The current era offers an unprecedented amount of analysis, surpassing any point in human history. However, this surplus has not led to greater clarity; instead, most people have less understanding of what is happening now than they did five years ago. The primary difference is the scale of analysis production, which has become virtually costless and devoid of reputational risk.
As a result, the noise has grown exponentially, while genuine signal remains relatively constant. The challenge lies in distinguishing between noise and signal, as the former now masquerades as the latter, being polished, structured, and data-driven. The same systems that flood markets with noise can also be used to cut through it. The past two years have been spent proving this publicly, with every call timestamped and nothing deleted, across various domains.
An account that started from scratch grew to over 140,000 followers organically, without paid promotion or a disclosed identity. The success of Signal Core on Substack, which became the third-best-selling crypto publication within nine months, demonstrates that signal alone can be enough in a market overwhelmed by noise. The signal-vs-noise problem has emerged at the worst possible time, with the next twelve months poised to reshape the financial, technological, and geopolitical landscape more than the past decade combined.
The ability to see clearly has collapsed, and the stakes have never been higher. This issue is exacerbated by AI, which converges everyone toward the same incorrect answers, manufacturing false agreement.
The tools used to analyze events do not produce diverse perspectives but instead generate minor variations of the same default output. In practice, this means that when multiple accounts convey the same message, it may not signify a genuine consensus but rather the use of the same tool. A notable example is the prevailing view in January that a direct U.S.-Iran confrontation was unlikely, whereas the structural picture indicated a different story. More than a month before the strikes began, indicators pointed to a confrontation that was more likely than not.
The edge lies not in having the most information or the fastest tools but in the ability to see clearly when everyone else is drowning in noise. This is the scarcest resource in markets right now, and it is only becoming scarcer.