The current analysis available surpasses any point in human history. However, most people have less understanding of what is happening now than they did five years ago. The change lies in the scale; when analysis was costly to produce, there was a natural filter, but now that cost is virtually zero. Anyone can generate a macro take in minutes, leading to an exponential growth in noise while real signal remains constant.
The challenge is distinguishing between the two, as bad analysis now appears polished and structured. The systems flooding markets with noise can also be used to cut through it, which is what I have proven over the past two years on X, with every call timestamped and nothing deleted, across various markets. The account grew organically to over 140,000 followers, and Signal Core on Substack became the #3 best-selling crypto publication within nine months.
In a market overwhelmed by noise, the signal alone was sufficient. The signal-vs-noise problem has arrived at the worst possible time, with the next twelve months set to reshape the financial, technological, and geopolitical order more than the past decade combined. Digital assets are integrating with the traditional financial system, regulatory frameworks are being rewritten, AI is transforming capital allocation, geopolitical orders are realigning, and monetary policy is at an inflection point.
These foundational shifts are arriving simultaneously, compounding on each other, and this is exactly the moment when the ability to see clearly has collapsed. The convergence problem is worse than a noise problem, as AI is converging everyone toward the same wrong answers. When a thousand people use these tools to analyze the same event, they get minor variations of the same default output. The tools manufacture false agreement.
Before AI, if five analysts said the same thing, it meant something, but now if five hundred accounts say the same thing, it might just mean they all used the same tool. In practice, this can be seen in the prevailing view in January that a direct U.S.–Iran confrontation was unlikely, but the structural picture told a different story. More than a month before the strikes began, the indicators were already pointing to a confrontation that was more likely than not. We flagged this publicly on X on January 13 while the crowd was still dismissing the risk.
The inputs we were watching were not exotic, but the edge was in synthesis – reading those inputs as a single converging system. The scarce resource is not generating signal but recognizing who actually has it.
Most analysis is hedged to the point of meaninglessness, and the old filter of credentials no longer predicts who is seeing clearly. What matters now is whether someone is actually seeing what is happening, recognizing patterns the crowd is missing, and being right about it often enough that it holds up over time. We are entering an era where signal is the most valuable and least understood asset in the market.
The investors, builders, and allocators who figure this out first will have a structural advantage that compounds over years. Finding rooms where real signal still shows up is getting harder, but Consensus 2026 in Miami is one of the few that still functions as a filter rather than an amplifier. The edge will not belong to whoever has the most information, the fastest tools, or the loudest platform, but to whoever can see clearly when everyone else is drowning in noise.