Botmaster Jeremy Lichtman’s Sudan conflict deaths forecast, Nov. 21, 2025

How many state-based conflict deaths in Sudan will be reported by ACLED for 2025?

Jeremy Lichtman’s Multi-AI Oracle predicts today:  
Less than 1,000: 2%


Between 1,000 and 3,000: 7%


Between 3,000 and 5,000: 11%


Between 5,000 and 8,000: 16.5%


Between 8,000 and 12,000: 26.5%


More than 12,000: 37%   

Obtaining outside data.

Checking internet sources, using keywords: Sudan 2025 conflict deaths

News from various sources:

The web content provides a detailed overview of the ongoing conflict and humanitarian crisis in Sudan as of 2025. Here are the key points extracted and summarized:

1. **Sudan Civil War Background**:

– The civil war in Sudan began in 2023, primarily between the Sudanese military and the Rapid Support Forces (RSF), a paramilitary group.

– The conflict erupted after tensions between the two parties, who were supposed to transition the government peacefully after the 2019 uprising, escalated.

2. **Humanitarian Crisis**:

– According to the Associated Press, the conflict has resulted in the deaths of at least 40,000 people and the displacement of over 12 million. Some reports suggest the true death toll could be significantly higher, with numbers exceeding 150,000.

– The United Nations and various aid organizations describe the situation as one of the world’s largest humanitarian crises, with severe implications for civilian populations, including food insecurity and massive displacement.

3. **Cholera Outbreak**:

– Sudan has been grappling with a severe cholera outbreak, exacerbated by the conflict. As of 2025, Sudan recorded nearly 71,373 cholera cases and almost 2,000 deaths.

– The spread is attributed to conflict-induced water system failures, displacement, and limited access to healthcare.

4. **International Involvement and Peace Efforts**:

– The Rapid Support Forces have recently agreed to a U.S.-led humanitarian truce, though the Sudanese military has conditions for agreement.

– Efforts are being facilitated by a group known as the Quad, comprising the U.S., Saudi Arabia, Egypt, and the United Arab Emirates, to address humanitarian concerns and strive for a political resolution.


5. **Human Rights Violations**:


– There are reports of mass violence, including massacres and severe human rights abuses such as sexual violence targeting women and children. The use of drones, artillery, and other military tactics has further endangered civilians.

6. **Advocacy and Awareness**:

– Events are being organized globally to raise awareness about the crisis, and Sudanese diaspora communities are actively advocating for international support and intervention.

7. **International Criticism**:

– There is wide criticism of the international community’s insufficient response to the crisis with calls for more decisive action, such as sanctions and embargoes, against entities fueling the conflict.

Overall, the situation in Sudan remains dire with urgent calls for increased international intervention to address the ongoing humanitarian disaster and find a resolution to the conflict.


Fact-checking news summary:


Based on the provided summary, here is a list of specific facts, along with their truthfulness and relevance to the question on the number of state-based conflict deaths reported by ACLED in Sudan in 2025:

1. **The civil war in Sudan began in 2023, primarily between the Sudanese military and the Rapid Support Forces (RSF).**

– **Truthfulness:** True (Assuming data and reports up to 2023 corroborate this commencement date and parties involved).

– **Importance:** Important.

– **Relevance to Outcome:** True (Establishes the timeline and key parties involved in the conflict, directly impacting state-based conflict deaths).

2. **The conflict erupted after tensions between the military and RSF, following the 2019 uprising.**

– **Truthfulness:** True (The timeline aligns with known historical events).

– **Importance:** Lesser Importance.

– **Relevance to Outcome:** True (Gives context but does not directly indicate conflict deaths).

3. **The Associated Press reported at least 40,000 deaths and over 12 million displaced. Some estimates exceed 150,000 deaths.**

– **Truthfulness:** True for AP’s lower estimate; higher estimates need additional verification.

– **Importance:** Critical.

– **Relevance to Outcome:** True (Directly related to estimating conflict deaths).

4. **The UN and organizations describe the situation as one of the world’s largest humanitarian crises.**

– **Truthfulness:** True (UN frequently highlights severe humanitarian situations).

– **Importance:** Important.

– **Relevance to Outcome:** False (More about humanitarian status than conflict death count).

5. **Sudan recorded nearly 71,373 cholera cases and almost 2,000 deaths as of 2025.**

– **Truthfulness:** Assuming accuracy, True.

– **Importance:** Lesser Importance.

– **Relevance to Outcome:** False (Related to health crisis rather than state-based conflict deaths).

6. **The RSF agreed to a U.S.-led truce; military has conditions for agreement.**

– **Truthfulness:** True, if corroborated by recent developments.

– **Importance:** Important.

– **Relevance to Outcome:** True (Affects potential for fatalities to decrease).

7. **Quad (U.S., Saudi Arabia, Egypt, UAE) facilitating peace efforts.**

– **Truthfulness:** Needs specific confirmation, likely True.

– **Importance:** Important.

– **Relevance to Outcome:** True (International efforts can affect conflict fatality trajectory).

8. **Reports of mass violence and severe human rights abuses.**

– **Truthfulness:** True (Consistent with reports from conflict zones).

– **Importance:** Important.

– **Relevance to Outcome:** True (Indicates potential for increased death counts).

9. **Events to raise awareness and advocacy by diaspora.**

– **Truthfulness:** True (Common in conflict situations).

– **Importance:** Unimportant.

– **Relevance to Outcome:** False (Indirect influence on conflict death reporting).

10. **Criticism of international response, calls for sanctions/embargoes.**

– **Truthfulness:** True (Common criticism in prolonged conflicts).

– **Importance:** Lesser Importance.

– **Relevance to Outcome:** False (Related to international relations and policy, not directly to death count).

The list focuses on conflict-related details with direct or significant linkages to the key question of state-based conflict deaths reported by ACLED.

Fact-checked summary:

The civil war in Sudan, which began in 2023, primarily involves the Sudanese military and the Rapid Support Forces (RSF), setting the stage for conflict-related fatalities. The Associated Press has reported at least 40,000 deaths with some estimates exceeding 150,000, highlighting the conflict’s severe impact on the death count. Meanwhile, the RSF’s agreement to a U.S.-led truce, although conditional from the military, could influence future fatalities. Moreover, the Quad, comprising the U.S., Saudi Arabia, Egypt, and the UAE, is involved in facilitating peace efforts, which may impact the trajectory of conflict fatalities. Reports of mass violence and severe human rights abuses further suggest a potential for increased death tolls. These facts collectively contribute to understanding the current and projected state-based conflict deaths in Sudan.

OpenAI gives a base rate of Between 8,000 and 12,000 

The question difficulty is rated 8 (0 to 10)

Historical weighted factors include:

0.30.250.250.2

A Bayesian calculation could be performed as follows:

Starting with a prior based on reported fatalities (e.g., median estimations around 95,000), I factor in peace efforts reducing further escalation (25% reduction likelihood), adherence (adding uncertainty of 25% fluctuation), and international intervention with a 20% chance to lower the death toll further. Combine these weighted factors using Bayesian principles to update our probability. The projection leans towards 12,000 as a mile marker, considering the high variance previously seen.

Bayesian base rate: 0.6

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: 750

The following were considered in order to produce this base rate:

Considering the intensity of the conflict (40,000 to 150,000 reported deaths) and current levels of violence, the base rate expectation of ‘Between 8,000 and 12,000 deaths’ aligns with ongoing occurrences. The base rate resulted from historical patterns where lack of peace adherence normally leads to sustained conflict, counterbalanced by some success in truce facilitation and intervention. Historical fatality rates in conflict zones have been volatile yet often stabilize around such thresholds when moderate peace efforts are implemented.

Ideally, the news feed would contain the following sorts of information for a better forecast:

Additional data on the operational effectiveness of the U.S.-led truce and its general acceptance would clarify the peace outlook. New information on the RSF and government leadership changes, or public sentiment within Sudan, would further refine projections. Current on-the-ground reports from major international organizations and local NGOs could detail ongoing humanitarian crises influencing fatality rates.

Some potential divergent considerations that might affect the base rate:

A successful peace deal, or increased political stability achieved through diplomatic efforts, could lead to drastically reduced fatalities. Conversely, an intensification in conflict, especially with foreign intervention or if peace talks collapse, could significantly raise the fatality rate beyond current predictions.

The following chain of events are necessary for the question to resolve positively:

– Continuation of the current level of violence and conflict in Sudan, suggesting limited acceptance or implementation of peace agreements and truces – Likely.

– RSF and Sudanese military failing to consistently adhere to a U.S.-led truce or other peace initiatives – Moderately likely.

– Involvement of external actors such as the Quad failing to facilitate effective peace efforts – Moderately likely.

– Continued reports of mass violence and human rights abuses resulting in sustained or increasing fatalities – Likely.



Querying Claude (AI predicts: [“Less than 1000”: 0.03, “Between 1000 and 3000”: 0.12, “Between 3000 and 5000”: 0.18, “Between 5000 and 8000”: 0.25, “Between 8000 and 12000”: 0.28, “More than 12000”: 0.14] – confidence: 4)

Querying Mistral (Error: Mistral is not returning an array)

Querying OpenAI (AI predicts: [“Less than 1000”: 0.01, “Between 1000 and 3000”: 0.02, “Between 3000 and 5000”: 0.04, “Between 5000 and 8000”: 0.08, “Between 8000 and 12000”: 0.25, “More than 12000”: 0.6] – confidence: 7)

Question Type: Multiple Choice

Confidence: 5.5

MAPD: Avg: 0, Max: 0

# LLM responses: 2
Explanations of the above statistical measures here —> 

Model value:


Less than 1,000: 2%
Between 1,000 and 3,000: 7%
Between 3,000 and 5,000: 11%
Between 5,000 and 8,000: 16.5%
Between 8,000 and 12,000: 26.5%
More than 12,000: 37%



The predictions regarding the conflict in Sudan center around the ongoing civil war between the Sudanese military and the Rapid Support Forces (RSF), which has been ongoing since 2023. The death toll has reportedly reached between 40,000 and 150,000, with some estimates suggesting even higher figures. Although there have been conditional agreements to ceasefires and peace efforts led by international actors like the U.S. and the Quad, the violence persists, with significant human rights abuses being reported. Historical data shows that conflict fatality rates typically stabilize in a range between 5,000-12,000 during moderate peace efforts, but the current intensity may suggest higher fatality rates. However, the estimates could shift due to various factors, such as late 2025 breakthroughs in peace negotiations, potential foreign intervention leading to escalation, or inaccuracies in reported deaths due to methodological or seasonal variances.

Runtime: 249 seconds.

 

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

Below, a forecast of state-based conflict fatalities for Sudan in the VIEWS machine forecasting competition, which is an aggregate of the forecasts of twenty machine learning competitors. Our botmasters, Phil Godzin and Jeremy Lichtman, are conducting a side experiment in collaboration with VIEWS. The VIEWS aggregate forecast is much lower than ours.

Source: VIEWS machine forecasting competition

 

Control of territory, Sept. 2025. Source: https://www.aljazeera.com/features/2025/9/30/war-in-sudan-humanitarian-fighting-control-developments-september-2025