I have been asked, why do we at Decompute AI care about better and efficient fine-tuning if one can do RAG? As a mathematician, precision and logical depth are non-negotiable for me. So, I tested Decompute AI's BlackBird with Calculus Without Derivatives, a graduate-level book.

The cloud isn’t the future of AI. BlackBird 1.0 is here — build smart, autonomous agents that run entirely on your device. Download now: decompute.run No cloud. No streaming. Just private, local intelligence. AI that’s fast, sovereign, and truly yours. Welcome to the

On-device. Private. Fast - With Decompute AI I will be representing Decompute AI at the AI User Conference on April 17 in SF, alongside wonderful fellow panelists: - David Kanter, Founder of MLCommons - Aishwarya Srinivasan, AI at Fireworks AI - Subha Tatavarti, Advisor and

🚀Over 2x faster inference and significantly lower memory usage with Aurora — Decompute’s optimized Softmax replacement. It is also backward compatible with most pre-trained models. Space and compute time aren't just metrics on resource-constrained devices — they're

I wanted to share some metrics about Decompute and our mission with sustainability. Decompute’s sustainability edge lies in its radically minimized resource footprint for fine-tuning and inference, which when scaled, translates into massive savings across energy, carbon

Breathe New Energy Into AI Decompute AI is reimagining the cost of intelligence. LaserTune and Aurora cut energy use by up to 80%, saving over 600,000 kWh/month—all while running on your device. No datacenter. No compromise. Just pure performance. Sustainable. Local. Private.

Stunning, high-res images. Zero cloud. BlackBird by Decompute runs entirely on-device—yes, on your MacBook (16 gb RAM) Offline. Private. Fast. AI image generation just got personal: decompute.run/macosform #OnDeviceAI #BlackBird #Decompute #EdgeAI

Two nice results by my colleagues within the last week: An Inversion Theorem for BLT (arxiv.org/abs/2504.21413) and on the Space Complexity of Online Convolution (arxiv.org/abs/2505.00181).

A 22-year-old died because he could not afford asthma medication! One can get that for 500 INR (almost 90 times less) in India, not 500+ USD as in the US. nbcnews.com/health/health-…

Even the deer use pedestrain crossing to cross the road at IIT Madras :)

I am not sure why Overleaf needs to track my IP address. For a privacy researcher, this seems like an over-reach.

U.S.R. Murthy and now Ray Laflamme! University of Waterloo lost two great pioneers of their fields in one summer :(

Beyond my ICML Conference presentations, I'm also open to discussing career opportunities. As I'm completing my PhD this year, I'm actively exploring postdoc and research scientist positions. If you're attending ICML and are hiring or know of relevant openings, I'd love to chat!

Just learned that Arsene Wenger could not sign Ronaldinho in 2001 for Arsenal because of the UK VISA rules for non-EU citizens. 4 years later, he led Barca to defeat Arsenal in the UCL finals.

vibe code safely with Emergent!

Making sure that no rabbits, no bunny, no birds can go unnoticed under their watchful eyes. Just another #Caturday!