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OpenAI or Anthropic announces recursive self-improvement by...?
polymarket
kalshi

Will OpenAI or Anthropic announce recursive self-improvement?

Total volume:
$9,487
Volume 24h:
$2
96%
Liquidity:
$706
5%
Open interest:
$1,131
0.18%

Before Jan 1, 2029

 - Kalshi

Before Jan 1, 2029 - Kalshi

1W

News

Positive

Negative

Neutral

Hover marker for details

Vol.

·

Resolves Jan 8, 2029

Will OpenAI or Anthropic announces it has achieved recursive self-improvement before Jan 1, 2029?

75%chance
Amount

$

Trade on
kalshi

Trade on Kalshi

Join Kalshi and score $25 for your first trade.At 75¢ buys you 133 shares | Odds: 75% Total Payout: $133 | Net Profit: $33 Multiplier: 1.33x | ROI: 33% | APY: 14% 816 days to resolution
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Outcome
Trade
Chance %
Price
Spread
Liquidity
Volume
24h
7d
Open Interest
Ends in
Result
kalshi

Before Jan 1, 2029

Trade
75%
Yes 75¢No 34¢
9¢
N/A
$9
0%
N/A
$7
2y 2mo 3w
active
kalshi

Before Jan 1, 2028

Trade
57%
Yes 57¢No 52¢
9¢
N/A
$92
0%
1,653%
$79
2y 2mo 3w
active
polymarket

December 31, 2026

Trade
18%
Yes 21¢No 85¢
6¢
$414
$3,939
0%
10%
N/A
2mo 2w 4d
active
kalshi

Before Jan 1, 2027

Trade
13%
5%
Yes 18¢No 86¢
4¢
N/A
$1,615
0.12%
52%
$1,046
2y 2mo 3w
active
PredictionHero
PH Consensus
16.5%
Yes 19.5¢No 85.5¢
Avg: 5¢Max: 6¢
polymarket

October 31, 2026

Trade
4%
Yes 6.3¢No 98.6¢
4.9¢
$292
$3,833
0%
21%
N/A
2w 2d 23h
active
Total markets: 5

Description

This group of markets asks whether OpenAI or Anthropic will announce they have achieved recursive self-improvement – a capability where their AI can autonomously improve its own capabilities – by a specified date. The markets focus on a public announcement of the capability, not necessarily a full product release or independent verification.

PredictionHero - Resolution Divergence Alerts (RDA)

Divergence Detected

Issue: The markets have differing deadlines for resolution, creating a timing discrepancy.Hero tip: Pay attention to the different deadlines. Polymarket markets resolve much sooner than Kalshi markets.

Critical divergence points:

  • Polymarket: Resolves 'Yes' if an announcement is made by October 31, 2026, or December 31, 2026. "Otherwise, this market will resolve to "No"."
  • Kalshi: Resolves 'Yes' if an announcement is made before January 1, 2027, January 1, 2028, or January 1, 2029. Offers multiple resolution dates.
Our PredictionHero Resolution Divergence Alerts (RDA) are there to help users identify potential differences across platforms. They do not replace or supersede the official rules and description of any prediction market. Users are solely responsible for reviewing and understanding the applicable rules and resolution criteria before placing any trade or bet. If you notice a potential inconsistency, discrepancy, or error in an alert, please report it to our team so we can review and improve the accuracy of our data.

Polymarket

This market will resolve to "Yes" if OpenAI or Anthropic, or an official representative of either company, announces that the company has achieved recursive self-improvement by 11:59 PM ET on the specified date. Otherwise, this market will resolve to "No". Recursive self-improvement means a capability, as described in the company's announcement, in which the company's AI autonomously conducts the research and development needed to materially improve the general capabilities of its most capable or near-frontier AI systems, or to produce a more capable successor, with the improved system able to drive further such improvements. Humans may set high-level goals and provide resources, oversight, and approval, but must not supply the substantive research choices or the technical solution. Improvements that are toy, narrow, sandboxed, proof-of-concept, or limited to prompts, skills, or benchmark scores will not qualify. A qualifying announcement must describe the capability as currently achieved in an official capacity. Statements that AI is assisting, accelerating, or writing code for the company's research, statements of future plans or expectations, speculation, interviewer characterizations, leaks, model outputs, and third-party claims will not qualify. A public release, a named model, a technical demonstration, and independent verification are not required. The primary resolution source for this market will be official information from OpenAI and Anthropic or their official representatives; however, a consensus of credible reporting may also be used.

Kalshi

The market resolves to Yes if either OpenAI or Anthropic announces, before January 1, 2029, that it has achieved recursive self-improvement. The announcement must clearly describe an achieved capability where the company's AI autonomously conducts the research and development to materially improve the general capabilities of its most capable or near-frontier AI systems, or produce a more capable successor, with the improved system able to drive further improvements. Such improvements must go beyond toy, narrow, sandboxed, proof-of-concept, prompt, skill, or benchmark-only enhancements. While humans may provide high-level goals, resources, oversight, and approval, they must not supply the substantive research choices or technical solutions. The capability must be affirmatively described as currently achieved in an official company communication or by an executive or research leader speaking about the company's capabilities. Future plans, speculation, offhand remarks, interviewer characterizations, leaks, model outputs, and third-party claims do not qualify. No public release, named model, technical demonstration, or independent verification is required for the market to resolve.

Frequently asked questions

On Polymarket and Kalshi, the AI recursive self-improvement market dashboard tracks the probability of OpenAI or Anthropic announcing they’ve achieved recursive self-improvement. Currently, the consensus view across these platforms suggests a combined volume of $9,487, with Polymarket showing a chance of 18.0% and Kalshi at 75.0%. This dashboard aggregates data from both venues to provide a comprehensive view of market sentiment regarding this pivotal advancement in artificial intelligence. The 24-hour volume is $2, indicating active trading and evolving predictions.

Prediction market odds often offer a different perspective than traditional analyst forecasts. Analysts frequently rely on fundamental analysis and expert opinions, which can be subject to biases or incomplete information. This market, however, reflects the collective wisdom of a diverse group of traders who are incentivized to accurately assess the likelihood of recursive self-improvement. While analyst forecasts may predict a certain timeline based on research and development progress, the market price incorporates a broader range of factors, including unforeseen breakthroughs and potential setbacks. The current volume of $9,487 suggests significant interest in this comparison.

Prices on Polymarket and Kalshi can diverge due to several factors. Polymarket and Kalshi can show different implied probabilities for the same outcome because of liquidity, fee structure, participant mix, and how each venue defines the contract. Each platform attracts a different user base with varying risk tolerances and information sets. Trading fees and platform-specific rules can also contribute to price discrepancies. Furthermore, the liquidity and volume on each platform influence price discovery; a larger volume on one platform may lead to a more efficient and accurate price. Currently, Polymarket currently favors Will OpenAI or Anthropic announce recursive self-improvement by December 31, 2026? at 18.0%, while Kalshi leans toward Will OpenAI or Anthropic announces it has achieved recursive self-improvement before Jan 1, 2029? at 75.0%, demonstrating these differing views.

This market resolves around Jan 8, 2029, with the outcome confirmed once the event is verifiable from credible public reporting. The outcome will be determined by whether OpenAI or Anthropic publicly announces that they have achieved recursive self-improvement, meaning the AI system can improve its own code and capabilities without human intervention. The resolution will be based on official statements and documentation released by the organizations themselves, verified against credible public sources. The current trading volume is $9,487, reflecting the importance of this potential milestone.

Several signals could significantly impact this market. Major announcements from OpenAI or Anthropic regarding advancements in AI capabilities, particularly those related to self-improvement or autonomous learning, would be key catalysts. Unexpected breakthroughs in AI research, publications of peer-reviewed papers, or demonstrations of advanced AI systems could also shift the odds. Conversely, reports of significant challenges or setbacks in AI development, or regulatory actions impacting AI research, could lower the probability. The 24-hour volume of $2 indicates traders are actively responding to new information as it emerges.