The current availability of analysis surpasses any point in human history. Yet, most individuals have less understanding of actual events than they did five years ago.
The primary change is the scale; when analysis was costly to produce, a natural filter existed, as those producing it had to be knowledgeable due to reputational and financial risks. Now, with minimal costs, anyone can generate macro takes resembling those from a Goldman desk in minutes. Noise is increasing exponentially, while genuine signal remains relatively constant. The challenge lies in distinguishing between the two, as inferior analysis now appears polished and structured, utilizing proper terminology and citing relevant data.
The same 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 publicly accessible. The account grew organically to over 140,000 followers, and Signal Core on Substack became the #3 best-selling crypto publication within nine months, demonstrating that signal alone can be sufficient in a market overwhelmed by noise. The signal-vs-noise problem has emerged 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 traditional finance at an unprecedented pace, regulatory frameworks are being rewritten, AI is transforming capital allocation, and geopolitical orders are realigning. These foundational shifts are occurring simultaneously, compounding on each other, and the ability to see clearly has collapsed. AI is exacerbating the issue by converging everyone toward the same incorrect answers, manufacturing false agreement. Before AI, consensus among analysts meant something; now, it might just indicate the use of the same tool.
In practice, this means that even when indicators point to a specific outcome, the crowd may still be caught off guard. The edge in markets will belong to those who can see clearly amidst the noise, recognizing patterns the crowd misses and being right about them often enough to hold up over time. This ability to recognize true signal is the scarcest resource in markets right now and is only becoming scarcer.