Future Forward: Artificial Intelligence - General Intelligence - Super Intelligence

History’s Most Successful Leaders: Why Every Founder Needs a Board What if the future of AI isn’t a smarter chatbot—but a better way of organising intelligence? In this episode, we explore a new perspective on autonomous AI systems inspired by control systems engineering. Rather than comparing AI models, we compare two fundamentally different architectures: the Loop and the Board . A Loop follows...

The AI Cold War: Who Controls Access to the Most Powerful Forms of Intelligence Ever Created? The temporary suspension of international access to Anthropic's Fable 5 and Mythos 5 models may become one of the defining moments in the history of artificial intelligence. More than a product decision, it revealed a profound shift in how governments increasingly view frontier AI: not simply as software,...

AI “taking your job” is the headline. But the real story is quieter—and far more powerful: who controls what you see , what you trust , and what even counts as “the news” in the first place. In this episode of AI to AGI to ASI , we zoom out from model releases and benchmark races to examine the AI ecosystem for what it increasingly is: an information supply chain with chokepoints. Using the simple...

A sudden surge of “pro-Trump” avatars floods social media—hundreds of accounts that look authentic at a glance, speak with confidence, and move in coordinated waves. But here’s the deeper question: in an internet increasingly mediated by AI, who decides what’s real enough to believe? In this episode of AI to AGI to ASI , we use a seemingly ordinary entry point—an item in the modern news stream—to...

Anthropic—one of the most prominent “safety-first” AI labs—has reportedly been branded a “supply chain risk” by the Trump administration. And instead of negotiating behind closed doors, the company is doing something rare in federal procurement fights: it’s suing the White House. In this episode of AI to AGI to ASI , we break down why that dry, bureaucratic label can function like a kill switch fo...

A U.S. President orders federal agencies to stop using one of America’s top AI labs—and suddenly a vendor dispute becomes a preview of the next political battlefield: who gets to shape intelligence itself. In this episode of AI to AGI to ASI , we unpack reports that Donald Trump has directed agencies to halt use of Anthropic technology —and why the stated framing, a “clash over AI safety,” is far...

In this episode of AI to AGI to ASI , we explore one of the most consequential tensions emerging in the artificial intelligence era: the standoff between Anthropic and the United States Department of Defense. At the center of the conflict is a deceptively simple question — who decides how powerful AI systems can be used when national security is involved? Anthropic, led by CEO Dario Amodei, has pu...

As AI systems accelerate toward AGI and ASI, the infrastructure that powers intelligence is becoming as consequential as intelligence itself. In this episode of Future Forward: AI to AGI to ASI , we examine Elon Musk’s provocative idea of placing data centres in space. Is orbital compute a visionary solution to Earth’s energy, cooling, and land constraints—or a misunderstanding of physics at scale...

The episode explores the emergence of a new phase in artificial intelligence—one in which AI systems no longer function merely as tools responding to human prompts, but instead act autonomously, retain memory, collaborate with one another, and form persistent networks over time. This transition marks the rise of what the episode terms agent societies : digital ecosystems in which AI agents interac...

What if the real danger of artificial intelligence isn’t the technology itself, but what happens after its creators walk away? In this episode, Frankenstein Revisited: AI, AGI, ASI — and Humanity’s Oldest Technological Fear , we explore why Mary Shelley’s Frankenstein remains one of the most powerful metaphors for the age of artificial intelligence. Far from being a simple horror story, Frankenste...

In this episode of AI to AGI to ASI , we explore Dario Amodei’s essay “The Adolescence of Technology” — a thoughtful attempt to reframe how we understand the current phase of artificial intelligence development. Rather than portraying AI as either a miraculous breakthrough or an existential threat, Amodei proposes a more nuanced metaphor: AI is entering adolescence . It is no longer a fragile expe...

The race toward industrial-scale “general intelligence” is no longer primarily constrained by algorithms but by compute and energy. Frontier AI labs and hyperscalers are reaching the limits of available electricity, grid capacity, cooling, and semiconductor throughput. Efficiency—not size—will determine who can deploy general intelligence at scale. Metrics such as tokens-per-watt and tokens-per-FL...

We deep-dive into the growing problem of bias in AI and machine learning . We explain that AI bias is not a single flaw but a spectrum of issues emerging from multiple sources: historical bias embedded in past human decisions, representation bias caused by unbalanced datasets, measurement bias resulting from unfair or inaccurate proxies such as ZIP codes for creditworthiness, and algorithmic bias...

Humanity is standing at the edge of a technological shift more profound than the arrival of the internet, the smartphone, or even electricity. Artificial Intelligence (AI) — specifically generative AI and large-scale foundation models — is transforming into the central infrastructure of global power. Intelligence itself, once scarce and biologically bound, is becoming industrialised, abundant, and...

Artificial Intelligence (AI) is no longer a concept reserved for science fiction. It lives in our phones, our workplaces, our homes, and increasingly, our decisions. As we move toward Artificial General Intelligence (AGI) and possibly Artificial Superintelligence (ASI), society finds itself at a defining moment. This white paper explores the human-centered themes introduced in the first episode of...