Tools chosen: kalshi_direct claude_news claude_news gdelt_news polymarket_related kalshi_related wikipedia code_execution

Sub-questions (Fermi decomposition)

Planner reasoning

This is a Kalshi question on whether the SDNY finds OpenAI liable on any count in NYT v. OpenAI (consolidated MDL before Judge Sidney Stein) before the Jan 1, 2028 close. The decisive empirical inputs are the current market price, the litigation schedule (discovery close, summary judgment briefing, trial date), the status of fair-use defenses after the April 2025 motion-to-dismiss ruling, and the probability of settlement or delay preempting any liability finding. Since no court-docket tool is available, I'll rely on news search plus cross-venue price triangulation.

# Current state The case (NYT v. OpenAI/Microsoft, SDNY, Judge Sidney Stein, part of MDL No. 3143) has survived the April 2025 motion to dismiss and is now in the discovery/pre-summary-judgment stage as of mid-2026. Both sides have filed cross-motions for summary judgment; no court has yet ruled on liability or fair use, no trial date is set, and a pending sanctions motion (July 2026) is the most recent escalation — none of which yet constitutes the "liability finding" required for this market to resolve Yes. # Timeline of key events - 2023-12-27: NYT sues OpenAI/Microsoft in SDNY for copyright infringement (confirmed). - 2025-04-04: Judge Stein largely denies motion to dismiss; core copyright claims proceed, some DMCA claims narrowed/dismissed; fair use held not resolvable on pleadings (confirmed, thefashionlaw.com). - 2025-11-14: Expert reports due (reported, ailawsuittracker.com). - 2026-01-05: Stein affirms order compelling OpenAI to produce 20M-log sample (confirmed, natlawreview.com). - 2026-03-09: Court grants motion to compel production of additional 78M and 10M log reservoirs (confirmed, nortonrosefulbright.com). - 2026-04-02: Summary judgment briefing scheduled to conclude (reported). - 2026-06: NYT seeks to amend complaint (adds Microsoft-encouragement allegations, drops trademark dilution and contributory infringement claims) (reported, openclassactions.com). - 2026-07-09: NYT-led group of publishers files sanctions motion alleging OpenAI concealed searchable logs/deleted conversations (confirmed, thestar.com.my; spectrumlocalnews.com). - Mid-2026 (ongoing): Case status is "Awaiting Summary Judgment Ruling"; no trial date set (reported, multiple trackers). # Event Will SDNY find OpenAI liable for copyright infringement (any count) against the NYT, resolving "New York Times wins" Yes, by end of 2027? # Outcomes to forecast Yes (court finds liability) / No (case unresolved, settled, or defense wins by close) # Kalshi market anchor NYTOAI-27DEC31 "New York Times wins" currently trades at **33.40% YES**. 7-day change: -1.60%; 30-day change: -4.60% (downward drift). Historical range 24%–77% over 146 days (suggests high volatility/uncertainty, possibly reacting to discovery/sanctions news spikes). Volume thin: ~108 contracts/day average — low liquidity, wide potential mispricing. # Sub-question answers 1. **Kalshi price/Polymarket equivalent** — Kalshi YES = 33.40%, trending down. No Polymarket equivalent market found (0 matches across "OpenAI copyright," "NYT OpenAI," "AI lawsuit" searches) [polymarket_related]. 2. **Procedural posture/schedule** — Cross-motions for summary judgment filed; briefing concluded ~2026-04-02; case still "Awaiting Summary Judgment Ruling" as of mid-2026; no trial date set [ailawsuittracker.com, nortonrosefulbright.com]. 3. **Surviving counts** — Direct infringement and (per Stein's April 2025 ruling) most core copyright claims survived MTD; some DMCA §1202(b) claims were narrowed/dismissed; NYT's June 2026 amended complaint voluntarily dropped trademark dilution and contributory infringement claims, leaving direct infringement as the primary surviving claim, potentially resolvable at summary judgment [thefashionlaw.com, openclassactions.com]. 4. **Comparable case base rates** — Of 6 major AI copyright suits, only Thomson Reuters v. Ross (non-generative AI) produced an actual liability finding (~4 yrs from filing, Feb 2025). Bartz v. Anthropic settled ($1.5B) after a fair-use win at SJ (piracy-sourcing claim only). Kadrey v. Meta and Getty v. Stability both resulted in defense wins on fair use/no-infringement. Timelines run 2–4 years from filing to dispositive ruling [claude_news]. 5. **Settlement probability** — No public evidence of renewed settlement talks as of mid-2026; litigation is escalating (sanctions motion) rather than cooling toward settlement, though OpenAI has licensing deals with other publishers (e.g., Amazon $20-25M) and Anthropic set a $1.5B settlement precedent, suggesting settlement remains plausible but not currently active [legalclarity.org]. 6. **Sanctions/discovery rulings as liability** — Discovery compulsion orders (Jan/Mar 2026 log productions) and the pending July 2026 sanctions motion are procedural, not liability findings; NYT sought a sanctions-based "finding that logs showed misuse," which if granted could plausibly count as a partial liability finding under this market's broad "any count" language — but no ruling on this motion has been reported yet. # Key facts (high-confidence, factual) 1. [thefashionlaw.com] MTD denied April 2025; fair use not resolved at pleading stage. 2. [ailawsuittracker.com] Cross-motions for SJ filed; no trial date set as of mid-2026. 3. [natlawreview.com/nortonrosefulbright] OpenAI compelled to produce ~108M ChatGPT logs across multiple orders (Jan/Mar 2026). 4. [thestar.com.my] Sanctions motion filed July 2026 alleging log concealment/deletion. 5. [claude_news] Only 1 of 6 major AI copyright suits has produced a liability finding to date (Thomson Reuters v. Ross, non-generative AI). # Cross-market signals - Kalshi related: No same-series comparables; unrelated OpenAI/NYT markets found (IPO race, US stakes) show no informational spillover. - Polymarket: No equivalent market exists. - Sportsbook implied: N/A. # Analyst opinions and speculation - Analysts (spectrumlocalnews.com) frame this as precedent-setting: NYT win reshapes AI fair-use landscape; OpenAI win cements settle-and-license norm. - Norton Rose Fulbright and trackers view fair use as genuinely undecided, fact-dependent, and likely headed to trial if SJ doesn't dispose of it. - Monte Carlo model (code_execution) estimates fair value at ~18% (band 13–24%), below current Kalshi price of 33.4%, suggesting market may be overpricing YES. # Directional lean per outcome - **Yes**: Discovery has gone badly for OpenAI (compelled log productions, sanctions motion); core direct infringement claim survived MTD and amendment; case escalating not settling. - **No**: No trial date set; SJ ruling pending with uncertain timing; base rates show most generative-AI training suits end in fair-use wins/settlements, not liability findings; ~2028 close leaves limited time for full trial-level resolution if SJ doesn't fully dispose of the case. # Gaps / unknowns - No confirmed SJ ruling date or outcome. - Outcome of pending sanctions motion unknown — could produce an adverse "finding" that ambiguously satisfies market rules. - No visibility into private settlement negotiations. - GDELT tool failed (connection timeouts) — recent (post-July 2026) developments not captured. # Calibration anchors - Kalshi current YES price: 33.40% (anchor), trending down over 30 days. - Bottom-up legal-process model: ~18% fair value (13–24% band). - Precedent base rate: ~1/6 major AI copyright suits reached liability finding within 2–4 years; NYT case is ~4 years post-filing by close date, comparable to Thomson Reuters timeline but with no trial date yet — suggests meaningful but sub-50% probability, likely below current Kalshi price.

1. Both forecasters converge tightly (27% and 25%) near the Monte Carlo model's 18% floor but well below the base rate's implied midpoint, without reconciling why they discount the base-rate case (Thomson Reuters, ~4 yrs to liability) that is actually comparable in timeline to this case reaching ~4 years post-filing by close — this precedent arguably deserves more weight than a flat "1/6" ratio suggests, since it's the closest analog for a case that survived MTD and reached SJ. 2. Neither forecast explicitly grapples with the market's "any count" resolution language interacting with the pending sanctions motion — the brief flags this as a live ambiguity ("if granted could plausibly count as a partial liability finding") that could resolve YES via a non-merits route entirely independent of the SJ ruling or trial, yet both treat it as a minor "upside" footnote rather than modeling it as a distinct probability-bearing path. 3. Both forecasts undershoot the scenario where SJ is only partially decided (e.g., court denies OpenAI's fair-use defense on regurgitation claims while reserving other issues for trial) — this is a plausible "middle" outcome under the "any count" framing that could trigger YES well before trial, and the brief explicitly notes "direct infringement as the primary surviving claim, potentially resolvable at summary judgment." 4. Neither rationale addresses the historical volatility of the Kalshi contract itself (24%-77% range over 146 days) as a signal of how sensitive this market is to news-driven swings (e.g., discovery/sanctions rulings) — given the close date is ~14+ months away and volatility has been extreme, both forecasts may be underestimating the probability of intervening events (adverse discovery rulings, sanctions outcome) shifting the true value well above their point estimates before settling into a final resolution. 5. Both analysts implicitly treat settlement as pure "No" mass, but a settlement could occur post-liability-finding (as in Bartz v. Anthropic, which settled only "after a fair-use win at SJ") — meaning some settlement scenarios could still resolve YES if a partial liability finding precedes the deal, a distinction neither forecast disentangles. 6. Confidence levels (0.55, 0.58) seem arbitrarily moderate given how thin and stale the evidence is (GDELT failure means "recent (post-July 2026) developments not captured" and no SJ ruling date is known) — both forecasters could have flagged wider uncertainty bands rather than converging so closely on point estimates near 25-27%.

30% (56% confidence)

Yes: 30% No: 70%

The Kalshi anchor sits at 33.4% with a downward drift, and both forecasters discounted to 25-27% on base rates (only 1 of 6 major AI copyright suits has yielded a liability finding) and the absence of a trial date. The critique correctly identifies that both under-modeled the multiple non-trial routes to YES under 'any count' language: a partial summary-judgment grant on direct infringement/regurgitation (briefing concluded April 2026, so a ruling should land well inside the window), an adverse sanctions finding from the July 2026 log-concealment motion, and settlements that follow rather than precede a liability finding. Those extra paths justify pulling back up toward — but still modestly below — the thin-liquidity market price, since fair use remains genuinely undecided, courts in Kadrey/Getty leaned defense-favorable, and a full merits resolution may slip past end-2027. I settle at 30% Yes, splitting the difference between the bottom-up ~18% process model and the 33.4% market anchor.

Total pipeline time: 182.6s