The current availability of analysis surpasses any point in history. Yet, most individuals have less understanding of actual events than they did five years ago.
The primary change is the scale; when analysis production was costly, a natural filter existed, ensuring producers were knowledgeable due to potential reputational and financial losses. Now, with minimal costs, anyone can generate analysis resembling that from a prestigious institution in a short time.
Noise is increasing exponentially while genuine insights remain relatively constant. The challenge lies in distinguishing between noise and signal, as the former now appears polished and structured, utilizing appropriate terminology and data, making it difficult to discern from actual signal.
This discernment is the key game now. The same systems flooding markets with noise can also be used to cut through it, which is what I have demonstrated over the past two years on X, with publicly timestamped calls across various markets.
The account grew organically to over 140,000 followers without paid promotion, and Signal Core on Substack became a best-selling crypto publication. In a market overwhelmed by noise, the signal alone was sufficient. The signal-vs-noise issue 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, with more at stake than ever and less clarity on actual events.
AI is exacerbating the problem by converging everyone toward the same incorrect answers, manufacturing false agreement. Before AI, consensus among analysts meant something, but now it may just indicate the use of the same tools. In practice, this means that even with access to the same information and tools, the ability to synthesize and read the signal is the hard part and the scarce resource. Most people use AI to generate, but few use it to see.
Signal is the ability to look at a confusing situation and see the underlying structure, to hold a position despite the crowd's opposition because you see something they do not. The challenge for many is recognizing who actually possesses signal, as credentials no longer predict clear sight.
What matters is whether someone is seeing what is happening, recognizing patterns the crowd misses, and being right often enough to be credible over time. Once you can see clearly, you operate on a different timeline than the rest of the market. We are entering an era where signal is the most valuable and least understood market asset. Those who figure this out first will have a structural advantage.
Finding venues where real signal appears is getting harder, but events like Consensus 2026 in Miami still function as filters rather than amplifiers, hosting individuals with skin in the game and genuine disagreements. The edge will belong to whoever can see clearly amidst the noise, the scarcest resource in markets today, and it is becoming even scarcer.