The world of artificial intelligence is vast and varied, with many different concepts and processes. One of these is AI inference, a crucial component of how AI models operate and provide value.
AI inference is the process where a trained neural network recognizes images, spoken words, and diseases, predicts text, or suggests choices based on its training. In simple terms, it involves taking smaller sets of real-world data and rapidly producing accurate results, making use of the training gained by a neural network.
Once the AI model is trained, it can then recognize and make predictions on new data. This is the inference phase, where the model applies what it has learned to unfamiliar data. This phase can take place on various platforms, from the cloud to edge devices, depending on where the inference needs to occur.
For example, if you're using a large language model's API, like our LLM API, you're engaging with the inference phase of AI. The model has been previously trained on a vast corpus of text, and now it's using that training to generate responses to your prompts.
The efficiency and speed of inference can be greatly impacted by the hardware it's run on. We provide Cloud inference, so that the computation is run on our servers, and not your device. ChatGPT-4o is the latest step towards inference on devices, as it's lightweight and quick - but it'll take some time until we'll see a smartphone that can handle the inference all by itself.
To sum it all up - AI Inference is the comprehension process - but for an AI Model. To learn the language of AI, we created this Academy Section, where you can learn both the basics of Prompt Engineering and the advanced stuff.
Looking ahead, the applications of AI are expected to grow. It's crucial for various sectors, including teaching, engineering, medical discoveries, and space exploration. All things considered, this means more opportunities for AI enthusiasts like you.
[1]: https://www.oracle.com/artificial-intelligence/ai-inference/
[2]: https://www.cloudflare.com/learning/ai/inference-vs-training/
If you aren't ready for an API yet, check out our free AI/ML AI Playground.
We're excited to see what amazing projects you will bring to life. Happy prompting!