Disgorgement Injunction Likelihood
24.2%
Court ordered total destruction of weights
Retrain Compute Write-Off
$18.5M
~1.2M H100 GPU Hours
Statutory Damages Ceiling
$126.3B
Up to $150k / registered willful work
Expected Settlement Val.
$42.1M
Annualized multi-year archive licensing
eBay v. MercExchange 4-Factor Injunction Test 547 U.S. 388 (2006)
1. Irreparable Harm (Market Substitution & Direct Competition)
85%
LLMs quoting, summarizing, and synthetic search answering bypass publisher paywalls and ad impressions.
2. Inadequacy of Monetary Damages (Ongoing Inability to Calculate Dilution)
68%
Persistent embedded representations inside billions of weights make precise royalty partition challenging.
3. Balance of Hardships (Retrain Write-off vs. Journalistic Insolvency)
28%
Courts hesitate to issue structural death-sentences destroying commercial models worth hundreds of millions.
4. Public Interest (AI Utility vs. Free Press Viability)
55%
Public interest heavily balances preserving independent investigative journalism against AI innovation.
Technical Remedy: Algorithmic Unlearning vs. Model Disgorgement MACHINE UNLEARNING FEASIBILITY
| Remedy Mechanism | Technical Method | Compute Cost | Collateral Degradation | Litigation Acceptance |
|---|---|---|---|---|
| Exact Algorithmic Disgorgement | Weight zeroing / Full scratch re-train without Seattle Times / Newsday corpus | $18.5M | Zero (clean slate, but massive write-off) | Favored by Plaintiffs (FTC Precedents: Everalbum, Cambridge Analytica) |
| Influence-Function Pruning | Hessian-vector inverse weight modification targeting plaintiff tokens | $1.4M | ~3.2% general knowledge perplexity degradation | Experimental; lacks definitive federal evidentiary validation |
| Negative Preference Tuning (DPO / RLHF) | Targeted unlearning via negative log-likelihood on Seattle Times text | $240K | Susceptible to jailbreak regurgitation; latent weights preserved | Likely rejected as insufficient structural disgorgement |
| Mandatory Compulsory License | Continued deployment paired with court-ordered archive royalty pool | Royalty Stream | None (weights intact) | Common equitable compromise under eBay factor 2 |
Litigation Claims Profile CAUSE OF ACTION BREAKDOWN
Plaintiffs: The Seattle Times Co., Newsday LLC
Defendants: OpenAI Inc., Microsoft Corp.
Forum: S.D.N.Y. (Related to NYT v. OpenAI)
Prayer for Relief: Destruction of GPT models containing Plaintiffs' works
The lawsuits assert that millions of Pulitzer-prize winning investigative stories were copied without permission to train commercial models (GPT-4, Copilot). Crucially, the complaints allege DMCA §1202(b) violations for stripping Copyright Management Information (author bylines, copyright notices, terms of service) from training corpora to avoid automated infringement tracking.