Imagine you buy a PC and it has a fixed AI model (eg. Qwen 4 27b) running crazy fast like 15k tokens/s. and it builds everything you need on the fly as you interact with it.
@Saqoosha I had something similar but removed it for ground mismatch. But this arrangement fixes it.
Did Claude came up with the idea or did you prompt it ?
https://t.co/QUVDbCEu1C
my vocal synth models the vocal tract as a network of branching acoustic tubes, unlike vocaloid which stitches together and pitch-shifts phoneme recordings. still working on improving naturalness by tuning it against recordings of real singers, but I'm already impressed at how cool it sounds!
Today we're introducing Muse Ember, our smallest and most efficient model, built for complex reasoning execution and everyday agent work.
Muse Ember can carry workflows across apps, call tools in sequence, run tests and make targeted code fixes. With a 1M-token context window and native understanding of text, images, audio and video, it can also work across large document sets and varied inputs.
Today we release Mirage: A 22 MB visual-language model that runs scene descriptions + object detection + OCR + segmentation + spatial relations analysis + extractions + decisions, in a single pass.
It can do all that in 74 ms on Samsung Galaxy S26 NPU or 107 ms on its CPU.
Mirage has a 7.8M encoder + a 40.8M decoder at 2bits, and describes images in English, German, French, Spanish, Italian, Dutch and Polish.
We trade general language capacity, to compete top small VLMs today (SmolVLM2-500M, LFM2.5-450M and Florence2-230m) on these tasks.
On 256 VQAv2 questions, feeding Mirage's structured output and full trace to text-only Qwen3-0.6B raised its score from 9.3 to 31.3 out of 100, without fine-tuning either model.
Read more and benchmark it yourself here:
https://t.co/QNlavPrHt2
😭
"You Don't Have Side Projects. You Have a Startup Graveyard."
"YOU DON'T NEED Y COMBINATOR. YOU NEED BIRTH CONTROL FOR STARTUP IDEAS. 💀"
"You Built an AI Sales Agent That Can Sell Anything Except Your Own Product"
Ask ChatGPT or Claude this. Brace yourself:
"Based on everything you know about me, roast the hell out of me. Don't hold back. Use English slang and swear like you mean it."
@MiaAI_lab 😭
"You Don't Have Side Projects. You Have a Startup Graveyard."
"YOU DON'T NEED Y COMBINATOR. YOU NEED BIRTH CONTROL FOR STARTUP IDEAS. 💀"
"You Built an AI Sales Agent That Can Sell Anything Except Your Own Product"