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 "name": "Price discovery",
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  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0000-0003-0757-275X"
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   "@id": "https://wulfkaal.github.io/claims/1428387-002",
   "identifier": "kaal:claim:1428387-002",
   "text": "Broker quotes are an unreliable fallback for valuation: they can be hard to obtain and can vary by 20 to 30 percent for instruments such as mortgage-backed securities, which makes accurate valuation of those securities difficult.",
   "abstract": "In addition, broker quotes may be difficult to obtain and can be quite unreliable—mortgage-backed securities, for example, can sometimes vary by 20 to 30 percent—making accurate valuation of these securities difficult.",
   "citation": "Kaal, Hedge Fund Valuation Retailization, Regulation, and Investor Suitability (2009). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1428387",
   "datePublished": "2009",
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   "text": "Stable cryptocurrency bonds should be minted with a fixed expiration, following the practice of historical central banks, because fixed expiration makes price discovery more efficient.",
   "abstract": "We also recommend following the example of historical central banks, in minting bonds with fixed expiration so price discovery is more efficient",
   "citation": "Craig Calcaterra, Wulf A. Kaal, Vadhindran K. Rao, Stable Cryptocurrencies - First Order Principles (2019). SSRN: https://ssrn.com/abstract=3402701",
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   "text": "Running an alternative trading system on a blockchain cures the ATS system's traditional price discovery latency, because every trade is posted to a public ledger that everyone can access.",
   "abstract": "By creating an ATS that trades securities over blockchain, there is no latency in price discovery, which has traditionally been a criticism of the ATS system. This is because every trade is posted to a public ledger to which everyone has access.",
   "citation": "Wulf A. Kaal, Samuel Evans, Blockchain-Based Securities Offerings (2019). SSRN: https://ssrn.com/abstract=3411110",
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   "text": "A blockchain based offering routed through a single broker produces a specific cluster of risks, including limited price discovery, no market making and therefore less liquidity, constrained short selling, impaired best execution, and no print to a tape or national exchange.",
   "abstract": "Several additional risks are associated with the limited trading and associated limited material liquidity that results from a blockchain-based offering involving only one broker.",
   "citation": "Wulf A. Kaal, Samuel Evans, Blockchain-Based Securities Offerings (2019). SSRN: https://ssrn.com/abstract=3411110",
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   "text": "Concentration of power, especially monopolies or trusts, decreases market liquidity, while decentralization of power improves it.",
   "abstract": "Concentration of power (especially monopolies or trusts) decreases liquidity; decentralization of power improves liquidity.",
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   "text": "Greater transparency is in tension with more open membership, because larger networks are only achieved when privacy is ensured.",
   "abstract": "greater transparency is at odds with more open membership, because larger networks are only achieved when privacy is ensured.",
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   "text": "Most decentralized exchanges have struggled with liquidity and price discovery.",
   "abstract": "Most DEX have been struggling with liquidity and price discovery.",
   "citation": "Wulf A. Kaal, Decentralization and Feedback Effects (2021). SSRN: https://ssrn.com/abstract=3808852",
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   "text": "Universal access combined with a public bidding price discovery methodology creates low barriers to entry in the code review market, because anyone can join the CRDAO by submitting high quality code reviews through the CRDAO portal.",
   "abstract": "Given its universal access and price discovery methodology (through a public bidding process), the CRDAO creates low barriers to entry in the code review market. Anyone can join the CRDAO by submitting high quality code reviews through the CRDAO portal.",
   "citation": "Wulf A. Kaal, How DAOs Optimize Open-Source Code Reviews and Create Open-Source Standards (2021). SSRN: https://ssrn.com/abstract=3995709",
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   "text": "Public price discovery is a necessary public service function, because without public pricing consumers cannot realistically select the service provider that provides the highest value to the customer.",
   "abstract": "Price discovery is a key public services function because without public pricing, consumers cannot realistically select the service provider that provides the highest value to the customer.",
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   "text": "The CRDAO price discovery mechanism enables full price transparency for consumers through the visibility of internal and external bids on job posts, which is unprecedented in a market otherwise dominated by a cartel.",
   "abstract": "price discovery mechanism serves a key public service function in that it enables full price transparency for consumers based on the visibility of the internal and external bids on job posts. This price transparency is unique and unprecedented in a market that is otherwise dominated by a cartel.",
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   "text": "Flatter markets with more diverse interests and talents are more effective and efficient at truth discovery, including price discovery and the identification of ideal solutions to new problems, and decentralization promotes that diversity by improving member autonomy and freedom.",
   "abstract": "Flatter markets with more diverse interests and talents are more effective and efficient at achieving truth discovery, like price discovery and the identification of ideal solutions to arbitrary new problems that arise.",
   "citation": "Wulf A. Kaal, DAO Fallacies (2022). SSRN: https://ssrn.com/abstract=4067783",
   "datePublished": "2022",
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   "text": "Universal access combined with a public bidding price discovery methodology produces low barriers to entry in the code review market, since anyone can join by submitting high quality reviews through the portal.",
   "abstract": "Given its universal access and price discovery methodology (through a public bidding process), the CRDAO creates low barriers to entry in the code review market.",
   "citation": "Wulf A. Kaal, Code Review DAO (2024). SSRN: https://ssrn.com/abstract=4734750",
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   "text": "The existing code review market provides no publicly transparent pricing of review services, and that opacity arguably harms the public for the benefit of a few market players and their clients.",
   "abstract": "The existing code review market does not provide publicly transparent pricing of code review services.",
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   "text": "Public price discovery is a necessary condition for consumer choice: without public pricing, consumers cannot realistically select the service provider that offers the highest value, and the resulting opacity enables insider deals that let a group of firms dictate price.",
   "abstract": "Price discovery is a key public services function because, without public pricing, consumers cannot realistically select the service provider that provides the highest value to the job poster.",
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   "text": "The existing code review market does not provide publicly transparent pricing, and that opacity is deliberate because neither client nor code reviewer benefits from public scrutiny of the prices, which arguably harms the public for the benefit of the few market players.",
   "abstract": "In the existing system, the unilateral pricing is not disclosed because both the client and code reviewer may not benefit from public scrutiny of the prices.",
   "citation": "Wulf A. Kaal, AI Learning - Decentralized Governance to Optimize Human Output Datasets for AI Learning (2024). SSRN: https://ssrn.com/abstract=4755632",
   "datePublished": "2024",
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   "identifier": "kaal:claim:4755632-032",
   "text": "Price discovery is a public service function because without public pricing consumers cannot realistically select the service provider offering the highest value, and the resulting lack of transparency enables insider deals to the detriment of clients forced into prices dictated by a group of firms.",
   "abstract": "without public pricing, consumers cannot realistically select the service provider that provides the highest value to the job poster. The lack of transparency enables insider deals to the detriment of the clients, who are forced into the price a group of firms dictates.",
   "citation": "Wulf A. Kaal, AI Learning - Decentralized Governance to Optimize Human Output Datasets for AI Learning (2024). SSRN: https://ssrn.com/abstract=4755632",
   "datePublished": "2024",
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   "text": "The Walrasian auctioneer disappears in the AI2AI economy because autonomous agents orchestrated by large language models and running on globally distributed compute negotiate directly and simultaneously across all markets at machine speed.",
   "abstract": "First, the auctioneer disappears. Autonomous agents, orchestrated by large language models and running on globally distributed compute, negotiate directly and simultaneously across all markets at machine speed",
   "citation": "Wulf A. Kaal, The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory (2025). SSRN: https://ssrn.com/abstract=5886442",
   "datePublished": "2025",
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   "@type": "Claim",
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   "identifier": "kaal:claim:6421319-025",
   "text": "The Walrasian auctioneer is replaced by the agents themselves: price discovery ceases to be a slow tatonnement process requiring a central coordinator and becomes a continuous, decentralized, latency free computation executed by autonomous agents.",
   "abstract": "Price discovery is no longer a slow tâtonnement process requiring a central coordinator. It is a continuous, decentralized, latency-free computation executed by the agents themselves.",
   "citation": "Wulf A. Kaal, The Collapse of Scarcity Economics (2026). SSRN: https://ssrn.com/abstract=6421319",
   "datePublished": "2026",
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 "description": "18 claims in the published works of Wulf A. Kaal carry the concept tag 'price-discovery'. Derived node: a roster, not an adjudicated definition."
}