DEV Community: Darryl Hillock

Garth Brooks’ Kansas City Cancellation Shows Why Ticket Queues Need Better Evidence

Darryl Hillock — Sun, 01 Nov 2026 15:06:50 +0000

Garth Brooks’ Kansas City Cancellation Shows Why Ticket Queues Need Better Evidence

Garth Brooks canceled a November 7 Kansas City matinee at T-Mobile Center after a ticket queue of more than 90,000 was reportedly overwhelmed by bots. According to a statement posted to Brooks’ website, most of the queue turned out to be automated activity, and AXS and the venue shut down the sale. Fans who completed purchases are set to receive automatic refunds to their original payment method.

The immediate problem is simple: bots can keep real fans from buying seats. But this case also shows a more difficult problem for artists, promoters and venues. A ticket queue is often treated as evidence of demand. When that queue can be distorted, it becomes a weak basis for deciding whether to add capacity, schedule another performance or measure who is actually trying to attend.

A queue is not the same as a fan relationship

The canceled lower-bowl Saturday matinee was added as a third Kansas City date on October 21, after Brooks believed fans had been left without tickets in the original on-sale. Tickets went on sale October 23. The later shutdown turned the same system meant to reveal unmet demand into a source of confusion: bots reportedly held tickets across the floor and lower bowl, while legitimate purchasers were pushed into a cancellation and refund process.

That is bigger than a bad on-sale. It means the signal used to make a live-business decision can be contaminated before the decision is made. A large queue may represent interest, but it may also represent software competing for inventory. The numbers look authoritative while failing to answer the question an artist actually needs answered: which real people want to come, and what did they genuinely try to buy?

Refunds need a clear trail

Automatic refunds are necessary when a sale is halted, but they are a downstream repair. The operational record has to connect the attempted purchase, the payment method, the ticket inventory and the refund outcome. Without that context, a disruption that begins with fake attention can create a second problem for real customers: uncertainty over what happened to their transaction.

For creators and their partners, this is why commerce context matters. Real activity should be distinguishable from automated pressure, and the record of a transaction should remain clear enough to explain an outcome when a sale fails. The goal is not simply a larger queue or a faster sellout. It is evidence that can support a real decision and a fair response when something goes wrong.

The dependency behind the ticket sale

Brooks’ Kansas City sale ran through AXS, and the venue and ticketing system were able to stop the sale once the reported bot activity became excessive. That intervention may be necessary in the moment, but it also reveals the concentrated structure of modern ticketing: fan access, demand signals, transaction records and remedies sit inside systems the artist and fans do not operate.

The harder question is why the evidence around a creator’s audience and commerce must live primarily inside a centralized intermediary’s environment. More controls may improve an on-sale, but they leave the intermediary in charge of the audience signal, the transaction history and the process for making customers whole.

Certifyd takes the opposite architectural direction by giving creator identity, publishing context, commerce activity and public records a stronger creator-controlled foundation. In a case like Kansas City, that matters because a creator otherwise has no creator-operated layer connecting real audience activity and commerce context outside the ticketing company’s system. Certifyd’s approach makes it possible for those parts of a creator’s operation to originate on creator-controlled infrastructure rather than existing only as records held by the intermediary; the broader network is built toward moving more supported functions away from centralized control.

The Kansas City cancellation does not make ticket bots a new problem. It makes their cost more visible. When fake traffic can influence programming decisions, block genuine customers and trigger refunds, trustworthy records stop being administrative detail. They become part of how creators understand their audience and run their business.

Originally published on Certifyd.

Digiday’s Creator Payments Warning: The Transaction Is Becoming the Relationship

Darryl Hillock — Sat, 31 Oct 2026 15:05:26 +0000

Digiday’s Creator Payments Warning: The Transaction Is Becoming the Relationship

Digiday’s report on the creator economy payments problem puts the contradiction in plain sight: creators are becoming more valuable to advertisers while the systems for paying them remain fragmented. The article, published October 29, 2026, says U.S. celebrity payments in advertising are projected to reach $2.06 billion that year, nearly 70% above the level of five or six years earlier, according to XR Extreme Reach data cited by Digiday.

The immediate issue is operational. Digiday describes payment work spread across spreadsheets, manual processes and consumer payment apps, while brands and agencies may use four or five systems on a single creator campaign. More campaigns, more categories and more creators mean more payment terms, approvals, tax checks and paperwork to reconcile.

A payment is not just back-office work

The obvious answer is better accounts-payable software. That may reduce delays and confusion, but it does not fully answer the structural problem. When a creator’s commercial life is divided across an agency’s systems, a brand’s systems and several payment vendors, the creator is treated as an account moving through someone else’s operating environment.

That setup gives intermediaries an expanding role in the creator relationship. They do not merely coordinate a campaign; they become the place where payment access, transaction history and often the practical record of the business relationship live. As creator advertising becomes a larger business, that dependency becomes harder to ignore.

Direct sales change the question

Direct commerce starts from a different premise. When fans purchase content directly from a creator, the transaction can be part of a relationship the creator develops rather than a distant entry in a third party’s workflow. The sale matters not only because money changes hands, but because it gives the creator a direct commercial connection to the people choosing to support the work.

Receipts and access are not glamorous topics, but they are where a customer relationship becomes real. A creator who can build business activity around direct purchases has a clearer path to understanding demand than one whose commercial activity is scattered across disconnected systems. That does not eliminate the need for agencies, brands or specialist payment services in advertising. It does challenge the assumption that every important creator-business function must remain inside an intermediary’s infrastructure.

The infrastructure question behind the payment problem

The payment gap Digiday identifies is evidence that the creator economy has outgrown a collection of one-off tools. The industry needs more than faster ways to send money after a deal is done. It needs a model in which creators have a stronger operating position in the commerce and customer relationships that sustain their work.

That is the specific gap Certifyd addresses in a different part of creator business: direct fan commerce. Certifyd is currently in beta and is positioned as creator-owned infrastructure for multiple creator-business products built from a shared foundation. Its beta commerce model supports direct purchases of content by fans, shifting a sale from an event administered solely within a brand, agency or payment vendor’s systems toward one that begins in creator-owned infrastructure.

It makes the underlying architectural contrast visible: a creator should not need a centralized company to sit between every commercial interaction and the customer connection it creates. As Certifyd builds toward a creator-operated network, direct purchases give creators a starting point for running more of their commerce closer to their own business rather than solely as accounts inside intermediary systems.

From payment bottleneck to creator control

Creator advertising will still require serious operational discipline as budgets rise. Digiday is right to focus on payment complexity as a constraint on the market’s next phase. But the longer-term question is who owns the infrastructure that turns commercial activity into an ongoing creator business.

Creators should not have to choose between getting paid and keeping their customer relationships intelligible. Direct commerce will not solve every campaign-payment problem, but it creates a practical alternative to building every transaction, receipt and point of access inside systems the creator does not operate. That is the direction Certifyd is building toward: a creator-owned foundation where commercial activity can begin closer to the creator, not only inside an intermediary’s account structure.

Originally published on Certifyd.

Suno’s Apple Music Subpoena Fight Puts Catalog Power at the Center of AI Litigation

Darryl Hillock — Fri, 30 Oct 2026 17:37:17 +0000

Suno’s Apple Music Subpoena Fight Puts Catalog Power at the Center of AI Litigation

Suno is trying to make Apple answer a question that reaches beyond AI training: how dependent is Apple Music on the catalogs of Universal Music Group and Sony Music? In an October 2026 filing, Suno opposed Apple’s effort to block a deposition subpoena in the copyright case brought by UMG and Sony. Apple is not a party to that case and has called the requested testimony irrelevant, overbroad and disproportionate.

The underlying lawsuit alleges that Suno trained its AI on the labels’ recordings without permission. But Suno’s subpoena request also seeks evidence on Apple’s licensing talks with the two majors, streaming fraud on Apple Music, and what the labels have told Apple about Suno. That broadens the argument from how a model was trained to how music reaches listeners, earns attention and affects the economics of a streaming service.

The dispute is moving downstream

UMG and Sony argue that music created by Suno users is flooding services including Apple Music, eroding market share and diluting royalty pools, according to Suno’s filing. Suno’s response is that Apple Music’s relationship with the major catalogs is relevant to assessing those claims of market harm.

Neither position resolves the case. But the fight makes an uncomfortable industry structure visible: downstream harm is being debated on services whose value and negotiating leverage are deeply tied to catalog licenses held by large rights owners. AI generation, streaming discovery, fraud concerns and royalty-pool arguments may look like separate problems. In practice, they meet inside centralized services that control access to audiences and operate under licensing arrangements creators do not negotiate.

The case for creator-operated infrastructure

The Suno dispute shows the gap creators face when their work, identity and commercial activity are chiefly mediated by systems owned by streaming services, labels and other intermediaries. The companies at the center of those systems can negotiate catalog access and define the terms of participation, while creators have little infrastructure of their own from which to establish the surrounding context of their work.

Certifyd takes the opposite direction. Its purpose is to help creators reduce dependency on centralized platforms by giving creator identity, publishing context, commerce activity and public records a stronger creator-controlled foundation. Certifyd’s public network includes a Join Network path, a Register Node page, public creator-profile and fan-facing surfaces—concrete starting points for creators to operate part of their own presence rather than exist solely as accounts inside an intermediary’s environment.

That distinction matters in a market where disputes over audience attention, fraud and royalty pools are argued through systems controlled elsewhere. When identity, publishing context and direct activity can originate from creator-controlled infrastructure, the creator has a more durable basis from which to participate in the music economy instead of leaving every meaningful record and relationship inside a service they do not operate. Certifyd’s access and premium-release concepts are currently in beta; the wider architecture is moving toward more creator-operated control over the context surrounding creative work.

The case will test more than AI training

Apple’s objection may prevail, or Suno may win access to some testimony. The Massachusetts lawsuit itself remains unresolved. Yet the subpoena battle has already sharpened the real industry question: when AI output is said to reshape streaming markets, who controls the systems that determine what those markets are?

For creators, that question matters long before a court answers it. The future of music cannot rest only on debates between models, labels and streaming services. It also depends on whether creators have infrastructure of their own from which to publish, build a public presence and maintain a direct relationship with the activity around their work.

Originally published on Certifyd.

PRS for Music and Soundtrack Put Playback Data Closer to Royalty Decisions

Darryl Hillock — Thu, 29 Oct 2026 12:50:31 +0000

PRS for Music and Soundtrack Put Playback Data Closer to Royalty Decisions

PRS for Music is bringing track-by-track playback data from Soundtrack into its royalty distributions for music played in UK businesses. From December 2026, PRS says it will incorporate data from around 7,000 shops, bars and public spaces using the B2B streaming service when paying songwriters, composers and music publishers.

The immediate benefit is clear. Where a collection society knows what was actually played, it can rely less on comparable data used to estimate music use. That is a meaningful shift for the works played through Soundtrack in those premises: the record of use moves closer to the point where the music was heard.

A better record still runs through a central system

Playback evidence has often sat at a distance from royalty allocation. A venue plays music, a service may have a record of it, and a collection society must turn incomplete information into a distribution. PRS and Soundtrack are narrowing that gap by making the business-music service’s play data part of the distribution workflow.

But better data does not automatically change who controls the system. Soundtrack supplies the records; PRS determines how those records enter its distributions. Creators receive a more detailed route to recognition for this use, yet the key operating layers—data collection, rules and the route by which use enters royalty distributions—remain inside organizations the creator does not operate.

That is the larger change worth watching. More of the creator’s economic life is becoming machine-readable and folded into intermediary-run environments. The question is not whether accurate playback data is useful. It is why the records that describe a creator’s work must live primarily inside disconnected services before the creator can be recognized.

The case for creator-controlled catalog context

A creator-controlled infrastructure does not eliminate the need for reliable reporting from a venue or music service. It changes where the durable context around a work begins. Rather than treating a work’s identity and release context as information that only becomes useful inside a distributor, collection society or streaming service, that context can originate with the creator and persist beyond any one intermediary.

Certifyd is building in that direction. Certifyd Core, currently in beta, maintains catalog context for works and releases; those catalog records can inform Certifyd profiles, discovery, commerce and Awards surfaces. That is not a replacement for PRS distributions or Soundtrack’s reporting. It is a different architectural starting point: the creator’s record of their work is not meant to be merely an account entry inside someone else’s operating environment.

As direct usage data becomes more important, the music business will need stronger connections between a reported play and the work it represents. The durable opportunity is not simply to make central systems better informed. It is to move more of the foundational record of creative work toward infrastructure creators can participate in operating themselves.

Accuracy is only one part of the argument

PRS’s partnership with Soundtrack is a practical improvement in how a defined set of public performances can be reflected in royalty distributions. It also makes the dependency visible: a creator’s recognition depends on a chain of services capturing, sharing and interpreting the right information.

For creators, partners and investors, the next question is whether that chain remains a series of closed handoffs or becomes a network where the creator’s work and catalog context have a durable home of their own. Better playback data matters now. Creator-operated infrastructure matters because it changes who has a stake in the record that follows the work.

Originally published on Certifyd.

Utopai’s $1bn Valuation Puts AI Film Rights at the Center of the Studio Model

Darryl Hillock — Wed, 28 Oct 2026 12:06:03 +0000

Utopai’s $1bn Valuation Puts AI Film Rights at the Center of the Studio Model

Utopai Studios has raised $60m at a $1bn valuation, according to a Music Ally report published on October 26, 2026. The company has more than 20 projects in development, including three films and two TV shows. That is a striking vote of confidence in an AI-native film business—but the more important question is what kind of studio is being funded.

Utopai is not presented simply as a production company using off-the-shelf AI tools. The report says its valuation may partly reflect its use of its own AI models, and notes that the company began as Cyberver, building a model for complex 3D environments. The studio’s development slate and its production technology are becoming part of the same business.

The studio is becoming the system

The immediate reading is that investors see productions that traditional economics may not support. Utopai CEO Cecilia Shen has said the company is not trying to make cheaper movies, but movies that traditional economics might not allow. That is a meaningful creative ambition.

The structural change sits underneath it. When a studio owns the generative system used to develop work, the competitive asset is no longer only the individual film or show. It is also the production environment: the models, the operating rules, the creative inputs and the decisions made inside that environment.

That makes the rights question more urgent. Permissions, contributor terms and context around source material cannot remain a paperwork problem considered after creative work is underway. In AI-led production, those questions need to be clear early enough to follow the work through development.

Permissions cannot live only inside the production system

A proprietary production system may create more room for ambitious work. It also concentrates more of the creative operation inside an intermediary-controlled environment: where work is developed, how participation is governed, and which records are visible to the people involved.

Creators, rights holders and production partners should not have to rely solely on a studio, tool provider or distribution intermediary to hold the public context around their identity and publishing activity. The question is not whether a studio should give up control of its tools. It is whether a creator’s presence in a project must exist only as an account and set of records inside a company-owned system.

That is the AI-era permissions challenge. Clear agreements still matter, but the market also needs infrastructure that gives creators a basis for identity and public creative context outside the systems that temporarily organize a production.

A different control relationship

Certifyd exists to reduce creator dependency on centralized platforms by giving creator identity, publishing context, commerce activity and public records a stronger creator-controlled foundation. That distinction matters when the same company can increasingly control the production environment, its generative technology and the operating context around a project.

Certifyd’s public network includes a Join Network path, a Register Node page and a live public profile link. These are current public surfaces. They point to a different direction from the studio-operated model: supported creator functions can move toward infrastructure that creators participate in and operate, rather than remaining entirely inside the company that runs the production environment.

For a creator or production partner, the practical issue is whether their identity and public creative context have any footing beyond the studio system that organized a particular project. Utopai’s funding is a reminder that the race is not merely to build better generative tools. It is also to decide who controls the infrastructure around the work those tools help make.

The next value question

Utopai’s valuation suggests investors see proprietary AI infrastructure as a core studio asset. The unanswered industry question is whether the surrounding permission and rights context will be treated with the same seriousness.

As studios combine technology ownership with production, creators will need more than access to new tools. They will need a position in infrastructure that does not make their creative presence dependent on a single company’s operating environment.

Originally published on Certifyd.

Elvis Presley Rightsholders’ Anthropic Lawsuit Puts AI Permissions at the Center

Darryl Hillock — Tue, 27 Oct 2026 14:23:09 +0000

Elvis Presley Rightsholders’ Anthropic Lawsuit Puts AI Permissions at the Center

Elvis Presley music rightsholders have sued Anthropic, alleging that 274 Presley-associated songs were used to train AI models without permission or a license. Digital Music News reported on October 26, 2026, that the plaintiffs include a subsidiary of Authentic Brands Group and other companies with interests in Presley’s music. The complaint also alleges that Anthropic’s models can generate unauthorized versions of existing songs.

The songs named in the report include “All Shook Up,” “Can’t Help Falling in Love,” and “A Little Less Conversation.” The plaintiffs are seeking statutory damages of up to $150,000 per allegedly infringed song—about $41.1 million in total, according to the report. Anthropic has maintained that training AI models on copyrighted material can and should be protected by U.S. fair use law.

Permission cannot be an afterthought

The immediate issue is familiar: whether a company can train a model on copyrighted music without a negotiated authorization. But the case points to a tougher operating question. If a music-capable AI product gains value from works at ingestion and can allegedly produce versions of those works at output, rights treatment is not simply a cleanup task for a legal team after launch. It reaches into how the product is built and what it is allowed to do.

That makes centralized infrastructure a question of control, not just efficiency. When a model developer decides what enters its systems and how those systems handle material later, creators and rightsholders must establish their position from outside that operating environment. The lawsuit does not resolve the legal argument, but it makes the missing layer visible: permissions need to be clear early enough to shape the system, rather than discovered only after a catalogue has been absorbed.

The context around a work cannot live only with the intermediary

The deeper dependency is that the company seeking to use a work can also control the environment in which the work’s identity and publishing context are handled. Creators should not have to become account holders inside an AI company, distributor, marketplace, or other centralized service simply to establish the context around their work. When that context is fragmented across systems the creator does not operate, permission becomes harder to express before a third party turns a catalogue into product input.

Certifyd takes the opposite direction. Its current purpose is to give creator identity, publishing context, commerce activity, and public records a stronger creator-controlled foundation, reducing dependence on centralized platforms. In an AI permissions dispute, that matters because the context around a work can originate with the creator rather than being reconstructed solely inside the system seeking to ingest or use it.

That is not a completed replacement for the rights systems involved in this case. It is the architecture Certifyd is building toward: a network where supported creator functions move away from intermediary-owned operating environments and toward infrastructure creators can operate themselves. Certifyd’s access and premium-release concepts are currently in beta, not live rights-management functionality; the practical aim is a more durable creator-controlled starting point for the context attached to creative work.

The argument will move upstream

The Elvis Presley case may turn on facts and legal arguments that remain contested. Its larger lesson is already clear. As AI systems move from general experimentation toward products that can derive commercial value from music, permission will be harder to treat as a separate layer added after technical decisions are made.

Creators, partners, and investors should watch for that shift. The durable question is not merely who can build the most capable model. It is whether the industry builds systems where the people behind the work can establish its context before their catalogues become someone else’s input.

Originally published on Certifyd.

Chris Brown Producer’s Sony Lawsuit Exposes a Royalty Routing Problem

Darryl Hillock — Mon, 26 Oct 2026 04:39:01 +0000

Chris Brown Producer’s Sony Lawsuit Exposes a Royalty Routing Problem

A royalty interest can be sold as an asset, yet the money can still be stuck behind the administrator’s process. That is the tension in producer Ishmael Sadiq Montague’s lawsuit against Sony Music over royalties from Chris Brown’s 2016 single “Party.”

Music Business Worldwide reports that Montague, who co-produced the track as ISM, filed his complaint in New York federal court on October 16. He alleges Sony delayed redirecting his royalties after he agreed to sell interests including “Party” to Xposure Music Holdings Inc., and that Sony paid him half of the producer royalty rate he was owed. The case remains unresolved.

The sale was not the whole transaction

Montague’s agreement to sell his royalty interests was reached on June 25, 2026. According to the complaint, payments due from September 1 onward were meant to go to the buyer, but the requested switch was delayed for six weeks.

The dispute is not simply about the price of a catalog asset. It is about the operational gate that sits between an economic agreement and the actual movement of money. Montague alleges that Sony required a letter of direction on its own form, with conditions he objected to, before changing the payee on the account.

That makes a basic point hard to ignore: an income stream may be transferable in a contract, while its practical transfer still depends on the rules, forms and timing of the company controlling payment administration.

The dependency is built into the route

Labels and other administrators have long handled accounts, statements and payment directions. But when the same intermediary holds the records, defines the process and controls the payment route, creators and buyers are dependent on that intermediary even after they make a deal between themselves.

This is bigger than one complaint or one track. A producer considering a royalty sale needs more than a buyer and a signed agreement. The value of the sale also rests on whether the underlying work and release can be connected to accurate account records and a workable route for changing who is paid.

The market often treats catalog rights as portable assets. In practice, portability is constrained when the operating record and the administrative switch live inside a system the rights holder does not operate.

A different starting point for creator records

The answer is not merely faster forms. It is reducing the number of creator-business functions that begin and end inside a centralized intermediary’s account system.

Certifyd Core, currently in beta, maintains catalog context for works and releases. That is a narrower capability than royalty administration, but it addresses an important architectural starting point: creators need a durable place for the context around their work that is not limited to a label’s internal account.

Certifyd is building toward creator-owned infrastructure that can support multiple creator-business products from a shared foundation. That direction does not decide the claims in Montague’s case or replace the systems that currently administer royalties. It does challenge the assumption that the essential record of a creator’s catalog must remain concentrated with the intermediary that happens to process payments.

The asset needs an operating layer

A catalog sale is not fully portable just because an agreement says it is. The operating layer matters: who holds the release context, who recognizes the participant, and who can act when a payment instruction changes.

Montague’s allegations put that dependency in public view. For creators, partners and investors, the lesson is that music rights infrastructure is not only about owning an income stream. It is also about whether the creator has meaningful control over the records and systems that make that stream usable when business relationships change.

Originally published on Certifyd.

DEV Community: Darryl Hillock

Garth Brooks’ Kansas City Cancellation Shows Why Ticket Queues Need Better Evidence

Garth Brooks’ Kansas City Cancellation Shows Why Ticket Queues Need Better Evidence

A queue is not the same as a fan relationship

Refunds need a clear trail

The dependency behind the ticket sale

Digiday’s Creator Payments Warning: The Transaction Is Becoming the Relationship

Digiday’s Creator Payments Warning: The Transaction Is Becoming the Relationship

A payment is not just back-office work

Direct sales change the question

The infrastructure question behind the payment problem

From payment bottleneck to creator control

Suno’s Apple Music Subpoena Fight Puts Catalog Power at the Center of AI Litigation

Suno’s Apple Music Subpoena Fight Puts Catalog Power at the Center of AI Litigation

The dispute is moving downstream

More than a question of testimony

The case for creator-operated infrastructure

The case will test more than AI training

PRS for Music and Soundtrack Put Playback Data Closer to Royalty Decisions

PRS for Music and Soundtrack Put Playback Data Closer to Royalty Decisions

A better record still runs through a central system

The case for creator-controlled catalog context

Accuracy is only one part of the argument

Utopai’s $1bn Valuation Puts AI Film Rights at the Center of the Studio Model

Utopai’s $1bn Valuation Puts AI Film Rights at the Center of the Studio Model

The studio is becoming the system

Permissions cannot live only inside the production system

A different control relationship

The next value question

Elvis Presley Rightsholders’ Anthropic Lawsuit Puts AI Permissions at the Center

Elvis Presley Rightsholders’ Anthropic Lawsuit Puts AI Permissions at the Center

Permission cannot be an afterthought

The context around a work cannot live only with the intermediary

The argument will move upstream

Chris Brown Producer’s Sony Lawsuit Exposes a Royalty Routing Problem

Chris Brown Producer’s Sony Lawsuit Exposes a Royalty Routing Problem

The sale was not the whole transaction

The dependency is built into the route

A different starting point for creator records

The asset needs an operating layer