
@devanik2005i
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AI Systems Engineer & Research Scientist | Samsung Fellow @IISc | ECE @NITAgartala. Scaling cognitive architectures & Cyber-Physical Biological Engineering.
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Joined January 2024
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Harmonic Resonance Forest
Introducing Harmonic Resonance Forest — a physics-informed ML algorithm that treats classification as wave interference.
The result? 99.67% accuracy on ECG signals where RF collapsed to 83% under phase jitter.
@GoogleDeepMind
GPT-Rosalind surfaced a new lead for drug discovery: could restoring cholesterol transport protect neurons from degeneration?
DCTN1 is a gene linked to Perry syndrome, a rare neurodegenerative disorder. In mouse-brain data, disrupting it increased expression of genes involved in making cholesterol. GPT-Rosalind suggested a possible explanation: cholesterol may not be reaching where neurons need it.
That gives scientists a specific mechanism to test and, if confirmed, a direction for developing new treatments for neurodegenerative disorders.
With @perturbai_tx and @scrippsresearch, a team of thousands of GPT-Rosalind agents worked in parallel, connecting gene-expression results from millions of mouse brain cells with scientific literature in just 32 minutes. We’re now expanding this collaboration to identify new drug targets.
openai.com/index/scaling-ai-…
Devanik Debnath retweeted
towards acceleration of drug development, an extremely exciting and promising emerging application of our models
We’ve acquired Orchestra Bio, a platform that helps biopharma teams coordinate the complex process of drug development.
Together, we’ll build on Rosalind, our AI models and tools for life sciences research, to streamline those operations and help new treatments reach patients sooner.
Welcome @ashokaraj_ and team!
openai.com/index/openai-to-a…
Devanik Debnath retweeted
Introducing Omnii-1, our most powerful genome language model, and a major step toward general biological intelligence
In a world first, Omnii-1 designed the first AI-generated bacteriophages to be administered to a human patient with an antibiotic-resistant infection under compassionate use
I just published What If Alien Life Could Be Hiding Inside an Ordinary Material? medium.com/@devanik2005/what…
GPT-Rosalind is built to support that work: helping researchers reason across scientific literature and biological data, with scientists bringing the expertise and judgment to evaluate the evidence.
Eligible labs can receive up to 12 months of sponsored access to OpenAI tools, with GPT-Rosalind access subject to trusted-access approval.
Research data shared through the Rosalind Academic Plan is not used to train our models by default.
Devanik Debnath retweeted
Published in Science today: Magic state cultivation works in practice on our Willow processor. We achieved a 40x error reduction, compared to without cultivation, and 99.99% fidelity. Learn how this addresses a critical resource bottleneck: goo.gle/4yr8V0H
Devanik Debnath retweeted
Need 1000 likes 🙏
Replying to @davidasinclair
@davidasinclair launched @JoinLifespan magazine - the media empire covering longevity biotechnology. Open Access but you can also join as founder. When I get 1K likes under this post - I will join as founder - like, share, subscribe!
Devanik Debnath retweeted
Gemini 4 Argon is already unlocking new scientific breakthroughs in quantum computing, nuclear fusion, protein design and beyond. 🧵
Devanik Debnath retweeted
let's make a collection of all the tweets that changed the world
I'll go first👇
Devanik Debnath retweeted
Working on it
lifespan.com/blogs/magazine/…
Devanik Debnath retweeted
Great results from an exceptional model.
A great example of the positive impact of AI. This is why we at @GoogleDeepMind make advancing science a core focus!
Google Deepmind (FNV3) CRUSHED the forecast for #Isaias up to 11 days in advance. It picked up some appreciable signal on September 23, locked in on the exact landfall location4 days before it happened, and nailed the peak intensity consistently 3 days before it happened. A new age of forecasting is upon us.
First video: Track density using 1000 member ensemble
Second Video: Individual tracks and mean using 50 member ensemble
Devanik Debnath retweeted
Accelerating the development of tools to accelerate biological research has been a key focus of our teams @Google. In the almost ten years I have been at @GoogleDeepMind, our team’s research has resulted in a number of models and agents, from AlphaFold to AlphaGenome to Co-Scientist.
And there's exciting progress in clinical AI evidence-building too: @Google’s first-ever paper in the Lancet was published last week, in collaboration with Beth Israel Deaconess Medical Center. In a prospective clinical feasibility study, our conversational medical AI system, AMIE, safely gathered patient history prior to primary care visits. There were zero safety stops required by overseeing physicians, and AMIE's differential diagnosis matched the final clinical diagnosis in 90% of cases within its top 7 possibilities .
@ymatias and I have written how the tools developed by teams across Google are helping researchers better understand complex biology and real-world disease understanding.
Understanding Diseases blog:
blog.google/innovation-and-a…
AMIE blog: blog.google/innovation-and-a…
I just published Can the Timing of Mitochondrial Quality Control Matter More Than Its Intensity? medium.com/@devanik2005/can-…
Functorial Epigenetic Realignment: Can Aging Be Treated as a Geometric Control Problem? devanik1.substack.com/p/func…
I just published Functorial Epigenetic Realignment: Can Aging Be Treated as a Geometric Control Problem? medium.com/@devanik2005/func…


















