1Premise
This paper begins with the author, because the problem it describes was first met as a personal one.
I came up as a jazz drummer in New York, and for most of my life music and art were the only life I knew. Then the city shut down. I was stranded in a rented room in Las Vegas, with debt, with work that had dried up, and with a few people who had taken what they could.[44] I spent the next year and a half doing digital work, whatever would pay, with one aim: to get back to New York and to a life of music and art. I rebuilt a living from the screen. The thing I noticed, again and again, was that none of it was mine. Every account, audience and date lived inside a company that could close it.
In 2021 I was contracted to work for an NFT project that was collaborating with people from Steve Madden. That is not a small name. Steve Madden started the company in 1990 with $1,100, selling shoes out of the trunk of his car to small stores in Manhattan. It went public in 1993 and trades on the Nasdaq as SHOO. Today it is headquartered in Long Island City, with about 4,200 employees, 255 locations and revenue of roughly $2.5 billion a year.[49] A New York footwear house of that size was working with an NFT project, and I was one of the people brought in to do the work. Not long after, I was spending evenings in Decentraland, and I met some people there who introduced me to the CyberKongz community. I met them in person. That changed my life.[41] What I saw was a group of people holding a record in common, a public ledger of who was part of something and when, which no platform controlled and no company could withdraw. For someone who had just spent two years learning what it costs to hold nothing, it was a different kind of ground.
The rest of this paper is the argument I built on that ground. Jazz is the art whose work happens once, in a room, and is then entrusted to whoever holds the copy. The people who play it are the ones least able to prove they did. A chain is a record that does not depend on anyone's goodwill. Put the two together and a musician can keep the record of their own work. That is the Department of Jazz.
Graded C: the author's own account. The dates are approximate; the 2021 NFT run and the CyberKongz community are named in the Department's own essay, and the Las Vegas period in the author's case study. The collaboration with people from Steve Madden is the author's account and is not independently confirmed here; the company facts are from the linked source.
2The argument
Jazz is an American national treasure, born in America and played by mankind. Congress said so in 1987.[27] A designation is not a custody arrangement: the people who make the music still do not hold the record of what they made.
Jazz did not join the music industry. It is where recorded performance began, and the industry that followed was built on selling copies of it.[15] The copy is cheap. The night is not.
A jazz performance is improvised, so it happens once, in time, in front of people, and cannot be taken back. In jazz the product is the performance and the recording is the archive.[1] The recording industry organised its capital around the archive. That left the source of value, the live act, underfunded, and it left the people who play it without the ledger of what they made.[1]
Three developments make a correction possible. Generative models have made symbols (text, images, recordings, code) nearly free to produce, which makes acts of presence the scarce good.[4] Public ledgers can record that something happened, when, and in what order, in a way no single platform can revoke.[5] And jazz, an art built on irreversible decisions made in public, is the natural first user of a record of presence.
The Department of Jazz proposes four things.
- A record. A dated, public, checkable ledger of what musicians make, held by the musicians.[5] [6]
- A market for performance. Authenticated editions of live sets, so the night itself is priced and the people who played it are paid by contract.[5]
- Services, unbundled. Marketing, production and teaching are bought openly as services and do not take the ledger with them.[1]
- An institution. A fellowship and a research agenda that teach and test the music.[1]
Each of the four has a state, shown in section 21. Nothing in this paper is presented as live unless it can be checked.
3Why jazz, and why now
The essays begin from a climate: ambient intelligence that finishes our sentences, "predictive text becoming predictive life."[1] The question they ask is whether people will still think together in public, under pressure and with consequence, or drift into a life on autocomplete.[1] A second essay calls the condition a semantic crisis: every utterance enters a market where meaning is commodified at once, and fluent text from a model no longer signals understanding.[2] A companion essay argues the serious conversation about AI has walked up to a door and stopped, and that the scarce goods left on the other side are acts of presence: events that happen once, in time, before witnesses.[4]
Jazz is real-time collective intelligence. A lineage of musicians making irreversible decisions in public, each choice constraining and enabling the next.[1] The essays go further and argue that an improvising ensemble behaves as a distributed nervous system.[3] That essay builds on the polyvagal theory, which is contested.[31] [32] What it says about ensembles is an argument and a research programme, not a measured result; section 15 separates what is established from what is a hypothesis.
It arrived as high art at the moment of mass reproduction. Recording turned jazz into a product almost at once, and the aura that Benjamin located in a work's presence in time and space was the part reproduction could not carry.[1] [19] The essays call the outcome an institutional failure: the practice was misfiled as entertainment, and administrative capitalism "muzak-ified" it.[1] Their remedy is "classification and pricing, not nostalgia."[1]
Musicians have built institutions before. The first commercially successful jazz record, by most accounts, was made by the Original Dixieland Jass Band for Victor in New York in 1917.[15] In 1965 the AACM was founded in Chicago and built its own performance and education opportunities.[16] In 1971 Charles Tolliver and Stanley Cowell founded Strata-East Records, where artists kept substantial control of their recordings.[17] The Department is a continuation of that line, with a record that is checkable by anyone.
4Who can actually play
The claim is free. On a bandstand, quality is audible within a few bars, and the room decides. On a platform it is not. Anyone can post a clip, buy a following and call themselves a jazz musician, and a feed that ranks by engagement cannot tell the difference. Those who cannot play often advertise the loudest, because the claim costs them nothing and the audience cannot check it.
The economics. This is a market in which one side cannot observe quality. Akerlof showed that when buyers cannot tell good from bad, sellers of the bad crowd out the good, because the price cannot reward quality it cannot see.[50] Spence showed the way out: a signal separates the able from the unable only if it costs the able less to send than the unable.[51] Crawford and Sobel showed the corollary: a message that is free to send, so-called cheap talk, carries information only when sender and receiver want the same thing.[52] A follower count, a bio and a clip cost little to fake, so they carry little. Twenty years of dated, witnessed nights on a bandstand cost a great deal, and cannot be bought.
The institutional gap. Classical music built halls, juries, auditions, conservatories and competitions that certify who can play, which is why the field's finest ensembles are heard in rooms built for listening. Jazz was left with the club, the bar and the honour system. The Department's view, in Jazz Ascensionism and Post Semantics, is that the failure is institutional.[1] [2]
The remedy. The Department keeps a record that is costly to fake: nights played, dated and fingerprinted at the time, with the players credited by the people who played alongside them. A claim with a record behind it is a signal in Spence's sense. The registry is invitation only, and the people who decide who is in are people who can play. Nothing in this section names a person or ranks anyone. It describes the market and the repair.
Limits: a record shows that a night happened and who was credited, not how well anyone played. The judgment of quality stays with the room and with the players who vouch.
5The line jazz belongs to
The argument that jazz is a body of work, and not only a genre, rests on a line of composers who treated improvisation as part of the music. Each entry below is graded: B means a third-party source is linked, anecdote means the story is told by one source and is not settled.
| Year | What happened | Grade and source |
|---|---|---|
| 1747 | J. S. Bach, on a visit to Frederick the Great at Potsdam, improvises a three-voice fugue on a theme the king gives him, and later turns the theme into the Musical Offering. | B [36] |
| 1780s | Mozart plays the cadenzas of his own piano concertos in the moment. The concerto form leaves a gap for the soloist to fill by improvising. | B [37] |
| 1800s | Beethoven makes his name in Vienna as a keyboard improviser. The famous contest with Daniel Steibelt is an anecdote from the memoirs of his pupils and is not relied on here. | anecdote |
| 1908 | Debussy writes a cakewalk into Children's Corner, a concert composer using an American dance form. | B [38] |
| 1917 | The Original Dixieland Jass Band records for Victor in New York, by most accounts the first commercially successful jazz record. The record industry that followed was the first built on selling copies of a performance, the template that every digital media business later copied. Records are analog; the logic of the copy is the one digital industries inherited. | B [15] |
| 1945 | Stravinsky writes the Ebony Concerto for Woody Herman's band. The influence runs in both directions. | B [39] |
| 1951 | At Birdland, with Stravinsky in the room, Charlie Parker slips a phrase from The Firebird into a solo. The story is told by Alfred Appel Jr. | anecdote [40] |
| 1956 | The State Department begins hiring jazz musicians (Armstrong, Gillespie, Brubeck, Goodman, Ellington) as ambassadors overseas: one of the most prized cultural exports the country has had. | B [54] |
| 1987 | Congress designates jazz "a rare and valuable national American treasure". The resolution does not bind anyone to fund or protect it. | B [27] |
Tocqueville asked in 1831 where America's Virgil was. The Department's answer, in Jazz Ascensionism and Post Semantics, is that the Virgils exist and were filed under entertainment.[1] [2] Whether that reading is right is an argument, not a measurement. What the table shows is narrower and checkable: improvisation is not a footnote to Western art music. It is a thread through it from Bach to Stravinsky, and recorded jazz is where that thread became an industry.
6Jungle and jazz, side by side
In 1995 a group at the University of Warwick, the Cybernetic Culture Research Unit, began writing about machines, markets and time as one system. Its founders were Sadie Plant and Nick Land.[46] A contemporary profile notes that the unit drew much of its energy from jungle, the British rave genre also called drum and bass, which it read as hyper-syncopated rhythm made by and for machines.[47] That is the register this paper has to be able to stand next to: theory with a pulse, and a claim about where culture is going.
The two traditions are best seen side by side. Neither is a lesser form of the other. They are two answers to one question, what a drummer can do with a break.
| Jazz | Jungle | |
|---|---|---|
| Where and when | New Orleans, then New York, from the 1910s | The UK in the 1990s, out of the rave scene and Jamaican sound system culture [53] |
| The instrument | The drum kit in a live ensemble | The sampler, working on drum breaks cut from records |
| The rhythm | Swing and bebop: syncopation played in time, in the room | Rapid, heavily syncopated breakbeats and loops [53] |
| The unit of the work | The performance, which happens once | The loop, which can be repeated without limit |
| The shared root | A drummer's break | A drummer's break |
The centre of jungle is such a break. Gregory Coleman played seven seconds of it on "Amen, Brother", the B-side of a 1969 single by the Winstons. It went into thousands of tracks and is one of the most sampled recordings in music history. The Winstons received no royalties for it, and Coleman died homeless and destitute in 2006.[48]
The Department honours both lines of descent, and offers each the same missing piece: a record of who played it. A performance that is captured, copied and carried around the world should still point back to the hands that made it. Each performance is fingerprinted and dated when it happens, the players are credited in the manifest and the split is fixed in the contract, so a break that circulates for fifty years still has an owner of record. This is an argument about continuity, and not a measurement. What is checkable is narrower: the sources above for the break, the royalties, Coleman's death and the founding of the unit.
7The work so far
This section sets out the work behind the Department in order, with a grade on each entry. A is anchored in a Bitcoin block or a dated public record. B is a third-party record. C is the owner's own account, offered as testimony and not as proof. A claim graded C is not used anywhere else in this paper as the basis of an argument.
| When | What | Grade and source |
|---|---|---|
| 2016 on | Begins playing New York bandstands, including Smalls and Mezzrow. | C |
| 2017 to 2019 | Plays in the New Jazz Underground. | C |
| Jan 2018 | Plays the Smalls after-hours session with Jovan Alexandre, Giveton Gelin and Aaron Burnett. | B [45] |
| Sep 2018 | Plays the Blue Note in New York in Roy Hargrove Presents: the Giveton Gelin Quintet. | B [45] |
| 2020 | Giveton Gelin's True Design (April 19) and Micah Thomas's Tide (June 19) are released, both with the owner on drums. | B [45] |
| Nov 2021 | The owner's first collection, Genesis, five works, is created on OpenSea during the 2021 NFT run. The contract address is not yet confirmed here. | B, pending [56] |
| 2022 | After an impromptu rehearsal, Giveton Gelin and the owner build #InTheShed.Live, also called the Modern Jazz Institute: mentoring, seminars and a six-month program in music and artist development. In the owner's account, the first 30 days raised the brand's reach by 1,700 percent, the first 45 days brought in $7,500 through social media, and within 90 days the work led to collaborations with Wynton Marsalis, Nicholas Payton and Jon Batiste. | C [44] |
| 2022 to 2023 | Sessions and seminars with working players and educators, among them Nicholas Payton, Eddie Henderson, Gary Bartz and Dayna Stephens, on a 60 day schedule of events. Partnerships and agreements are reported with the Juilliard School, Jazz at Lincoln Center and the Ministry of Education of the Bahamas, and recognition by UNESCO. | C [44] |
| 2022 | A conversation leads to summer camps and workshops, and to the introduction of Jon Batiste to Baha Mar in Nassau, where a jazz club was opened, according to the Department's own essay. | C [41] |
| May 20, 2023 | The InTheShed.Live notes page is created on Notion. It is the earliest dated record of the program that this paper can link. | B [45] |
| 2021 to 2024 | $JAZZ is conceived as an idea of the 2021 NFT run and put on hold when the market slowed (section 17). | C [41] |
| Sep 26, 2024 | The case study for InTheShed.Live is written up. On Nov 11, 2024 the Department of Jazz Foundations notes (premise, rules, FAQ) are created. | B [44] |
| Oct to Nov 2024 | Thelonious Punk, a jazz agent built on a framework called Bebop, is built in October and launched in public on Nov 3, 2024. | C [41] |
| Nov 9, 2024 | A manifest of 383 dated editor-history snapshots covering the first agent is later fingerprinted and anchored in Bitcoin. | A [20] |
| Dec 2, 2024 on | Fifteen repositories are created between this date and Oct 20, 2025. Every creation date and commit identifier is anchored. | A [20] |
| Jul to Sep 2025 | The essays are published: America's National Treasure (Jul 28), Memes, Markets, Money, and Jazz (Aug 22), No Neutral Posture (Aug 25), Jazz Ascensionism (Sep 9), Post Semantics (Sep 11), the polyvagal essay (Sep 19) and Introducing JazzGPT (Sep 22). | B [1] [2] [41] [42] [43] |
| Apr 2026 | Papers 038 to 053 are committed and published (Apr 6 to Apr 24). | A [20] |
| Oct 2026 | Proof of Presence and Symbols, Cymbals, and Pretense are published; the proof ledger is anchored in blocks 970577 and 970644. | A [5] [20] [21] |
The full dated record of the work, with the basis of each date (YouTube upload, release, first commit, or Notion creation), is the Work list on the JazzCats site, which serves as the encyclopedia of this paper.[45] An invoice dated March 20, 2024 from True Design Multi Services for $88,000.00 is reproduced on the front door; it is the owner's own record and is graded C. The 1,700 percent and $7,500 figures come from the owner's own case study and are graded C; they are not used as evidence for any claim in this paper.
The essay No Neutral Posture sets out the posture behind this work: a serious artist treats the platforms as a business, builds alternatives, or drifts, and only the first two preserve practice time.[43]
8The inversion: the performance is the product
"Own your masters" is, in these essays, a category error.[1] The master is a fixed copy of a past event. In jazz the original is the unrepeatable performance. A system that centres ownership on copies concentrates capital around catalogues and feeds, and leaves the live act exposed to every cost pressure.[1]
Two economic facts support the inversion. Live performance is a high-cost, low-scalability craft, the pattern Baumol described, and platforms have pushed recorded music toward commodity margins, with a near-zero price for each additional listen.[1] [18] Where one side of the market cannot be scaled and the other cannot be priced, price discovery has to move to where the scarce thing happens. The essays put it plainly: value discovery belongs on the bandstand, not only in record stores and feeds.[1]
What this does not say. It does not say recordings have no value. The recording is the archive; it stays available and it matters. It does not say copies should be free or that artists should not own their recordings. It says the performance is a separate asset that has been unpriced, and that the people who make it should hold the receipt for it.
9The mechanism: how a night becomes a record
9.1 The problem: dates held by landlords
Most proof of creative work today is held by the platform it was published on. A post's date is a row in someone else's database; when the account goes, the work and its chronology go together.[5] The author of the Proof of Presence paper describes losing fifteen years of public work, and the dates that proved it, to two platforms.[5] Three properties are missing from that arrangement: the creator should hold the evidence, anyone should be able to check it, and once recorded it should be impossible to rewrite quietly.[5]
9.2 Layer one: fingerprint and timestamp
Each artifact (an essay, a repository snapshot, a recording, a manifest) is reduced to a SHA-256 digest. The digest reveals nothing about the content and changes completely if one byte changes. The digest is submitted to OpenTimestamps, which aggregates many digests into a Merkle tree and commits the root to a Bitcoin transaction. The resulting proof links the artifact to a specific block.[5] [9] Public calendars absorb the fee, so the cost to the creator is zero.[5]
What it proves, exactly. That the artifact existed no later than the block. It does not prove when the artifact was first created, who made it, or that its contents are true.[5] A receipt system is only credible if it says this.
9.3 Layer two: the sequenced ledger
A timestamp proves one thing existed. A ledger proves an order of things. The Department's proof ledger is an append-only list. Each entry carries a sequence number, a date (Eastern), the artifact, its fingerprint, the proof file and block, and one sentence on what the entry does and does not prove.[5] [6] Because each new state of the ledger can itself be fingerprinted and anchored, the history is fixed as it grows: an entry cannot be inserted before an earlier one without breaking an anchored digest.[5] +1 Entries so far:
| Entry | What it records | Anchored in | Check |
|---|---|---|---|
| 001 | GitHub's creation dates and every commit identifier for 15 repositories created between Dec 2, 2024 and Oct 20, 2025, taken before any were made public. | Bitcoin block 970577 [20] | ots verify, shasum -a 256 |
| 002 | A manifest of 383 dated editor-history snapshots from Nov 9, 2024, covering the first AI agent. | Bitcoin block 970577 [20] | ots verify, shasum -a 256 |
| 003 | Every research paper in two private repositories: path, fingerprint, first commit date and identifier. | Bitcoin block 970644 [21] | ots verify, shasum -a 256 |
| 004 | The complete commit history of those repositories (2,656 commits) and a proof tying each paper to its original commit. | Pending confirmation when the ledger was published | see the ledger |
Check, independently of the Department: block 970577 was mined at 03:34 UTC on 2026-10-09, which is 11:34 pm Eastern on Oct 8, and block 970644 at 14:31 UTC on 2026-10-09.[20] [21] Rule for repositories going public: never rewrite history; secrets found in history are rotated, not scrubbed.[5]
9.4 Layer three: authenticated editions of live performance
The third layer applies the same receipt to the night itself; it is the subject of section 13. 0
9.5 Why signed content is not enough
The industry's main answer to the flood of synthetic media is content credentials, in which cameras and phones sign media at capture.[5] [10] Its structural weakness is that platforms strip the metadata on upload and transcoding, so the signature rarely survives to the viewer.[5] A ledger anchor complements it: the signature says this device made this file, and the anchor says this file existed by this block, with a proof that lives outside every platform. The design uses both.[5]
9.6 How a night becomes a record
Put together, the layers give a chain that runs from an event to a standing. Steps 1 to 6 are the method already in use for the Department's own work; steps 2 to 4 for live performances are designed and not yet built. 0
| Step | What happens | What it does | |
|---|---|---|---|
| 1 | The night | One set, in one room, before witnesses. | The event itself. |
| 2 | The manifest | Setlist, personnel, start and end times, and the hashes of the raw multitrack files. | Fixes what the night was. |
| 3 | The edition | A fixed number of editions, each linked to the manifest. | Gives the night a holder. |
| 4 | The use | Buy it, hold it, teach from it, cite it, book the same players. | What an edition lets people do. |
| 5 | The receipt | The manifest's fingerprint is anchored in a Bitcoin block. | Proof the manifest existed by that block. |
| 6 | The ledger | The receipt joins an ordered, append-only list that is itself anchored. | Makes the order checkable. |
| 7 | The precedent | Later nights and works cite earlier entries. | A record becomes a standard others can point to. |
| 8 | The next door | Standing in the ledger is what a player is trusted on for the next gig, grant or edition. | The record authorises more record. |
10Why a chain suits presence
The essay defines presence as an act that happens once, in time, before witnesses, and cannot be taken back. A confirmed transaction on a public chain has the same four properties.[5]
| Property of presence | Live performance | Confirmed transaction |
|---|---|---|
| Happens once | The night | The block |
| In time | Set times | Block height and timestamp |
| Before witnesses | The room | Thousands of independent nodes |
| Cannot be taken back | No second take | Finality; only a new transaction can respond |
Bitcoin's own paper begins here: "The solution we propose begins with a timestamp server," which works by "taking a hash of a block of items to be timestamped and widely publishing the hash," with each timestamp including the previous one, "forming a chain."[28] The Department's ledger is that mechanism applied to performances, and it uses Bitcoin itself as the clock. It does not compete with Bitcoin; it relies on it.
This is why a ledger can serve as a register of commitments the way parish registers once served for baptisms and marriages. In the paper's own words: "The value of web3 for culture is not the token. It is the timestamp, and the order."[5]
11The protocol
State: the ledger and the anchoring are in use for the Department's own work +1. Manifests, witness signatures and editions for live performances are specified here and not yet built 0.
11.1 Definitions
- Performance. A set played by named players in one place over one continuous interval of time.
- Manifest. A JSON document that describes one performance (fields below). It is serialised with the JSON Canonicalization Scheme[33] and hashed with SHA-256. The hash is the manifest's name.
- Witness signature. A signature over the manifest hash by a credited player, or by the venue, with a key listed in the manifest. Ed25519 is proposed.
- Anchor. An OpenTimestamps proof[9] that links a hash to a Bitcoin block header.
- Edition. A token that names a manifest hash and a fixed maximum count. One-of-ones are the simplest case. ERC-721 is proposed for one-of-ones and ERC-1155 for small runs.
- Ledger. An append-only list of entries. Entry i contains the hash of entry i minus 1. Its head hash is anchored periodically.[5] [6]
11.2 The manifest
An example, with placeholder values. It is not a real performance.
{
"version": "doj-manifest/0.1",
"event": {"date": "2026-11-14T21:00:00-05:00", "venue": "Example Room", "city": "New York"},
"players": [{"name": "Alias One", "instrument": "drums", "key": "ed25519:<public key>"}, ...],
"setlist": [{"title": "Example Tune", "composer": "original", "start": "21:04", "end": "21:15"}],
"media": [{"file": "drums.wav", "sha256": "<hash>", "role": "stem"}, ...],
"media_root": "<sha256 Merkle root over the sorted media hashes>",
"capture": {"device": "<model>", "c2pa": true},
"splits_bps": {"Alias One": 2500, ...}, // integers; the sum must equal 10000
"terms_sha256": "<hash of the edition terms>",
"prev": "<sha256 of the previous ledger entry>"
}
11.3 Procedures
- Record. Capture the raw multitrack files and keep them unaltered.
- Describe. Build the manifest, then compute the hash of every media file and the Merkle root.
- Attest. Every credited player signs the manifest hash. An edition is not issued without all of them.
- Anchor. Stamp the manifest hash and append it to the ledger.
- Issue. Mint the edition against the manifest hash, with its maximum count fixed at issue.
- Settle. A splitter contract pays sale proceeds according to
splits_bps. A splitter contract already exists in the JazzCats code.
11.4 Verification
Given a manifest M, its signatures, an OpenTimestamps proof and an edition token, a verifier does the following, with no account and no trust in the Department:
- Canonicalise M, hash it, and compare with the hash in the token and the ledger entry.
- Hash each media file, rebuild the Merkle root, and compare with
media_root. - Verify every signature over the manifest hash against the keys in M.
- Verify the OpenTimestamps proof to a Bitcoin block header and read its time T.
- Follow the hash chain from the entry to a later anchored head.
- Check that
splits_bpssums to 10,000 and that the token's splitter pays that table.
The verifier learns that M existed no later than T; that each listed key signed it; that the files with those hashes are the ones described; and that the edition routes value as stated. The verifier does not learn that the players performed live, that the files are unprocessed capture, or that a signer is the person they claim to be.
11.5 Invariants
- I1. A manifest is immutable once anchored: any change changes its hash.
- I2. The ledger is append-only: any edit to an earlier entry breaks every later hash.
- I3. Splits are integers that sum to 10,000.
- I4. An edition's maximum count is fixed when it is issued.
- I5. A manifest hash appears at most once in the ledger.
12Threat model and security properties
The protocol is meant to be attacked. This table lists the attacks the Department knows about, the defence in the design, and what is left over.
| Threat | Defence | What remains | |
|---|---|---|---|
| T1 | Backdating: claiming a performance happened earlier than it did. | An anchor gives an upper bound only: the manifest existed no later than the block. | The first-creation date cannot be proved by a timestamp. Earlier dates need corroboration from third parties: venue listings, tickets, posts. |
| T2 | Forgery: a synthetic or edited recording presented as a live set. | Hashes of raw multitrack files, signatures from every credited player, a venue co-signature where possible, capture-time credentials where the device supports them. | A forger with colluding players can still fabricate. The protocol raises the cost and does not remove it. |
| T3 | Deletion or censorship by a platform. | The creator holds the manifest and proof. Anchors are public and permanent. | Anchors do not store the media. Keeping the files available is a separate duty. |
| T4 | The creator rewrites history. | The hash chain and an anchored head. | History can be changed only before it is anchored. |
| T5 | A dispute over credits or splits. | All credited players must sign before an edition is issued. | Disagreement before signing is off-protocol. |
| T6 | A lost or stolen player key. | Key rotation by a signed statement from the other players. | Open problem: a recovery policy is not yet specified. |
| T7 | Manipulated bids: wash trading, bidding on one's own edition. | The rule that sellers do not bid on their own work, stated before the first sale; all addresses are public. | Addresses are pseudonymous. A determined actor can use several. |
| T8 | An edition judged to be a security. | No revenue-sharing or fractional edition until counsel has reviewed its terms. | Depends on jurisdiction and on the terms. |
| T9 | Chain-level risk: reorganisation, sequencer ordering, an unavailable RPC. | Anchors live on Bitcoin and do not depend on the L2. The collection's reveal uses a delay and a block hash chosen after it. | The settlement layer is an Arbitrum-stack L2 with a sequencer. |
| T10 | Standards that change. | The design depends on drafts only at its edges. | ERC-8048, 8004, 8183 and 8217 are drafts. |
| T11 | Privacy: names and rosters become public. | Anchors hold fingerprints only. Players can use aliases, as the registry already allows. | A manifest that is published reveals its roster. |
13The market for performance
State: designed, not built. 0 This section describes the design; it does not describe a market that exists.
13.1 The edition
- The event. A specific performance: date, venue, band, set. Its existence is witnessed by the room and recorded.[5]
- The anchor. At the end of the night a manifest is fingerprinted and anchored: setlist, personnel, start and end times, and the hashes of the raw multitrack files.[5]
- The edition. A fixed number of editions, in the simplest case one, each linking to the anchored manifest.[5]
- The split. Revenue is divided by contract among the players credited in the manifest, so the receipt that proves the night also routes its value.[5] The Department takes a share, and members who help get the night heard can share in it. The shares are not yet set.
- The archive. The recording stays available to hear. Owning an edition means owning a verifiable piece of the night, not exclusive access to the sound.[5]
13.2 What the buyer holds, and what the player keeps
The buyer holds that night's edition. The player keeps their music. An edition is a receipt for a night, not a transfer of the composition or the master, and the rights that come with each edition are written down with it. A token does not move copyright by itself, and the design does not pretend it does.
13.3 Auctions with reasons, not rankings
The essays call for auctions "with reasons not rankings," and archives with memory, not churn.[1] Selling the night after it has happened has a structural advantage over the older model of funding an artist first and hoping: nobody bears development risk for work that does not yet exist. It has a structural weakness too. A single auction with few bidders prices low. A disclosed reserve, funded by a sponsor, and an audience that is already in the room are the obvious protections. Both are proposals, not features.
13.4 Rights and services, unbundled
The rights stay with the player. The services around a performance (marketing, production, teaching, management) are separate work that is bought openly, and where possible paid on outcome. The earlier institutions built by musicians point the same way: Strata-East separated the artist's ownership from limited administrative services.[17] Bundling the two is what lets one party hold the ledger. The logic is the one Teece described: who captures the value of an innovation depends on who controls the complementary assets around it.[35]
13.5 Predictions that can fail
An economist should be able to reject this design. Each prediction below has a measure and a failure condition. Thresholds are fixed and published before the first sale, and the results are published whatever they show.
| Hypothesis | Measure | It fails if | |
|---|---|---|---|
| H-E1 | Open auctions held after a set clear above their reserve. | The share of editions that clear above reserve. | The share is below the threshold fixed in advance, for the number of editions fixed in advance. |
| H-E2 | An edition with a full manifest (raw hashes and co-signatures) sells for more than a comparable edition without. | Clearing price, with the listing presentation disclosed and varied. | No difference beyond the pre-registered margin. Social influence can distort price signals, so bid counts are handled with care.[34] |
| H-E3 | The players' realised share of gross is higher than under a bundled arrangement. | Payout divided by gross, published for every edition. | The realised share is not above the share the player would otherwise have received. |
| H-E4 | Holders of a cat bid at a higher rate than the general public. | The share of winning bids from holders. | Holders win no more than their share of bidders. |
13.6 Legal note
An edition that promises profit from others' efforts can be a security. Fractional or revenue-sharing editions are not offered until counsel has reviewed their terms, and no edition is offered before its terms are reviewed. A plain collectible, with one work, one record and no promised return, is the starting point.[5]
14On-chain finance: who captures the value
Ownership and money. A chain does two things for an artist. It lets them hold the record of their work, so that ownership is a fact anyone can check. And it makes culture liquid: a following, a meme, a work or a night on the bandstand can be priced by anyone, at any hour, with no gatekeeper in between. The second effect is often called hyperfinancialization. For most of the twentieth century the value jazz produced was captured by whoever held the master and the pipe: labels, publishers and distributors. This paper treats that as a design problem. The question is where the value lands.
How attention becomes price. Herbert Simon observed that a wealth of information creates a poverty of attention. Dawkins named the unit of cultural transmission and Blackmore gave it selection criteria. Chains turn attention into price through automated market makers and exchange listings; the Department's paper on memes and markets sets out the mechanism.[42] The signal is already visible in ordinary retail finance: when Robinhood reported its second quarter of 2021, Dogecoin was 62 percent of its crypto transaction revenue, from crypto revenue of $233 million.[55]
What the Department does with it. It writes the split into the contract at the time of the night, credits the players in the manifest, and keeps the record with the player. A work or an edition is then a claim on a specific, checkable thing. The collectibles run on Robinhood Chain, where people already trade, and the Department's currency, $JAZZ, is meant to be used inside the institution and not held as a bet.
Honest limits. Markets take a cut: fees, slippage and fast money are part of every venue. A price is not a promise, and nothing here is a forecast of one. Creator royalties on resale are advisory in the standard (ERC-2981 reports a royalty; it does not force one), and some marketplaces have made them optional, so the paper does not rely on them. And in the first release, the works mint pays the Department's treasury, not the musicians. Performance editions, where the split is written among the players of a night, are the mechanism that pays musicians, and they are not yet built (section 13).
The argument in one line. The people who built jazz are not the labels and infrastructure providers who were paid for it. A chain is the first infrastructure in a century that can pay the players directly, if the contract is written to do so.
15What the sciences say, and what they do not
The Department's essays make claims about brains and bodies. Some are supported by published work, one rests on a contested theory, and most are hypotheses. They are kept apart here.
15.1 Established, with limits
- In a study of six professional jazz pianists, improvising, compared with playing an over-learned sequence, was associated with deactivation of dorsolateral prefrontal and lateral orbital cortex and activation of medial prefrontal cortex. The authors read this as behaviour without the usual central self-monitoring.[29] The sample is small, and the finding concerns pianists in a scanner.
- In a study of eleven singers and a conductor, respiration and heart-rate variability synchronised more during singing than at rest, and more in unison singing than in a part song or canon.[30]
15.2 Contested
The Department's essay on the nervous system builds on the polyvagal theory.[3] That theory is disputed in the physiological literature: critics argue that respiratory sinus arrhythmia is not a direct measure of vagal tone, and a 2025 expert evaluation concluded the theory is untenable; its originator has replied.[31] [32] This paper does not rely on it. The measurements proposed below are heart-rate and respiration coupling, which are observable whether or not the theory is true.
15.3 Hypotheses
Each is to be pre-registered before data are collected, with thresholds fixed in advance, and the results published whatever they show.
- H-S1. Heart-rate-variability and respiration coupling between players is higher when a quartet improvises on a form than when the same quartet plays a composed chart on the same form. Design: within-group crossover, wearable sensors, phase-synchronisation analysis as in the choir study.[30]
- H-S2. Coupling between players and a live audience is higher than coupling between the same listeners and a recording of that performance. If there is no difference, the claim that presence is a distinct biological good is weakened, and the case for editions rests on provenance and scarcity alone.
- H-S3. The neural signature of swing, as distinct from timing accuracy, can be separated with EEG or fMRI in trained players. This is the Department's first research question.
16The art: the cats, the passport and the permit
JazzCats is the art, and it is the same mechanism applied to a collection: a record kept on chain by those who made it, checkable by anyone. +1 built and verified; the mint has not opened.
- 5,678 cats. Each is a musician with its own song. The art is drawn from the chain and fixed at launch.[22]
- Every cat was rebuilt and checked against its own recipe: all 5,678 slots pass every check against the committed root 0x40eb…922c. The suite of 211 contract tests and the contract size check pass.
- A full lifecycle was run on the real Robinhood Chain test network: a public mint (transaction), the owner closing the mint (transaction), the shuffle, and the cat's art published with its Merkle proof (transaction). The token then reads back with its traits. The contract is at 0x4aa75619…e55bd0.
- Each cat carries a record on chain in the ERC-8048 form, including the address where an agent answers for it, and a statement that the record holds no spending authority.[11]
16.1 Costs, sizes and the reveal
Measured on the Robinhood Chain test network on 2026-11-01, in gas units, for one cat. +1
| Step | Gas | Note |
|---|---|---|
| Public mint, one cat | 122,131 | Real transaction on the test network |
| Owner closes the mint | 77,909 | Arms the shuffle |
| Owner sets the reveal time | 40,382 | The reveal-now path |
| Lock the shuffle | 51,139 | Commits to a future native block |
| Finalise the shuffle | 72,533 | Reads that block's hash |
| Publish one cat's art with its Merkle proof | 764,614 | 2,597 compressed bytes; the proof has 13 hashes |
| Publish all 5,678 (arithmetic, not measured) | 4,341,478,292 | At 0.02 gwei, the price read from the Robinhood mainnet RPC on 2026-11-01, about 0.087 ETH |
| Genesis contract, runtime size | 24,278 bytes | Limit 24,576 (EIP-170); initcode 45,479 of 49,152 |
The reveal is a commit-then-reveal with a delay. After a sell-out, or an owner close, a 24-hour delay applies. The owner may move the reveal time anywhere between now and seven days after arming, and anyone may close a mint that has been open for 14 days, so the reveal cannot stall. A lock then commits to a native block a few blocks ahead, and finalising reads that block's hash through the chain's ArbSys precompile and derives the offset as keccak256(hash, root, contract) modulo 5,678. If the hash is unavailable, the lock clears and can be repeated. The known weakness is that block ordering on this chain is controlled by a sequencer.
16.2 The passport and the permit
Agent identity standards are still drafts: ERC-8004 for agents, ERC-8217 for binding an agent to an NFT, and ERC-8183 for job escrow between a client, a provider and an evaluator.[12] [13] [14] The design uses them as they stabilise. A gig maps onto the job standard: a club locks a budget, the band performs, an evaluator decides whether the work was done, and an expired job refunds. 0 The permits that let an agent act for a holder (limited to seven days and 1,024 actions, unable to spend, ended by a sale) are written and tested locally; they are not on mainnet.
16.3 Care, pace and levels
The game layer is designed: a cat's vitals computed from timestamps, three paces from daily care to weekly, experience and levels that unlock access and not yield. -1 The contract is written and has not been deployed.
16.4 The works
The front door offers a second kind of art: generative works, each drawn from a 256-bit seed. The seed fixes the palette, the textures and the composition, and every work spells JAZZ in its own hand, so the possible works number in the billions upon billions. The picture on screen is the one minted: the seed is sent in the mint, the contract records it, and the work is redrawn from that seed alone by code whose hash is pinned in the contract. A seed can be minted once, so a minted work cannot be repeated. A work that is not minted is gone when the page closes. 0 The contract is written and tested (13 tests) and has not been deployed. The price is 0.1 ETH, payable in ETH or in $JAZZ at a rate that keeps it at 0.1 ETH, and any holder is a Patron of the Department. The Patron role is read from the chain, so no list is kept.
17The original $JAZZ notes (2024)
$JAZZ began as a set of notes in 2024 and is kept here as history. Nothing in this section is offered or planned as written. It is the original thinking, set beside what the design says now, so a reader can see what changed and why.
Where it came from. The notes say the idea was born in the 2021 NFT run, from a founder who was a member of the CyberKongz community, and that it was put on hold as the market slowed and the community went quiet.[41] The Department kept building programs, and the notes later returned to the idea after Thelonious Punk was deployed.
What the notes proposed. A community of artists, builders and patrons; features gated by holding the coin; governance by proposals that artists endorse; a jazz festival; a reputation-based freelancer marketplace with a 1 percent network fee shared with stakers; an AI launchpad where burning the coin generated an AI jazz musician; access to the Modern Jazz Institute; and buybacks funded by revenue.[41]
The original allocation, for the record. One billion coins were to be minted:
| Allocation | Share | Terms in the notes |
|---|---|---|
| Public distribution | 20% | half vesting 18 months |
| Team | 15% | 12 month cliff, 24 month quarterly vesting |
| Advisors | 5% | 6 month cliff, 24 month quarterly vesting |
| Private sale | 15% | 18 month lock, 36 month vesting |
| Community and artists | 30% | up front |
| Developer incentives | 13% | |
| AI-powered fund | 2% |
The shares sum to 100 percent. The notes also said buybacks and burns would raise the coin's value. This paper makes no such claim and the current design does not depend on one.
What changed. The original notes were a token-first design: a supply, an allocation and a promise of governance and buybacks. The current design is use-first. The coin is the currency inside the Department: it pays musicians, buys lessons, cares for cats and mints works, and its price in works is pegged to 0.1 ETH through a keeper-set rate that moves at most 10 percent an hour.[41] Holding a work makes the holder a Patron of the Department. Any token design is reviewed by counsel before launch, and none is offered by this paper.
18The currency: $JAZZ
State: not launched. -1 The plan is to launch $JAZZ on Robinhood Chain, which has been live on mainnet since July 1, 2026 and is built on the Arbitrum stack.[26]
$JAZZ is the currency of the Department. It is meant to be used inside it: to pay a musician, buy a lesson, care for a cat, take a gig, hold a licence. Progress, levels and standing are worth something in the Department whatever the coin trades at. This paper does not describe supply, price or distribution, and it makes no promise about either.
19The institution
The fellowship. A fellowship that cuts across silos of academia and industry: drummers and neuroscientists on the same problems, saxophonists and systems engineers designing exercises that extend what a player can do, critics and cryptographers building reputation that cannot be gamed.[1] A letter seeking one institutional partner to host the first residency was published in September 2025.[8] -1
The research agenda. Five questions that academia will not fund and industry will not ask:[1]
- What is the neural basis of swing, as distinct from timing accuracy?
- How does improvisation encode information, and how much entropy is best?
- What are the economics of excellence: which funding structures support innovation and which suppress it?
- How can AI augment human creativity without replacing it, tested by experiment?
- What does collective intelligence look like in practice in an ensemble that decides without hierarchy?
Education, both ways. Technologists learn to improvise: to listen, to take risks in public, to make irreversible decisions under constraint. Musicians learn code and capital: to read the systems that already shape what is heard, and to found and govern.[1]
The stack. The Department refuses what the essays call the control stack: automated gatekeeping of what may be heard, pooled platform power, optimisation toward no end. It builds a sovereign one, in which those who ascend through the music ascend the institution. AI is treated as a microscope, a way to see what ears and institutions have not resolved, and not as a substitute for the player.[1]
20Agents and receipts
Agents act in discrete steps, so every step can be logged. The design rule is: no action without an ask, no ask without a receipt.[5] An agent owned by a person should log every action it takes for its principal, in order, to a ledger the principal controls; anchor that log periodically so the principal can prove what was done in their name; and refuse actions it cannot record.[5] That is what makes an agent safe to own: not that it never errs, but that every act is ordered, checkable and attributable.
The Department applies the rule to its own agents. Their papers are posted unedited with the commit identifier, the file's git blob and its SHA-256, and dated to the original commit; the Confidence Score paper, for example, is dated April 21, 2026, 10:05 AM ET, commit 290bf09.[7] The 83 field notes in the public repository carry the same provenance.[24] They are field notes from a running system, not claims about the world.
21What exists today
Each line carries its state: -1 planned, 0 being built, +1 done and checkable.
| State | What | Check it |
|---|---|---|
| +1 | The proof ledger, entries 001 to 003, anchored in Bitcoin. | Blocks 970577 and 970644. |
| +1 | Open tools: a bass engine, the pitch-to-light math, an agent, a mixing toolkit. | department-of-jazz-opensource[23] |
| +1 | 83 field notes written by the system's agents, each dated to its first commit. | srida-papers |
| +1 | Merit, a recorder that proves how work was made, anchored in Bitcoin. | merit.artofficial.computer[25] |
| +1 | The JazzCats collection built and verified, with a full lifecycle run on the real Robinhood Chain test network. | the contract |
| +1 | The registry for players: a sealed door, music kept by the player, paid the same day a sale is confirmed. Invite-only. | apply on the front page |
| 0 | Authenticated editions and one-of-one performances. | designed, section 6 |
| 0 | New Jazz City, the world the cats live in. | built, not live |
| 0 | Game contracts and agent permits. | tested locally, not on mainnet |
| -1 | The JazzCats mint, the door list for holders, records, vinyl and merchandise. | planned |
| -1 | The fellowship. | planned |
| -1 | $JAZZ. | not launched |
22Limits and risks
- A timestamp proves existence by a date, not authorship or truth. Editor history and local files are self-recorded; they support claims, and third-party records (GitHub, public chains, archives) carry them.[5]
- Public chains are permanent. The ledger anchors fingerprints, never content, because anything anchored cannot be withdrawn.[5]
- Editions carry legal exposure that depends on their terms (section 13.6).[5]
- Thin markets. A single night's auction can attract few bidders and price low. The reserve and the audience are proposals, not guarantees.
- The standards are drafts. ERC-8048, 8004, 8183 and 8217 are all drafts and may change.[11] [12] [13] [14]
- Unaudited code. The contracts have been tested extensively and have not been independently audited. The collection's reveal depends on a block hash chosen after a delay, on a chain whose block ordering is controlled by a sequencer.
- Arguments, not measurements. The claims about nervous systems and swing are the Department's arguments and its research agenda, not established results.[3]
- Not finished. The mint has not opened, the editions are designed, and $JAZZ has not launched.
23Claims register
Every claim in the paper is listed once, with its type, its state, its evidence and a way to show it wrong. A claim that has no way to be shown wrong is marked as an argument or a forecast, and is not counted as evidence.
| ID | Claim | Type | State | Evidence | How to falsify |
|---|---|---|---|---|---|
| C1 | Congress designated jazz "a rare and valuable national American treasure" in 1987. | fact | +1 | H.Con.Res.57[27] | Read the resolution. |
| C2 | The first commercially successful jazz record, by most accounts, was made in 1917. | fact | +1 | ODJB, Victor[15] | Scholarship naming an earlier commercial success. |
| C3 | Ledger entries 001 to 003 are anchored in Bitcoin blocks 970577 and 970644. | fact | +1 | The blocks[20] [21] | Run ots verify and shasum; a mismatch falsifies it. |
| C4 | All 5,678 cat slots verify against root 0x40eb…922c. | fact | +1 | Verifier output in the repository[22] | Re-run the verifier. |
| C5 | A full mint, close, shuffle and publish ran on the real Robinhood Chain test network. | fact | +1 | Three transactions, section 10 | Open the transactions. |
| C6 | 211 contract tests pass and the size check passes. | fact | +1 | The repository test run | Run the test command. |
| C7 | The registry for players is live and invite-only. | fact, owner-attested | +1 | A private deployment receipt; the registry is behind an access gate | Not publicly checkable. Say so. |
| C8 | The product of jazz is the performance and the recording is the archive. | argument | Essays[1] | Show that recordings, not performances, are where the value is created. | |
| C9 | Editions of live performance can be priced by open auction. | design | 0 | Section 8 | H-E1 to H-E4. |
| C10 | Ensembles couple physiologically more when improvising. | hypothesis | -1 | Indirect: [30] | H-S1. |
| C11 | Live presence has a biological effect that a recording does not. | hypothesis | -1 | None yet | H-S2. |
| C12 | The polyvagal account of improvisation is correct. | not claimed here | Contested[31] [32] | Not relied on. | |
| C13 | $JAZZ has launched. | fact | -1 | It has not launched | Look for a contract. Absence cannot be proved; the owner attests it. |
| C14 | The Department of Jazz will become a major network. | forecast | None | Not claimed. | |
| C15 | The works contract passes its 13 tests and has not been deployed. | fact | 0 | The repository test run; no deployment exists | Run the test command; look for a contract address (none is published). |
| C16 | The Amen break was sampled into thousands of tracks, the Winstons received no royalties, and Gregory Coleman died homeless in 2006. | fact, third-party | +1 | Wikipedia, Amen break (see the reference list) | Sources that contradict any of the three parts. |
| C17 | In its second quarter of 2021 Robinhood reported Dogecoin as 62 percent of crypto transaction revenue. | fact, third-party | +1 | CNBC coverage of the earnings (see the reference list) | The earnings release. |
| C18 | The author was contracted by an NFT project that collaborated with people from Steve Madden, and built #InTheShed.Live in 2022. | fact, owner-attested | 0 | The author's own case study and account | Not independently confirmed here. Third-party records would upgrade it. |
| C19 | The record industry was the first built on selling copies of a performance. | argument | The Department's essays[1] | An earlier industry that sold copies of live performance at scale. |
24How to check this paper
Everything here can be checked without trusting the Department.
# the Bitcoin blocks that anchor the ledger (open in any block explorer) https://mempool.space/block/970577 mined 2026-10-09 03:34 UTC https://mempool.space/block/970644 mined 2026-10-09 14:31 UTC # the testnet contract: supply should read 1 (one cat, minted, shuffled, revealed) cast call 0x4aa75619aa0906959cd780b345ae3c6c42e55bd0 "totalSupply()(uint256)" \ --rpc-url https://rpc.testnet.chain.robinhood.com # the fingerprint of any artifact must match its ledger entry shasum -a 256 <file> ots verify <file>.ots
The texts this paper cites are fingerprinted below, as retrieved on 2026-11-01. A fingerprint of the extracted text, not of the web page, so a different extraction can differ in whitespace.
| Text | SHA-256 of the text as retrieved from the Substack feed, 2026-11-01 |
|---|---|
| [1] Jazz Ascensionism: A 12-Bar Blues | fb3366d28d3815b6033c96f7e6555662c12d81ad66c093645c66944ac6743e7a |
| [2] Post Semantics | 7cbbca472e0bfee5fe51c41f6b7a28b243a764d3106a61376def39afba3a8b50 |
| [3] The Polyvagal Theorem, Jazz, and Cultural Infrastructure | 3803fca905e045cd5cbbd6169dffb345ff1a008d94f1c860b616cbf42cc98a87 |
| [4] Symbols, Cymbals, and Pretense | 1cda71fd690f4a1675886aa807d7e34fecb1217ad4aaea2fa5066cf280b827f5 |
| [5] Proof of Presence | 5460c7c9201168344f6a8e85409be3f0aa207679045098d44a27d3f75dee5843 |
| [6] The Proof Ledger | 3adf2a048abdc7963eb52c2dde2a09f77eb6110de2759f19c5eedc6eb98fed49 |
| [7] Paper 050 | c8704704cc3264839db8d6b3b77b5e1a0daf6d75445dff12d4aa9d6ca722ebc8 |
| [8] Introducing JazzGPT | d2fd83716596c41389b6844ac26498e95c9397522f5dc8a74aa5f73a8e88acaf |
The SHA-256 of this page as published is in index.html.sha256. Its fingerprint is to be added to the proof ledger on publication.[5]
References
- Jazz Ascensionism: A 12-Bar Blues on Art, America, Technology, and Post-Semantic. Kyle Benford, the Department of Jazz, 2025-09-09. departmentofjazz.substack.com/p/jazz-ascensionism-a-12-bar-blues
- Post Semantics. the Department of Jazz, 2025-09-11. departmentofjazz.substack.com/p/post-semanticism
- The Polyvagal Theorem, Jazz, and Cultural Infrastructure. the Department of Jazz, 2025-09-19. departmentofjazz.substack.com/p/the-polyvagal-theorem-jazz-and-cultural
- Symbols, Cymbals, and Pretense. the Department of Jazz, 2026-10-10. departmentofjazz.substack.com/p/symbols-cymbals-and-pretense
- Proof of Presence. the Department of Jazz, 2026-10-10. departmentofjazz.substack.com/p/proof-of-presence
- The Proof Ledger. the Department of Jazz, 2026-10-10. departmentofjazz.substack.com/p/the-proof-ledger
- Paper 050: The Confidence Score Doctrine, posted unedited with its commit. the Department of Jazz, committed 2026-04-21. departmentofjazz.substack.com/p/paper-050-the-confidence-score-doctrine
- Introducing JazzGPT. the Department of Jazz, 2025-09-22. departmentofjazz.substack.com/p/introducing-jazzgpt
- OpenTimestamps. opentimestamps.org. opentimestamps.org
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- Original Dixieland Jass Band (the 1917 Victor session). Wikipedia. en.wikipedia.org/wiki/Original_Dixieland_Jass_Band
- The AACM, official history. aacmchicago.org. www.aacmchicago.org/about
- Strata-East Records. SFJAZZ. www.sfjazz.org/athome/jazz-minute/strata-east-records/
- Baumol and Bowen, Performing Arts: The Economic Dilemma. 1966.
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- Bitcoin block 970577, mined 2026-10-09 03:34 UTC. mempool.space. mempool.space/block/970577
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- JazzCats. jazzcatsfun.pages.dev. jazzcatsfun.pages.dev
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- srida-papers, 83 field notes by the system's agents. GitHub. github.com/nebulamji/srida-papers
- Merit, a recorder that proves how work was made. merit.artofficial.computer. merit.artofficial.computer
- Robinhood Chain goes live on mainnet. The Block, 2026-07-01. www.theblock.co/news/business/2026-07-01-robinhood-chain-goes-live-mainnet-alongside-24-7-
- H.Con.Res.57, 100th Congress: jazz designated "a rare and valuable national American treasure"; passed the House Sept 23, 1987 and the Senate Dec 4, 1987; 101 Stat. 2013; nonbinding. Rep. John Conyers Jr., sponsor. www.congress.gov/bill/100th-congress/house-concurrent-resolution/57
- Satoshi Nakamoto, Bitcoin: A Peer-to-Peer Electronic Cash System, section 3, Timestamp Server. 2008, 9 pages. bitcoin.org/bitcoin.pdf
- Limb and Braun, Neural substrates of spontaneous musical performance: an fMRI study of jazz improvisation. PLoS ONE 3(2): e1679, 2008. Six jazz pianists. pubmed.ncbi.nlm.nih.gov/18301756/
- Muller and Lindenberger, Cardiac and respiratory patterns synchronize between persons during choir singing. PLoS ONE 6(9): e24893, 2011. Eleven singers and a conductor. www.ncbi.nlm.nih.gov/pmc/articles/PMC3177845/
- Grossman and Taylor, Toward understanding respiratory sinus arrhythmia: relations to cardiac vagal tone, evolution and biobehavioral functions. Biological Psychology 74(2): 263-285, 2007. doi.org/10.1016/j.biopsycho.2005.11.014
- Why the polyvagal theory is untenable: an international expert evaluation (Grossman and co-authors). Clinical Neuropsychiatry 22(3): 169-184, 2025. Disputed by S. W. Porges in a 2026 reply. www.clinicalneuropsychiatry.org/download/why-the-polyvagal-theory-is-untenable-an-internat
- RFC 8785: JSON Canonicalization Scheme (JCS). IETF. www.rfc-editor.org/rfc/rfc8785
- Salganik, Dodds and Watts, Experimental study of inequality and unpredictability in an artificial cultural market. Science, 2006. 14,341 participants. pubmed.ncbi.nlm.nih.gov/16469928/
- Teece, Profiting from technological innovation: implications for integration, collaboration, licensing and public policy. Research Policy, 1986. doi.org/10.1016/0048-7333(86)90027-2
- The Musical Offering (Bach, 1747): Bach improvises a three-voice fugue on a theme given by Frederick the Great at Potsdam. Wikipedia, citing Forkel and Bach family sources. en.wikipedia.org/wiki/The_Musical_Offering
- Cadenza: a passage improvised or written out for the soloist, with Mozart concerto cadenzas as the standard examples. Wikipedia. en.wikipedia.org/wiki/Cadenza
- Children's Corner (Debussy, 1908), including Golliwogg's Cakewalk. Wikipedia. en.wikipedia.org/wiki/Children%27s_Corner
- Ebony Concerto (Stravinsky), written for Woody Herman and his band, 1945. Wikipedia. en.wikipedia.org/wiki/Ebony_Concerto_(Stravinsky)
- Alfred Appel Jr., Jazz Modernism: From Ellington and Armstrong to Matisse and Joyce (the Parker and Stravinsky anecdote at Birdland, winter 1951). Knopf, 2002.
- America's National Treasure: Spontaneous Innovation, AI Agents and the Arts (the original $JAZZ notes, Thelonious Punk, the Department's early history). the Department of Jazz, Paragraph, listed Aug 25 (2025). paragraph.com/@the-department-of-jazz/america-s-national-treasure
- Memes, Markets, Money, and Jazz: An Empirical History from Dawkins to $TRUMP. the Department of Jazz, Paragraph. paragraph.com/@the-department-of-jazz/memes-markets-money-and-jazz-an-empirical-history-fr
- No Neutral Posture: The Only Three Moves for Serious Artists in the Algorithmic Age. the Department of Jazz, Paragraph. paragraph.com/@the-department-of-jazz/no-neutral-posture-the-only-three-moves-for-serious-
- Case Study: InTheShed.Live (the owner's own account: built in 2022, results at 30, 45 and 90 days, partners, guests). Notion page created 2024-09-26. shedding.notion.site/10daf7d31e8581e98d1bc81f7c3c0874
- The Work list on the JazzCats site: every dated work, with the basis of each date. jazzcatsfun.pages.dev. jazzcatsfun.pages.dev/
- Cybernetic Culture Research Unit (founded at the University of Warwick in 1995 by Sadie Plant and Nick Land). Wikipedia. en.wikipedia.org/wiki/Cybernetic_Culture_Research_Unit
- Simon Reynolds, Renegade Academia: the Cybernetic Culture Research Unit (the unit drew energy from jungle, a/k/a drum and bass). Energy Flash blog, Nov 2009, reprinting a 1998 piece. energyflashbysimonreynolds.blogspot.com/2009/11/renegade-academia-cybernetic-culture.html
- Amen break: the seven-second drum break by Gregory Coleman on "Amen, Brother" (The Winstons, 1969); a staple of jungle and drum and bass; the Winstons received no royalties; Coleman died homeless and destitute in 2006. Wikipedia. en.wikipedia.org/wiki/Amen_break
- Steve Madden, Ltd.: founded 1990, IPO 1993, Nasdaq SHOO, Long Island City headquarters, 255 locations (2023), about 4,200 employees (2024), revenue about $2.53 billion (2025). Wikipedia, citing the company filings. en.wikipedia.org/wiki/Steve_Madden,_Ltd.
- George Akerlof, The Market for "Lemons": Quality Uncertainty and the Market Mechanism. The Quarterly Journal of Economics 84(3): 488-500, 1970. doi.org/10.2307/1879431
- Michael Spence, Job Market Signaling. The Quarterly Journal of Economics 87(3): 355-374, 1973. doi.org/10.2307/1882010
- Vincent Crawford and Joel Sobel, Strategic Information Transmission. Econometrica 50(6): 1431-1451, 1982. doi.org/10.2307/1913390
- Jungle music: a genre developed in the 1990s out of the UK rave scene and Jamaican sound system culture, characterised by rapid, heavily syncopated breakbeats. Wikipedia. en.wikipedia.org/wiki/Jungle_music
- Jazz ambassadors: from 1956 the US State Department hired Louis Armstrong, Dizzy Gillespie, Dave Brubeck, Benny Goodman and Duke Ellington to tour overseas. Wikipedia. en.wikipedia.org/wiki/Jazz_ambassadors
- Robinhood says dogecoin accounted for 62% of crypto revenue in Q2 2021; crypto revenue was $233 million. CNBC, Aug 18, 2021, reporting the company's second-quarter earnings. www.cnbc.com/2021/08/18/robinhood-crypto-revenue-jumped-over-45-fold-in-q2-to-233-million.
- Genesis (2021): the owner's first NFT collection, five works, created Nov 2021. OpenSea collection page; contract address not yet confirmed. opensea.io/collection/genesis1