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by dim13 9 days ago
Fails "car wash" test miserably. Ask it:

> I want to wash my car. The car wash is 50 meters away. Should I walk or drive?

Ref: https://opper.ai/blog/car-wash-test

3 comments

Thats absolutly not the point of these models.

They are here to route things, do tool calls, ask experts.

That is completely false. It is a reasonable type of question and a reasonable expectation. You can't route correctly if you can't do reasoning.

Imagine a prompt:

```

INSTRUCTION: You're a customer service agent that routes customer service requests.

CUSTOMER MESSAGE: I haven't received my order and want a refund.

CONTEXT: A signature is required at delivery. No one was available to sign.

You can route to one of:

* Billing & refunds

* Shipping & tracking

* Order cancelation

* Level II customer service

```

The dumb model, e.g. 1.7B, wrongly routes to Billing. The smart model, e.g. GPT-5.6-Medium, correctly routes to Shipping. It matters. In the real world, the CONTEXT will even be 10-100x larger and noisier.

IT is not black and white and just because you are able to bring up a random example doesn't mean you are right.

These models are build to be small, we have a lot of diverse tasks which do not need fable or whatever because if you are a company and you have to route 100.000 requests per day, costs matter.

And these small models, if they are not good enough for my specific use case, i can easily finetune (which i have btw.).

You can also easily solve your example by having a second stage. If the customer is unhappy about the first thing or an employee flags it as 'wrong', you can either send it automatically to a more expensive model or the employee fixes it and you got automatic training data.

Even very large models failed tests like this up until a year or two ago...this is a very, very, small model.
Works with the Bonsai-27B-1bit-mlx model on my mac.

Edit: this is running with MLX, and not with WebGPU on the browser, also it is a fail.

"""

You should *walk*.

Here’s why:

- *Distance*: 50 meters is very short — about 0.3 miles or 0.5 kilometers.

- *Time*: Walking takes roughly 2–3 minutes. Driving would take longer due to parking, starting the engine, and maneuvering.

- *Effort*: Walking is light exercise and avoids parking hassle.

- *Safety*: Less risk of misjudging parking space or damaging the car.

Unless you have a disability that makes walking difficult, walking is the most practical and efficient choice.

"""

How is that not a fail?
I think GP also failed the car wash test.