OpenAI’s o1 Model: Paying for AI’s Internal Monologue

Karan Singh
4 min readSep 13, 2024

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Future of AI, where the thoughts are invisible, and meter is alway ON !

Welcome to the quirky world of OpenAI’s o1 model, where artificial intelligence doesn’t just spit out answers — it goes on a little journey of self-reflection first! Sounds fancy, right?

But here’s the twist: while it’s busy thinking about your question, you’re getting charged for its internal monologue.

https://platform.openai.com/docs/guides/reasoning

Let’s break this down.

The Invisible Thinking Process

Imagine you’re at a Dhaba, and you order a complicated dish like Chole Bhature. Instead of just cooking it, the chef starts pondering life’s big questions: “What is the essence of Chole Bhature? Why do people eat it?” After what feels like forever, the chef finally serves you your meal — along with a bill that includes a charge for “deep thoughts.”

Welcome to the world of OpenAI’s o1 model. When you ask it a question, it doesn’t just give you the answer right away. Instead, it generates something called reasoning tokens — its internal thoughts that you can’t see via the API. So while it’s busy thinking, you’re being charged for every little token it generates.

The Cost of Deep Thinking

Let’s say you ask the o1 model, “What’s the weather like today?” Instead of just telling you the forecast, it goes through a whole thought process:

  1. What is weather? Is it just a collection of atmospheric conditions, or is it a metaphor for life’s unpredictability?
  2. Should I think about how rain affects people’s moods in Mumbai? What if someone has a wedding planned?

While it’s lost in these deep thoughts, you’re being charges for those reasoning tokens. It’s like going to a therapist who spends the whole session talking about their own problems instead of helping you with yours!

The Infinite Loop of Charges

Now, let’s talk about the real kicker: you are being charged by the thought. Yes, you heard that right! Every time the o1 model has a little epiphany, your credit card takes a hit. The irony? You have absolutely no control over this!

Think about it: the model starts thinking, and suddenly it’s in an infinite loop. “Hmm, should I consider the impact of climate change on tourism in Rajasthan? What if someone wants to know about eco-friendly travel?” Before you know it, it’s spiraled down a rabbit hole of philosophical musings, and you’re left watching your bank balance dwindle like a bad magic trick.

It’s like ordering a simple cup of chai at a roadside stall, only for the chaiwala to start philosophizing about the origins of tea and the meaning of life. By the time he finally serves you your cup, you’ve not only lost your patience but also paid a premium for his deep thoughts on Assam vs. Darjeeling!

Reinforcement Learning: The Price of Self-Reflection

OpenAI says that the o1 model uses reinforcement learning to improve its thinking. This means it learns from its mistakes and gets better over time. But if those thoughts are invisible and cost you money, are we really getting our money’s worth?

Imagine you ask the model to help you with a math problem. Instead of just solving it, it goes through a series of self-reflective steps:

  • “What do numbers really mean? Are they just symbols, or do they have deeper significance?”
  • “If I solve this problem, what does that say about my math skills?”

By the time it finally gives you the answer, you’ve wasted time and money on its philosophical journey. It’s like hiring a personal trainer who spends the whole session talking about their own fitness journey instead of helping you lift weights!

The Bottom Line: A Bill for Every Thought

So, if you’re thinking about using the o1 model, get ready for a slower, more thoughtful experience — and a bill that reflects its deep thinking.

In this new AI world, you’re not just paying for answers; you’re also paying for the model’s internal monologue. It’s the perfect mix of advanced technology and a bit of existential dread, all wrapped up in a shiny new package.

Conclusion: Welcome to the Future

As we dive into this new era of AI, remember that the o1 model isn’t just answering your questions; it’s also having a deep conversation with itself. So, the next time you get a bill for your API usage, just know that you’re not only paying for answers but also for the model’s thoughtful musings.

Welcome to the future of AI, where the thoughts are invisible, but the costs are all too real!

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Karan Singh
Karan Singh

Written by Karan Singh

Co-Founder & CTO @ Scogo ♦ I Love to solve problems using Tech

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