Society · Economics

AttentionMarkets

Pricing bandwidth to filter spam

Definition

Mechanism

Agents bid for priority in message queues. High-stakes messages pay to jump the line; spam is priced out by congestion pricing. Queue manager runs continuous auction: incoming Signals include a Value bid, manager sorts by bid/urgency ratio, losers wait or increase bid. Price discovery via second-price auction prevents overpayment. Revenue redistributed to queue participants or burned. It instantiates the ContinuousResourceAuction mechanism to continuously price bandwidth availability based on network congestion.

Preconditions

  1. Limited processing bandwidth
  2. Multiple information sources
  3. Liquid currency for bidding

Postconditions

  1. Resources allocated to highest-bid signals
  2. Market price established for current tick

Invariants

  1. Attention supply is rivalrous (Bandwidth < Demand).
  2. Price reflects aggregate demand (Congestion Pricing).
  3. Bid Monotonicity: Higher bid guarantees strictly better or equal placement.
  4. Clearing: Messages with Bid < CurrentPrice are dropped or buffered.

Risks

Failure modes

  1. Plutocratic Blockage

    Wealthy agents monopolize bandwidth, silencing critical low-budget signals (e.g., emergency alerts).

  2. Starvation

    Low-value signals never clear the queue during high congestion.

Relationships

Builds on

Composes with

References

Infrastructure

Signal

Raw information emission

Infrastructure

Value

A measure of utility

Nothing in this library builds on this pattern yet.

Reference

Identity

Ref
AttentionMarkets#3b44
Sema ID
sema:AttentionMarkets#mh:SHA-256:3b445d35c4faa9f68a66f23068ba3dfa57c12553d72a80d57f1334e350da10fb
Ring
1
Tier
1
Updated
2026-11-11
Supersedes
  • sema:AttentionMarkets#mh:SHA-256:923679ce8222a914dc75a55824b91d403220b0b3f8943cf0d0d9fc0512c0d20b
  • sema:AttentionMarkets#mh:SHA-256:45c58856dcc5f1dd258552665a7a9a7c16ee4792d43085bb698223de0494daba
  • sema:AttentionMarkets#mh:SHA-256:faf81f5f0d5d6d9bf0b6ac33732c08fb90d5574d168377c5c908295f978fcf13
  • sema:AttentionMarkets#mh:SHA-256:787e196833bbf6e6f914b37f1097fe555e6d4197a71afe9de60a6772cc41e593