forced to sell its public holdings when the correlation it had embraced turned against it.

In the summer of 2024, former OpenAI researcher Leopold Aschenbrenner’s Situational Awareness essay became required reading across Silicon Valley. Its central thesis – that AGI is plausible by 2027, that trillions will funnel into the GPU and datacenters as a result, and that the underlying security stakes are vast – helped shape boardroom conversations, startup strategies, and even the multibillion-dollar investment fund bearing the same name. Then, just days ago, came the reversal.

Money, says Chris Sugden, managing partner at Edison Partners, doesn’t solve problems. It accelerates them. He likened this phenomenon to AI: both accelerate a company’s current state, for better or worse.

As the AI story evolved over the last four years, Silicon Valley ‘gurus’ have said one thing in many different ways: this is the biggest technological shift of our time that will change how we work and live. For many, that’s just marketing hype, but industry watchers see the change happening – from systems building software to those running your computer to do tasks that took you days (even weeks!) in minutes.

The AI industry spent the past several years teaching machines how to talk. What about teaching them how to act? Venture is already shifting its funding accordingly. AI at large saw $211 billion in funding, roughly half of all global venture funding, in 2025. Robotics raised a record $15 billion in 2025, only to surpass that full-year total in just the first half of 2026 alone, with $18.8 billion raised by June. And this financing isn’t going to just the humanoids we all see making headlines.