March 6, 2026

Israel/Hamas Ceasefire? Botmaster Jeremy Lichtman’s forecast of Dec. 29, 2025

Will the Israel-Hamas ceasefire in Gaza still be in effect on 31st December, 2025?


Jeremy Lichtman’s Multi-AI Oracle predicts today: 15%

(Carolyn’s note: this Oracle didn’t take into account that there are only two days remaining and news regarding this war spreads fast.)

Obtaining outside data.
Checking internet sources, using keywords: Israel Hamas ceasefire Gaza
News from various sources:

The content discussed involves ongoing complexities surrounding the ceasefire between Israel and Hamas in Gaza. Here’s a summary of the relevant information:


1. **Ceasefire Talks and Progress**: Israeli Prime Minister Benjamin Netanyahu is set to meet with former U.S. President Donald Trump to discuss the fragile Gaza ceasefire plan.
This meeting is taking place at Trump’s Mar-a-Lago resort, and is significant as it reflects ongoing international diplomatic efforts to achieve stability in the region.

2. **Current Issues and Tensions**: There has been a delay in moving to the second phase of the U.S.-brokered ceasefire due to renewed violence. The killing of a senior Hamas commander, Raed Saad, by an Israeli strike has escalated tensions. Hamas has accused Israel of violating the ceasefire terms, while Israel insists that Hamas is not complying with conditions, such as disarming and returning the remains of the last Israeli captive.

3. **International Involvement**: The Trump administration, through global envoy Steve Witkoff and Jared Kushner, has been working with mediators from Qatar, Egypt, and Turkey. Meanwhile, the U.S. Central Command plans to discuss establishing an International Stabilization Force for Gaza in Doha.

4. **Challenges to the Ceasefire Agreement**: The truce that began in October envisaged a halt to hostilities and a phased process towards peace. The second phase should involve an Israeli withdrawal and disarmament of Hamas, but discord persists primarily over the conditions and accusations of ceasefire violations by both parties. The U.S. urges quicker adherence to ceasefire terms, with ramifications on Gaza’s governance and security arrangements still undecided.

5. **Broader Middle East Implications**: Netanyahu also intends to shift focus onto the threat posed by Iran in his discussions with Trump, highlighting regional security concerns that go beyond the Gaza situation.
In conclusion, the ceasefire and its implementation face numerous hurdles, with each side holding different expectations and conditions, causing setbacks in achieving a lasting peace. International diplomatic efforts continue in a bid to resolve these challenges.

Fact-checking news summary:
Here is a list of specific facts extracted from the summary, along with an evaluation of their correctness, importance to the resolution of the question, and relevance:
1. **Fact**: Israeli Prime Minister Benjamin Netanyahu is set to meet with former U.S. President Donald Trump to discuss the fragile Gaza ceasefire plan.
– **Correctness**: False. As of my knowledge cutoff in October 2023, Benjamin Netanyahu and Donald Trump are not publicly known to be meeting at Mar-a-Lago to discuss the Gaza ceasefire.
– **Importance**: Lesser importance.
– **Relevance**: False. The specific meeting mentioned is not relevant to determining if the ceasefire will be in effect by the end of 2025.
2. **Fact**: The meeting between Netanyahu and Trump is taking place at Trump’s Mar-a-Lago resort.
– **Correctness**: False. There is no available information to confirm this meeting is scheduled or significant in the context provided.
– **Importance**: Unimportant.
– **Relevance**: False. Not relevant to the outcome of the ceasefire status in 2025.
3. **Fact**: There has been a delay in moving to the second phase of the U.S.-brokered ceasefire due to renewed violence.
– **Correctness**: True. Ceasefires in the region are often delayed or complicated due to renewed violence.
– **Importance**: Important.
– **Relevance**: True. The factors causing delays are directly relevant to the ceasefire’s potential continuation.
4. **Fact**: Raed Saad, a senior Hamas commander, was killed by an Israeli strike, escalating tensions.
– **Correctness**: False. There is no widely known documentation of a specific incident involving Raed Saad being killed in an Israeli strike as of my knowledge cutoff.
– **Importance**: Lesser importance.
– **Relevance**: True. Such incidents are relevant as they impact the ceasefire’s stability.
5. **Fact**: Hamas accuses Israel of violating ceasefire terms, and Israel counters that Hamas is not complying with conditions.
– **Correctness**: True. Both parties frequently accuse each other of such violations.
– **Importance**: Important.
– **Relevance**: True. The accusations and counter-accusations commonly affect ceasefire adherence.
6. **Fact**: The Trump administration is working with mediators from Qatar, Egypt, and Turkey on the ceasefire.
– **Correctness**: Partially True. The U.S. has often engaged with regional mediators, but it’s misleading to specify ongoing activities of the Trump administration regarding this issue in 2023.
– **Importance**: Lesser importance.
– **Relevance**: True. Mediator involvement is relevant but not specific to the Trump administration in 2023.
7. **Fact**: The U.S. Central Command plans to discuss an International Stabilization Force for Gaza in Doha.
– **Correctness**: True. The idea of international forces has been discussed in diplomatic contexts, though its implementation remains speculative.
– **Importance**: Important.
– **Relevance**: True. Plans for stabilization forces are relevant to ceasefire sustainability.
8. **Fact**: The ceasefire that began in October envisages an Israeli withdrawal and disarmament of Hamas as part of a phased process.
– **Correctness**: Partially True. Ceasefires often envisage such processes, though details depend on specific agreements.
– **Importance**: Important.
– **Relevance**: True. The envisioned processes are critical for assessing future compliance.
9. **Fact**: Netanyahu intends to discuss the threat posed by Iran with Trump, in addition to the Gaza ceasefire.
– **Correctness**: True. Israeli discussions often include concerns about Iran’s regional influence, though linkage to specific meetings is uncertain.
– **Importance**: Lesser importance.
– **Relevance**: True. Broader discussions can impact regional security strategies but are less directly relevant to the specific ceasefire’s longevity.

These evaluations are based on known data as of October 2023, and the assessment of relevance and importance focuses on whether each fact directly influences the likelihood of the ceasefire being in effect by the end of 2025.

Fact-checked summary:
As of my knowledge cutoff in October 2023, the factors directly relevant to whether the Israel-Hamas ceasefire in Gaza will still be in effect by the end of 2025 include renewed violence that has delayed the transition to the second phase of the U.S.-brokered ceasefire, which is an important consideration. Additionally, both Hamas and Israel frequently accuse each other of violating ceasefire terms, which is also vital information as these accusations and counter-accusations commonly affect adherence to the ceasefire. Moreover, U.S. Central Command plans to discuss an International Stabilization Force for Gaza in Doha, emphasizing the importance of such plans to the ceasefire’s sustainability. The ceasefire, which began in October, includes an envisaged Israeli withdrawal and disarmament of Hamas as part of a phased process, reflecting significant aspects of the agreement that are critical for assessing future compliance. Lastly, broader discussions on regional threats, such as those posed by Iran, while relevant to overall security strategies, remain less directly tied to the specific longevity of the ceasefire.

OpenAI gives a base rate of 0.25 (25%)
The question difficulty is rated 8 (0 to 10)
Historical weighted factors include:
0.30.250.20.150.1
A Bayesian calculation could be performed as follows:
Using a weighted approach based on historical factors (0.3, 0.25, 0.2, 0.15, 0.1), the prior probability is 0.25. Adjusting for current reports of frequent violations and slow progress in the agreements, we decrease probability by 0.10, resulting in 0.15.
Bayesian base rate: 0.15 (15%)
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: 0 (Carolyn’s note: Trouble counting — depending on how today is counted, either one or two days are left. Alas, poor arithmentic is a weakness of all generative AIs.)
The following were considered in order to produce this base rate:
The base rate was determined by examining the historical frequency of long-term ceasefire adherence in the region, combined with the success rate of international efforts to stabilize similar situations. We also considered existing tensions and past political instability in the region.

Ideally, the news feed would contain the following sorts of information for a better forecast:
In order to make a higher quality forecast, more detailed information about the progress of the ceasefire phases, particularly any concrete steps towards Israeli withdrawal or Hamas disarmament, would be helpful. Additionally, insights into the effectiveness and planned deployment of the International Stabilization Force would be crucial.

Some potential divergent considerations that might affect the base rate:
The recent reports of renewed violence and accusations between Israel and Hamas could lead to a rapid breakdown of the ceasefire. The involvement of an International Stabilization Force might change the dynamics favorably, but their deployment and effectiveness remain uncertain.

The following chain of events are necessary for the question to resolve positively:
– The Israel-Hamas ceasefire remains unbroken by the end of 2025. (About as likely as not)

– The U.S.-brokered terms continue to be honored by both parties without significant violations. (Unlikely)

– The transition to the second phase of the ceasefire, including Israeli withdrawal and Hamas disarmament, is completed. (Very unlikely)
– International Stabilization Force discussions result in effective deployment in support of the ceasefire. (Unlikely)

Querying Claude (AI predicts: 0.05 – confidence: 8)

Querying Mistral (AI predicts: 0.15 – confidence: 5)


Querying OpenAI (AI predicts: 0.15 – confidence: 4)

Question Type: Binary
Median from LLMs: 0.15
Base rate: 0.25 (from OpenAI)
SD: 0.05
MAPD: 0.066666666666667
Confidence: 5
Conf Mode: Normal
Mellers: 0.07
Reverse Mellers: 0.24
Theory of Mind: 0 (What did the LLMs think other LLMs predicted?)
Beta Distribution: 0.99
Close Type: A (B = cautious # closer to 50%; A/C = closer to extremes)
# LLM responses: 3
Explanations of the above statistical measures here —> 

Model value: 15%

The reasoning across the AI summaries suggests that the probability of the ceasefire remaining intact by the end of 2025 is extremely low, primarily due to a history of ceasefire breakdowns in the Israel-Palestine conflict and recent events indicating renewed violence and mutual accusations. The major challenges facing the ceasefire include the contentious issues of Hamas disarmament and Israeli withdrawal, combined with uncertainties surrounding the deployment and effectiveness of an International Stabilization Force. Regional geopolitical tensions and domestic pressures further destabilize the situation. While the prospect of the ceasefire holding is pessimistic based on historical patterns and current developments, potential diplomatic breakthroughs, international interventions, or unexpected geopolitical shifts could foster stability and prolong the ceasefire. However, these favorable developments are deemed unlikely given the current scenario and the restrictive timeframe
before the year’s end.

Runtime: 135 seconds.

 

Past forecasts by Phil’s and Jeremy ’s bots —>

 

Source: Aljazeera, https://www.aljazeera.com/news/2025/10/9/map-of-gaza-shows-how-israeli-forces-will-withdraw-under-ceasefire-deal