Cactus packs Needle 3 automation models into 8–29 MB
AI is moving into smaller accommodations. Cactus says Needle 3 packages specialized automation models into an 8–29 MB binary for devices ranging from phones to embedded hardware.
The actual story.
The system targets tool calls, structured extraction, and local search rather than open-ended conversation. Developers can choose different model depths for their hardware and task. Cactus reports competitive results on selected benchmarks, including tuned models compared with DeepSeek V4 Flash. Those are vendor evaluations, not proof that a tiny model replaces a general-purpose assistant. The practical idea is narrower and useful: some commands can be interpreted on the device instead of taking a trip to a remote server.
The interesting question is how little AI a task actually needs. A light switch does not need to write a novel.
Receipts, not rumors.
Read the original reporting: Cactus ↗
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