Prabhal Machahary retweetledi
Prabhal Machahary
40 posts

Prabhal Machahary
@prabhalmac
AI engineer | Building AI systems | Life sciences
Katılım Mart 2026
162 Takip Edilen3 Takipçiler

@leclercsletters This was absolute cinema. What a start, what an end🔥
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Got a pass for watching Formula 1 Miami. But I’m disappointed with the video quality and buffering. Please fix it @FanCode
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Prabhal Machahary retweetledi
Prabhal Machahary retweetledi

Never been a better time to be delusionally optimistic
Jesse Morse, M.D.@DrJesseMorse
If you can make it 5 more years, then I believe we will have the ability to live to 120-150 years old.
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Prabhal Machahary retweetledi

DeepSeek just dropped v4
DeepSeek@deepseek_ai
🚀 DeepSeek-V4 Preview is officially live & open-sourced! Welcome to the era of cost-effective 1M context length. 🔹 DeepSeek-V4-Pro: 1.6T total / 49B active params. Performance rivaling the world's top closed-source models. 🔹 DeepSeek-V4-Flash: 284B total / 13B active params. Your fast, efficient, and economical choice. Try it now at chat.deepseek.com via Expert Mode / Instant Mode. API is updated & available today! 📄 Tech Report: huggingface.co/deepseek-ai/De… 🤗 Open Weights: huggingface.co/collections/de… 1/n
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Prabhal Machahary retweetledi

Ray Kurzweil, Google Director of Engineering, on why 2032 could be the year humans stop getting older:
He calls it "longevity escape velocity," where breakthroughs add more years to your life than time takes away.
"By around 2032, people who are diligent with their health are going to reach what we call longevity escape velocity. This is when scientific breakthroughs will add more time to our remaining life expectancy than is going by. So we could be going backwards in time as far as our health is concerned."
In other words, aging stops being a one-way street.
The engine behind this shift isn't just better medicine. It's AI doing what humans never could, testing billions of possible treatments at once.
"We'll soon have the ability to rapidly test billions of possible molecular sequences to find cures ultimately for all diseases."
Centuries of medical research, compressed into years. That's the scale of change he's describing.
And this future doesn't replace humanity.
According to Kurzweil, it extends it.
"As we emerge with AI in this way, we will become a hybrid species. We will still be human but will be enhanced by AI."
But perhaps the most grounding part of his argument isn't scientific at all. It's personal.
"I want to live indefinitely because I want to see my loved ones and I want to continue working on my creative projects. I don't see a time when I would not feel that way."
At its core, his motivation is simple: he just wants to keep showing up for the people and work that matter most to him.
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Prabhal Machahary retweetledi

@elonmusk No single individual will ever be "in charge" of superintelligence.
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Prabhal Machahary retweetledi
Prabhal Machahary retweetledi

🚨 **BREAKING** Congressman Tim Burchett just dropped a BOMBSHELL : Aliens are REAL and there’s been HUMAN CONTACT! 👽🛸😱
He revealed a classified briefing where a source looked him dead in the eye and said, “Tim, they’re real.”
Burchett confirmed “A form of life that is not earthly”… plus “both” life AND machinery.
He described underwater crafts “Big as a football field moving at over 200 miles an hour.”
It’s pretty wild… but he’s not backing down.
Do you believe him? 👽 Are we alone… or have they been here all along? What would you do if full disclosure dropped tomorrow?
Sound off below....what’s your take?
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Prabhal Machahary retweetledi
Prabhal Machahary retweetledi
Prabhal Machahary retweetledi

That's us! 🌍
The Artemis II crew captured beautiful, high-resolution images of our home planet during their journey to the Moon. As @Astro_Christina put it: "You guys look great."

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Prabhal Machahary retweetledi
Prabhal Machahary retweetledi

For the first time in over 50 years, humans are Moonbound.
At 6:35 p.m. EDT (2235 UTC) NASA’s Space Launch System rocket and the Orion spacecraft lifted off from the agency’s Kennedy Space Center in Florida, sending four astronauts on a planned test flight around the Moon and back. go.nasa.gov/4tlRfRS

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Prabhal Machahary retweetledi
Prabhal Machahary retweetledi

Meet PandaClaw — Agentic AI for Biology
Insilico Medicine has launched PandaClaw, a powerful new capability within PandaOmics that enables biologists to run complex multi-omics analyses using simple natural language.
Instead of needing deep AI or bioinformatics expertise, researchers can now ask questions, generate hypotheses, discover targets, and produce figure-ready reports through autonomous AI agents.
With 140+ scientific skills and 1,000+ bioinformatics tools, PandaClaw turns biological data into actionable insights — faster than ever.
A major step toward AI-driven pharmaceutical superintelligence.
#AI #DrugDiscovery #Biotech #AgenticAI #Longevity #PharmaAI
Read the release: insilico.com/news/spjz8fzmb…

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Prabhal Machahary retweetledi
Prabhal Machahary retweetledi

2026 may be the year AI starts to truly reason about biology.
AlphaFold helped close the sequence → structure gap.
The next frontier is sequence → functions.
Today, together with @genophoria and the team at @arcinstitute , we’re releasing BioReason-Pro — the first multimodal reasoning model for protein function prediction.

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