Turn your domain expertise into AI agents that keep learning. Hevolve AI lets experts build multimodal AI systems by talking to them and correcting them in real time, with no code to write.
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Free · Local-first · Runs on your machine, no cloud required.
The learning engine inside HARTOS writes what it learns into its weights, on your machine, and still knows it tomorrow. Measured against fine-tuning and replay, with the numbers.
How Hevolve agents reason across time, refining their answers from cumulative experience rather than the snapshot of a frozen model.
Why Hevolve runs the entire chat / vision / voice loop on your machine, what we send to the cloud (almost nothing), and how the federated layer respects your data.
Speculative decoding + tiny draft model + quantized main model = local AI that's actually responsive on the laptop you already own. Here is exactly how the pipeline fits.