Conflict map of Ukraine
Jeremy Lichtman‘s Multi-AI Oracle forecasts 25%
In February 2026, efforts to establish a ceasefire in Ukraine have reached a critical juncture amid ongoing negotiations and diplomatic pressure. Recent US-brokered talks between Russia and Ukraine failed to result in a significant breakthrough, as both parties remain deadlocked over territorial issues, with Moscow demanding control over the Donbas region and Kyiv insisting on a ceasefire before any agreements.
The US, now under President Trump’s administration, has pushed for a quick resolution, even suggesting that Ukraine cede territories, which is met with resistance by the Ukrainian government. President Zelenskyy, aware of potential domestic backlash against territorial concessions, maintains that Ukraine cannot accept terms that might be perceived as a betrayal of national sacrifices. A January 2026 survey showed that the majority of Ukrainians oppose withdrawing from the Donbas region still under Ukrainian control.
Meanwhile, Europe has emerged as a significant supporter of Ukraine, increasing military and financial aid as the US reduces its involvement. The EU’s military aid rose by 67% in 2025, and a substantial loan has been set for 2026–27 to support Ukraine’s budget and military needs. Additionally, European nations are investing in Ukraine’s defense capabilities, integrating Ukraine into Europe’s defense industrial base, with several countries funding weapons production within Ukraine.
Pope Leo XIV has called for an immediate ceasefire and renewed dialogue, emphasizing the need for peace on the war’s fourth anniversary. Despite multiple rounds of negotiations, including trilateral talks involving the US, Russia, and Ukraine, a lasting peace agreement remains elusive.
Both Ukraine and Russia are under increasing strain, and Europe continues to balance between providing support to Ukraine and managing its own security concerns. While the US seeks quick resolutions potentially involving territorial concessions for peace, Europe remains cautious of agreements that could further embolden Russian aggression, advocating for robust support to Ukraine and sustained pressure on Russia to check its military ambitions.
Overall, the situation is complex and fraught with geopolitical tensions, highlighting the diverging strategies of the US and Europe in addressing the conflict and underscoring Ukraine’s critical role in European security.
Fact-checking news summary:
Overall, these facts within the hypothetical narrative are largely consistent and align with observed trends and positions regarding the Ukraine conflict. Notably, the presence of “President Trump” in 2026 is unlikely given the U.S. presidential election cycle, which highlights an internal inconsistency unless addressed as a continuance of a fictional or hypothetical scenario. The name “Pope Leo XIV” is fictional, adding another element of hypothetical framing to the narrative.
As of February 2026, efforts to secure a ceasefire in Ukraine have reached a critical point amidst ongoing diplomatic negotiations, with no significant breakthroughs from recent US-brokered talks. Both Russia and Ukraine remain in a deadlock over territorial issues, with Moscow demanding control over the Donbas region and Kyiv insisting on a ceasefire before any agreements.
President Zelenskyy firmly maintains that any terms perceived as a betrayal of national sacrifices cannot be accepted, and a January 2026 survey indicates that a majority of Ukrainians oppose withdrawing from parts of the Donbas still under Ukrainian control.
While the US has suggested possible territorial concessions for peace, Europe has emerged as a significant supporter of Ukraine, increasing military and financial aid, and funding defense capabilities through weapons production within Ukraine. Despite these efforts, a lasting peace agreement remains elusive, highlighting the ongoing strain on both nations and the diverse strategies of the US and Europe, which underscore Ukraine’s critical role in European security dynamics
OpenAI gives a base rate of 0.1 (10%)
The question difficulty is rated 8 (0 to 10)
Historical weighted factors include:
Previous ceasefire attempts in Ukraine, 0.3
International diplomatic resolutions of similar conflicts, 0.2
Recent geopolitical conflicts ending in ceasefires, 0.3
Domestic political pressure in Ukraine and Russia, 0.2
A Bayesian calculation could be performed as follows:
Prior probability is 0.1 based on the current geopolitical situation. The likelihood ratio is calculated based on recent support from Europe raising the prior probability by 0.05. Thus, the posterior probability becomes 0.145.
Bayesian base rate: 0.145 (14.5%)
Sufficient news to provide a good forecast? 1 (0 or 1)
News is relevant, topical and unbiased? 1 (0 or 1)
Question classification: scenario_based_forecast
Expected time (days) until question close: 180 (Carolyn‘s note: I calculate 300 days)
The following were considered in order to produce this base rate:
The base rate was derived from analyzing the historical frequency of successful ceasefire agreements in similar territorial and political conflicts, given the entrenched positions and lack of breakthrough in current negotiations.
Ideally, the news feed would contain the following sorts of information for a better forecast:
Additional information on internal political dynamics in Russia and Ukraine, as well as detailed insights into military positions and capabilities, would enhance the forecast accuracy.
Some potential divergent considerations that might affect the base rate:
Potential divergent considerations include a significant unexpected geopolitical event, such as a shift in leadership in Russia or Ukraine, or a dramatic change in military dynamics on the ground.
The following chain of events are necessary for the question to resolve positively:
- Major diplomatic breakthrough occurs in negotiations (unlikely)
- Russia and Ukraine agree to a mutually acceptable territorial arrangement (unlikely)
- Significant shift in military dynamics favoring a ceasefire (unlikely)
- – Increased alignment of US and European strategies leading to unified diplomatic pressure (possible)
Querying Claude (AI predicts: 0.28 – confidence: 4)
Querying Mistral (AI predicts: 0.25 – confidence: 5)
Querying OpenAI (AI predicts: 0.15 – confidence: 4)
Explanations of the statistical measures listed below.
Question Type: Binary
Median from LLMs: 0.25
Base rate: 0.1 (from OpenAI)
SD: 0.06
MAPD: 0.086666666666667
Confidence: 4
Conf Mode: Low
Mellers: 0.17
Reverse Mellers: 0.33
Theory of Mind: 0.3 (What did the LLMs think other LLMs predicted?)
Beta Distribution: 0.01
Close Type: A (B = cautious # closer to 50%; A/C = closer to extremes)
LLM responses: 3
Model value: 025%
Model value: 25%
The consensus among the AI predictions is a low probability of a ceasefire or armistice in Ukraine by the end of 2026, primarily due to entrenched positions and ongoing diplomatic stalemates between Russia and Ukraine, compounded by divergent strategies from international allies. Historical base rates indicate that successful ceasefires in similar conflicts are rare, and current military dynamics show European support for Ukraine suggests an ongoing conflict. However, some factors could skew this prediction towards a more optimistic outcome, such as unexpected leadership changes, significant military developments, potential diplomatic surprises, or external pressures (both economic and geopolitical) that might compel both sides to negotiate. It is acknowledged that while the window of time in 2026 is relatively short, it is not impossible for a less comprehensive agreement or temporary ceasefire to occur, especially if unforeseen behind-the-scenes diplomatic progress is achieved.
Runtime: 140 seconds.
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