Tools chosen: polymarket_direct polymarket_related kalshi_related claude_news gdelt_news wikipedia code_execution

Sub-questions (Fermi decomposition)

Planner reasoning

This is a Polymarket question about whether OpenAI ships a model explicitly named/recognized as GPT-6 to general public by Sept 30, 2026. Key drivers: OpenAI's historical release cadence (GPT-4 Mar 2023, GPT-5 Aug 2025), Altman's public statements about GPT-6 timing, and naming conventions (o-series, GPT-5.x releases dilute the 'GPT-6' label). Market price is the primary anchor; news search on Altman statements and cross-venue checks add signal.

# Current state As of the latest research (~late Aug 2026), OpenAI has not released any product named "GPT-6." Its likely successor family, codenamed "Astra," was only confirmed via an August 1, 2026 research post (not a product launch), and OpenAI has explicitly not decided whether to brand it "GPT-6" or "GPT-5.7." A disclosed "Critical" cybersecurity risk classification (Aug 7, 2026) adds deployment-delay risk. The market closes Oct 1, 2026 — roughly 5 weeks of runway remain as of this research. # Timeline of key events - 2023-03: GPT-4 released publicly. (confirmed — Wikipedia) - 2025-08-07: GPT-5 released publicly, ~29 months after GPT-4. (confirmed — Wikipedia) - 2025-11: GPT-5.1 released. (confirmed — Wikipedia/claude_news) - 2025-12: GPT-5.2 released. (confirmed — Wikipedia) - 2026-02-05: GPT-5.3-Codex released. (confirmed) - 2026-03-05: GPT-5.4 released. (confirmed) - 2026-04-23: GPT-5.5 ("Spud") released; reportedly absorbed features widely expected to define "GPT-6" (memory/personalization). (confirmed — Wikipedia, voiceflow.com) - 2026-07-08/10: GPT-5.6 launched with sub-models Sol/Terra/Luna plus "GPT-Live" voice series; brief dispute over US export/approval status. (reported — multiple outlets) - 2026-08-01: OpenAI names "Astra" as "our next major model" via research post, not a product announcement. (confirmed — gizmodo.com, emergent.sh) - 2026-08-07: OpenAI discloses it "cannot rule out" Astra hit the "Critical" cybersecurity threshold under its preparedness framework — a potential deployment gate. (confirmed — emergent.sh) - 2026-08-17/20: Rumors/leaks suggest Astra could launch "this week"; unclear whether branded GPT-6 or GPT-5.7. No confirmed launch. (rumored — thewincentral.com, geeky-gadgets.com) # Event Will OpenAI publicly release a model officially recognized as "GPT-6" (or an equivalent successor to GPT-5, excluding GPT-5.x labels) by September 30, 2026? # Outcomes to forecast - Yes - No # Kalshi market anchor No kalshi_direct tool output was provided in this research; the ticker given matches the Polymarket market ID, not a distinct Kalshi listing. Best available live cross-market anchor: **Polymarket YES = 29.5%**, down 6.5pp over 7 days and down 39pp over 30 days, on $294,597 total volume; price has ranged 14%–75.5% over the past 91 days, indicating a sharp collapse from earlier optimism (peak ~75.5%) to current pessimism. # Sub-question answers 1. **Polymarket price/trend** — Current YES 29.5%, -6.5% (7d), -39% (30d), $294,597 volume, 91-day range 14–75.5%. Trend is strongly downward, consistent with the market pricing in naming/timing slippage (Polymarket_direct). 2. **Altman/OpenAI official statements** — No official GPT-6 announcement exists. OpenAI confirmed a next-gen model codenamed "Astra" on Aug 1, 2026 via research post only; naming (GPT-6 vs. GPT-5.7) is explicitly undecided, and an Aug 7 disclosure of possible "Critical" cybersecurity risk may delay deployment (claude_news, lifearchitect.ai, emergent.sh). 3. **Historical gap base rate** — GPT-3→GPT-4 ≈33mo, GPT-4→GPT-5 ≈29mo; recent regime trending toward longer gaps, not shorter. Blended statistical models put P(any major numbered release within 14 months of GPT-5) ≈0.34; adjusting for ~30% chance the next model is literally branded "GPT-6" (vs. GPT-5.x) yields a base rate of **~0.08–0.12** (code_execution). 4. **Intermediate releases** — Yes: OpenAI shipped GPT-5.1, 5.2, 5.3-Codex, 5.4, 5.5, and 5.6 (with Sol/Terra/Luna sub-models) between Nov 2025 and Jul 2026, strongly indicating continued incrementing rather than an imminent full-number jump (Wikipedia, GDELT). 5. **Competitive/compute signals** — Research provided no specific data on Gemini/Claude/Stargate timing pressure; general competitive AI-boom context noted (OpenAI Wikipedia) but no concrete acceleration/delay signal identified. Gap in evidence. 6. **Other markets** — No dedicated Kalshi GPT-6 market found (kalshi_related returned only tangential OpenAI/Anthropic IPO and US-stake markets); no other Polymarket GPT-6 markets found (polymarket_related: 0 matches). A secondary source (findskill.ai) cited stale mid-April 2026 Polymarket odds (72% by Sep 30) that are far above the current live 29.5%, confirming a large downward repricing since spring. # Key facts (high-confidence, factual) 1. [Wikipedia] GPT-5 launched Aug 7, 2025, ~29 months after GPT-4 (Mar 2023). 2. [Wikipedia/claude_news] Six GPT-5.x point releases shipped Nov 2025–Jul 2026 (5.1 through 5.6). 3. [emergent.sh/gizmodo] "Astra," the presumed GPT-6 successor, was only announced via research post Aug 1, 2026 — no product, no release date. 4. [emergent.sh] Aug 7, 2026: OpenAI flagged Astra's possible "Critical" cybersecurity classification, a preparedness-framework gate that can delay release. 5. [lifearchitect.ai] OpenAI has not decided whether Astra will be named "GPT-6" or "GPT-5.7." 6. [Polymarket_direct] Current YES = 29.5%, down sharply from a 91-day high of 75.5%. # Cross-market signals - Kalshi related: No direct GPT-6 market found; adjacent OpenAI markets (IPO race, US equity stake) show no GPT-6-relevant signal. - Polymarket: This is the primary tracked market; 29.5% and falling. - Sportsbook implied: N/A. # Analyst opinions and speculation - Multiple outlets (thewincentral, geeky-gadgets) reported mid-August 2026 leaks suggesting an imminent Astra launch "this week," unconfirmed. - lifearchitect.ai and mindstudio.ai frame Astra as GPT-5's true successor but stress naming ambiguity and lack of a confirmed release window. - code_execution's quantitative model treats the "GPT-6" label itself as unlikely to be adopted soon, independent of whether a capable new model ships. # Directional lean per outcome - **Yes**: Astra exists, is under active development, briefed to lawmakers, and rumors point to near-term launch; OpenAI's rapid 2026 cadence (six 5.x releases) shows capability to ship quickly if they choose the GPT-6 label. - **No**: OpenAI has consistently used GPT-5.x branding instead of jumping to GPT-6 even for major capability leaps (5.5, 5.6); naming undecided as of Aug 2026; safety/cybersecurity classification risk could delay any release; statistical base rate and Polymarket's sharp 39-point monthly decline both point toward "No." # Gaps / unknowns - No official kalshi_direct data was available for this specific ticker. - No concrete evidence on Gemini/Claude competitive timing pressure or Stargate compute constraints. - No confirmation whether Astra, if launched, will be labeled "GPT-6" vs. "GPT-5.7" — this naming decision is the single largest swing factor. # Calibration anchors - Polymarket current YES price (proxy anchor): 29.5%, trending down (-39% in 30 days). - Statistical base rate for a true "GPT-6" release within 14 months of GPT-5: ~8–12% (code_execution model). - Historical precedent: full-number GPT jumps have taken 29–33 months historically; OpenAI has repeatedly chosen incremental (5.x) branding over the past year despite substantial capability gains.

1. Both forecasts land below the 8–12% base-rate anchor's midpoint discussion range yet also below the Polymarket 29.5% anchor, effectively double-counting bearish signals (base rate + declining Polymarket trend) without weighing that Polymarket already incorporates knowledge of the naming ambiguity and Critical-risk disclosure as of its most recent price — the 39pp decline may already reflect exactly the "No" case they're additionally penalizing for. 2. Neither forecaster grapples with the specific mid-August leak reports ("launch this week") with much weight — both mention them only as a minor upward nudge, but if such leaks are false/premature they should also update toward "No" more concretely (i.e., discredited rumor = evidence of no imminent launch), which neither explicitly incorporates. 3. The event resolution criterion allows "an equivalent successor to GPT-5, excluding GPT-5.x labels" — this is a fairly loose bar that could be satisfied by Astra shipping under literally any non-5.x name (e.g., "Astra," not necessarily "GPT-6"), yet both forecasts treat the naming decision as if only "GPT-6 vs GPT-5.7" are the options, potentially underrating scenarios where OpenAi ships "Astra" as a standalone brand that still counts as a qualifying successor per the question's parenthetical. 4. Both forecasts ignore the competitive-pressure gap explicitly flagged in the brief ("Gap in evidence" on Gemini/Claude/Stargate timing) — given intensifying AI-lab competition in 2026, this omission could bias probabilities in either direction, but neither model discusses it as a source of uncertainty or potential upside catalyst. 5. Both forecasts converge very tightly (23% vs 21%) with high stated confidence (0.60–0.72), understating the genuine uncertainty flagged by the brief itself: a 91-day price range of 14%–75.5% shows this market has been extremely volatile and sentiment-driven, and 5 weeks is enough time for a sudden reversal (as seen historically) if Astra launches with "Critical" clearance resolved — neither forecast's confidence interval reflects this demonstrated volatility. 6. Neither forecast explicitly discusses the asymmetry that a "Critical" cybersecurity classification is a gate that can be cleared (not necessarily a multi-month delay) — mitigations or safety sign-off could still permit a release within the remaining window, and treating it as a strong bearish factor may overstate its delay impact without more specifics on typical preparedness-framework resolution timelines.

25% (66% confidence)

Yes: 25% No: 75%

The live Polymarket anchor (29.5%, down 39pp in 30 days) already prices in the naming ambiguity and the Aug 7 'Critical' cybersecurity disclosure, so both forecasters' further discounting risks double-counting bearish signals. Offsetting that, the resolution language explicitly permits any non-GPT-5.x successor branding — so an 'Astra' launch could qualify even without the literal 'GPT-6' name, which both forecasters underweighted by framing the choice as GPT-6 vs GPT-5.7. Against this, OpenAI's revealed preference for point-release branding (six 5.x releases Nov 2025–Jul 2026), the absence of any confirmed launch date, the unresolved preparedness-framework gate, and only ~5 weeks of runway all support No, as does the ~8–12% statistical base rate for a numbered jump. I settle at 25% — slightly below the market anchor to reflect time decay and the market's continued downward drift, but above both forecasters to credit the looser resolution bar and this market's demonstrated volatility (14–75.5% range).

Total pipeline time: 173.4s