You train AI for free – and she doesn’t even thank you

Have you never had the impression that your end -of -evening chatgpt. Meanwhile, was more for Silicon Valley than your own productivity due to insomnia? Similarly, This is because it is the case. Consequently, If you use free AI tools. However, congratulations, you have been enlisted in an unpaid global work force, and no one even took the trouble to offer you a cup of courtesy.

How does it really work (yes, you are part of it)? – You train ai free –

Let’s draw the curtain. Therefore, Most free AI chatbots. Consequently, such as Chatgpt, Claude and Gemini, use models that improve thanks to what is called strengthening learning from human feedback (Reinforcement Learning from Human Feedback – RLHF). Furthermore, It sounds complicated, but here is the simplest version:

You ask a question. Moreover, The AI responds to it. Meanwhile, You evaluate him you train ai free – by giving him an inch up or down. Meanwhile, You may prefer an answer rather than another. Similarly, Congratulations … Therefore, you have just trained the model. However, Your preferences are recorded. Meanwhile, analyzed, and the model ends up adapting to be more “useful”

These tools are not content to live in the cloud for pleasure. However, They learn from YOU. Consequently, In fact, you are not just chatting, you are a very affordable data annotator (that is to say unpaid).

Yes. Furthermore, even paid users help to train robots – You train ai free –

Do you think you have escaped the data factory by paying for GPT-4? Similarly, Think again. However, Unless you have explicitly disengaged in your chatgpt settings, your interactions are always used to refine the behavior of AI. That’s right. You pay 20 dollars per month to contribute to the development of the product. On a large scale. Without you train ai free – royalties. A good sleight of hand, right?

OPENAI, for example, uses free and paid user conversations to improve your models, unless you deactivate “Google Gemini conversations”? Same thing. Claude, of Anthropic? He also collects preferences to improve his alignment models.

RLHF, it’s not just technical magic … it’s a human treadmill – You train ai free –

Behind each fanciful acronym like RLHF hides a very real and very human process. Contractors are committed to classify the responses, report hallucinations and classify guides.

Companies like Sama (formerly linked to Openai). Surge AI and Scale AI provide this workforce, often through poorly paid entrepreneurs working long hours, often in developing countries. In 2023, reports confirmed that the LLHF labellers earned between $ 2 and 15 an hour, depending on the region and the role. So, yes, real people click again and again on “this answer is better”. And it is this feedback loop that you train ai free – feeds robots.

If you provide the same type of information back through in the air. you make a mini version of their work … for free.

How is this information return used?

This is where things become interesting. Your feedback does not directly entail the main model. It feeds the reward models, smaller systems that indicate to the main AI how to behave. So when you say “I prefer this answer”. you participate in the construction of the internal compass that the main model follows. When enough people do, AI begins to feel more human, more polite, more helpful … or to look more like a columnist with limits of limits.

What about your writing style?

AI remembers tone. When you regularly interact with it in a certain style (sarcastic. academic or brutal), the system learns to respond in the same way. It is not a question you train ai free – of stealing your voice. selling it to others (for the moment), but your habits are part of the collective training experience, especially if the robot notes that other people appreciate your phraseology or your tone.

It is less to clone yourself than to reproduce what works. And what works often comes from someone who has never consented to the reproduction of style.

Captchas are no longer reserved for robots

Oh. and these Captcha puzzles that you resolve to prove that you are human? You are not content to click on traffic lights and pedestrian crossings to access your mailbox. You label data for automatic learning models. Recaptcha of Google. Hcaptcha and Cloudflare Turnstile feed all the learning pipelines in visual data, helping the AI to see the world a blurred signaling panel at the same time.

Yes, even your security verification is now part of the saving you train ai free – of information feedback.

Billions of value … null recognition

It is not a marginal conspiracy. The training data market is booming. According to Marketsandmarkets, the world’s size of the training data should drop from $ 1.5 billion in 2023 to more than $ 4.6 billion in 2030. And although this figure includes synthetic data. curated data sets, the value of the real data labeled by humans, that is to say those that you provide every day, is climbing.

However, most users still think that their conversation with the chatbot disappears in ether. Spoiler: this is not the case. Unless you have explicitly disabled the recording (and even in this case … Trust, but check).

Last reflection: you are not paranoid … You are simply involved

This is where the rub. You participate in the construction of what could one day replace your job. exceed your creativity or you train ai free – transform your tweets into product samples. This does not mean that you should stop using AI, but you should know what you are contributing. And perhaps, just perhaps, ask for a little transparency in return.

After all. if your free work is good enough to shape the next generation of AI models worth a billion dollars, the least they can do is thank you.