Information decays — and EMH ignores it. — AlphaBlock Insights
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// Perspective · 2015 · 5 min read

Information decays — and EMH ignores it.

The Efficient Market Hypothesis leans on information as a constant. The Reversion Diversion Hypothesis re-explains it as a decaying quantity — transforming from relevance to irrelevance — and market efficiency as a process, not a state.

Reversion Diversion Hypothesis · Mukul Pal · SSRN 2690677

The Efficient Market Hypothesis stands on one word: information. Markets are efficient, the argument runs, because prices reflect all of it. The case has long been recognised as weak — but as Martin Sewell put it, criticism of a flawed hypothesis achieves little until a better hypothesis replaces it. This paper takes the replacement seriously.

Its starting point is Kenneth Boulding’s 1966 observation about the peculiar economics of knowledge, and the literature that followed Ball and Brown (1968) on information content, relevance and irrelevance. The Reversion Diversion Hypothesis reframes the whole line: information is not a constant input but a quantity that transforms from relevance to irrelevance — still technically “available,” no longer informative.

The mechanics

EXHIBIT 1 — The life of a piece of information
relevance time since arrival → irrelevance threshold relevant — information moves prices decayed — still “available”, no longer informative
Source: Pal (2015), SSRN 2690677. Schematic; illustrative.
EXHIBIT 2 — EMH assumption vs RDH replacement
EMH leans onRDH replaces it with
Information as a constant inputInformation that decays — relevance transforming into irrelevance
Prices reflect all available informationPrices reflect currently relevant information
Efficiency as a state markets are inEfficiency as a moving target — a process, never finished
Source: Pal (2015), SSRN 2690677.

Relevance has a half-life

Information does not arrive priced; it decays into the price — and different information decays at different speeds. A headline is absorbed in days; an earnings cycle over quarters; a structural fact can take years to be fully believed. The efficient-market shorthand treats all of it as instant. RDH gives each item a half-life instead.

The portfolio consequence: alpha lives inside the decay window. A system that measures how much relevance an item of information still carries can size positions to the remaining life of the information — rather than to conviction, recency, or noise that has already reached the floor.

EXHIBIT 3 — Information relevance decays at different speeds
newsearnings cyclestructuralnoise floorrelevancetime since information event →
Source: Pal (2015), SSRN 2690677. Illustrative.

What it means for portfolios

The portfolio consequence is the licence for everything else in this series: if information decays, then a benchmark can be built to weight what still carries signal. Cap-weighting freezes yesterday’s information into today’s allocations; an information-weighted construction re-prices relevance continuously. Understanding value, the paper insists, begins with understanding information — and information, properly understood, has a half-life.

Key takeaways
  • EMH’s weakness is its treatment of information as a constant; RDH models it as a decaying quantity.
  • Efficiency becomes a process — a moving target — rather than a state markets occupy.
  • If information decays, an information-weighted benchmark is possible: weight what still carries signal.
Reference

Pal, M. (2015). Reversion Diversion Hypothesis. SSRN 2690677.

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Important disclosures

This note is provided for information and discussion purposes only. It does not constitute investment advice, investment research, a recommendation, or an offer or solicitation to buy or sell any security or investment product, and it should not be relied upon for any investment decision. Views are drawn from the referenced paper as of its publication date and are subject to change without notice. Exhibits are illustrative unless otherwise stated and do not depict the performance of any actual portfolio; hypothetical and idealized results have inherent limitations and do not reflect actual trading. Past performance does not guarantee future results. AlphaBlock Technologies Inc. is a financial-technology licensor; regulated products are offered solely by licensed partners in their respective jurisdictions under their own documentation. © 2026 AlphaBlock Technologies Inc.

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