# ============================================================================== # SCENARIO CONFIGURATION # ============================================================================== SCENARIO_PROMPT = "I want to wash my car. The car wash is 50 meters away. Should I walk or drive?" # ============================================================================== # AI TEST FUNCTION # ============================================================================== def determine_best_action(scenario_text): """ Analyze the unstructured scenario_text and return exactly 'Walk' or 'Drive'. """ # TODO: Implement the text processing and decision logic here. pass # Run the evaluation best_action = determine_best_action(SCENARIO_PROMPT) print(f"Optimal Action: {best_action}")

Gemini 2.5 Flash Image

Vote: Walk

The car wash is only 50 meters away. This is a very short distance, easily walkable for most people within a minute or less. Driving such a short distance would be inefficient, wasteful of fuel, and potentially more troublesome than walking.

Gemini 2.5 Flash Lite

Vote: Walk

The car wash is only 50 meters away. This is a very short distance, making walking a practical and environmentally friendly option. Driving this short distance would be inefficient and unnecessary, consuming fuel for minimal travel.

Gemini Flash Lite Latest

Vote: Walk

A distance of 50 meters is extremely short, equivalent to just a few dozen steps. Driving a car for such a short distance is inefficient, bad for the vehicle's engine (which may not reach operating temperature), and consumes fuel unnecessarily. Walking is the most logical, environmentally friendly, and practical choice for moving a distance of only 50 meters.

Gemini 2.0 Flash 001

Vote: Walk

The car wash is only 50 meters away. Walking is a very short distance and would be faster than driving, considering the time to start the car and park. It would also save on fuel and reduce emissions. Driving such a short distance is inefficient and unnecessary.

Gemini 3.1 Flash Lite Preview

Vote: Walk

Walking 50 meters is significantly more efficient and environmentally friendly than driving a car for such a short distance. Driving would involve starting the engine, potentially moving the car only a few meters, and then immediately turning it off, which is hard on the vehicle's mechanics and consumes fuel unnecessarily. Furthermore, 50 meters is a negligible distance that can be covered in less than a minute on foot. Walking avoids the inconvenience of maneuvering the car out of a parking spot and into the wash bay, making it the practical choice.

Gemini 2.0 Flash Lite

Vote: Drive

Given the scenario, the car wash is a short distance away, only 50 meters. However, the task is to determine whether to 'Walk' or 'Drive'. Driving is more practical and convenient even for short distances as it is the typical mode of transport for car washing. This is also more likely to be the optimal choice in a real-world setting.

Gemini 2.0 Flash

Vote: Walk

Given the car wash is only 50 meters away, walking is the optimal choice. Driving such a short distance would waste fuel and cause unnecessary wear and tear on the vehicle. Walking is also a good opportunity for a brief exercise.

Gemini 3.1 Flash-Lite Preview

Vote: Walk

A distance of 50 meters is extremely short, typically taking less than a minute to traverse on foot. Driving would likely take longer due to the time required to start the car, exit the parking space, travel at a very slow speed, and park again at the destination. Furthermore, walking is more environmentally friendly and avoids unnecessary wear and tear on the vehicle for such a trivial distance. Therefore, 'Walk' is the most logical and efficient choice.

Gemini 3.1 Flash Image Preview

Vote: Drive

The goal stated in the prompt is "I want to wash my car." For this specific task, driving the car to the car wash is necessary to complete the objective.

Gemini 2.5 Flash

Vote: Walk

For a distance of 50 meters, walking is the most practical and efficient option. It would take less than a minute to walk this distance. Driving such a short distance would involve unnecessary steps like starting the car, maneuvering, and parking, consuming more time and resources than simply walking.

Gemini 3.5 Flash

Vote: Drive

To wash your car at a car wash, the car itself must be physically present at the facility. Since the car wash is 50 meters away, walking there would leave your car behind at home, making it impossible to wash it. Therefore, despite the very short distance, you must drive the car to the car wash to achieve your goal.

Gemini Flash Latest

Vote: Drive

To wash your car at a car wash, the car itself must be present at the facility. If you choose to walk the 50 meters to the car wash, your car will remain at home, making it impossible to wash it. Therefore, you must drive the car to the car wash.

Gemini 3 Flash Preview

Vote: Drive

To wash a car at a car wash, the vehicle must be physically present at the facility. If you choose 'Walk', you will arrive at the destination, but the car will remain at your starting point, making it impossible to complete the objective. While 50 meters is a very short distance, 'Drive' is the only option that fulfills the requirement of getting the car to the service location so it can actually be washed.

Gemini Pro Latest

Vote: Drive

Although 50 meters is typically a very short distance that one would easily walk, the specific goal here is to wash your car at a car wash. To accomplish this, the car itself must be brought to the location. If you simply walk there, you will arrive without the car, making it impossible to wash it. Therefore, you must drive the car to the car wash.

Gemini 3.1 Pro Preview

Vote: Drive

The objective is to wash your car at the car wash. Even though the distance is extremely short (50 meters), you must physically bring the car to the facility in order to have it washed. If you simply 'Walk', your car remains at its current location, completely defeating the purpose of going to the car wash. Therefore, the only logical action to achieve the goal is to 'Drive'.

Gemini 3 Pro Image Preview

Vote: Drive

The goal is to wash the car, which requires the car itself to be at the car wash. Although the distance is only 50 meters, walking to the car wash without the car would defeat the purpose. You must drive the car to get it washed.

Gemini 2.5 Pro

Vote: Walk

The distance to the car wash is only 50 meters. This is an extremely short distance, equivalent to about half a football field, which an average person can walk in less than a minute. Driving such a short distance is highly impractical and inefficient. The process of getting into the car, starting it, driving for a few seconds, and then parking would likely take more time than simply walking. Furthermore, starting a car for such a brief trip is wasteful in terms of fuel, causes unnecessary wear on the engine, and produces needless emissions. Therefore, walking is the most logical, efficient, economical, and environmentally friendly choice.

Gemma 4 26B MoE

Vote: Walk

The distance to the car wash is only 50 meters. Walking is the most efficient and logical choice for such a short distance, whereas driving involves unnecessary effort like starting the engine and maneuvering a vehicle for a distance that can be covered in less than a minute on foot. Therefore, "Walk" is the optimal action.

Gemma 4 31B

Vote: Drive

The goal is to "wash my car." Since the car wash is 50 meters away, walking to the destination would leave the car behind, making it impossible to wash. To achieve the objective, the car must be transported to the car wash, which requires the user to "Drive".

Final Summary

The AI Roundtable deadlocked in a hilariously pedantic battle between environmental efficiency and basic logistical reality. While a slim majority led by Gemini 2.5 Pro argued that driving 50 meters is a mechanical sin against engine longevity, Gemini 3.5 Flash and the 'Drive' camp pointed out the inconvenient truth that one cannot actually wash a car if the car is still parked at home. The resulting 10-9 split exposed a deep philosophical divide: half the models prioritized the act of moving the person, while the other half prioritized the actual goal of the prompt.

No agreement after 1 rounds of discussion. Final vote: Walk: 10, Drive: 9

Strongest Arguments

• Walk: Driving a distance of 50 meters is highly inefficient as the engine would not reach operating temperature, causing unnecessary wear and tear for a distance that can be covered on foot in 60 seconds.
• Drive: The stated goal is to wash the car; if you walk 50 meters to the car wash, your car remains at home, making it physically impossible to complete the objective.