Sujay Shukla
@sujayxaradhya.bsky.social
Tech Entrepreneur & Engineer | Demystifying Tech, AI & Futurism | Busy building tomorrow's innovations, today ⚡️
Exactly this is the process which can help 💯✨
March 9, 2025 at 1:49 PM
Exactly this is the process which can help 💯✨
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🤯 Hard pill to swallow:
A problem that took scientists 10 YEARS to solve...
Google's AI cracked it in 48 hours.
And that's not even the craziest part.
Here's the mind-blowing story:🧵👇
A problem that took scientists 10 YEARS to solve...
Google's AI cracked it in 48 hours.
And that's not even the craziest part.
Here's the mind-blowing story:🧵👇
February 20, 2025 at 7:32 PM
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7/ The scientists' verdict:
"This will change science, definitely."
It's not about replacing researchers.
It's about giving them a "Champions League" teammate.
The future of discovery is human + AI collaboration.
"This will change science, definitely."
It's not about replacing researchers.
It's about giving them a "Champions League" teammate.
The future of discovery is human + AI collaboration.
February 20, 2025 at 7:27 PM
7/ The scientists' verdict:
"This will change science, definitely."
It's not about replacing researchers.
It's about giving them a "Champions League" teammate.
The future of discovery is human + AI collaboration.
"This will change science, definitely."
It's not about replacing researchers.
It's about giving them a "Champions League" teammate.
The future of discovery is human + AI collaboration.
6/ The implications are massive:
This could revolutionize:
• Drug development
• Disease research
• Scientific discovery
• Medical breakthroughs
Years of work → Days of computation
This could revolutionize:
• Drug development
• Disease research
• Scientific discovery
• Medical breakthroughs
Years of work → Days of computation
February 20, 2025 at 7:27 PM
6/ The implications are massive:
This could revolutionize:
• Drug development
• Disease research
• Scientific discovery
• Medical breakthroughs
Years of work → Days of computation
This could revolutionize:
• Drug development
• Disease research
• Scientific discovery
• Medical breakthroughs
Years of work → Days of computation
5/ But here's the wild part:
The AI didn't just match their work.
It suggested 4 MORE possibilities.
One was so novel, the scientists are:
• Now investigating it
• Finding new insights
• Opening new research paths
• Expanding their understanding
The AI didn't just match their work.
It suggested 4 MORE possibilities.
One was so novel, the scientists are:
• Now investigating it
• Finding new insights
• Opening new research paths
• Expanding their understanding
February 20, 2025 at 7:27 PM
5/ But here's the wild part:
The AI didn't just match their work.
It suggested 4 MORE possibilities.
One was so novel, the scientists are:
• Now investigating it
• Finding new insights
• Opening new research paths
• Expanding their understanding
The AI didn't just match their work.
It suggested 4 MORE possibilities.
One was so novel, the scientists are:
• Now investigating it
• Finding new insights
• Opening new research paths
• Expanding their understanding
4/ The breakthrough:
The AI discovered that superbugs:
• Can form viral "tails"
• Use them like "keys"
• Jump between species
• Spread resistance
Exactly matching their secret research.
The AI discovered that superbugs:
• Can form viral "tails"
• Use them like "keys"
• Jump between species
• Spread resistance
Exactly matching their secret research.
February 20, 2025 at 7:27 PM
4/ The breakthrough:
The AI discovered that superbugs:
• Can form viral "tails"
• Use them like "keys"
• Jump between species
• Spread resistance
Exactly matching their secret research.
The AI discovered that superbugs:
• Can form viral "tails"
• Use them like "keys"
• Jump between species
• Spread resistance
Exactly matching their secret research.
3/ The scientist's reaction?
So shocked, he:
• Stopped shopping
• Needed an hour to process
• Emailed Google asking if they hacked his computer
• Couldn't believe the results
They hadn't. AI figured it out alone.
So shocked, he:
• Stopped shopping
• Needed an hour to process
• Emailed Google asking if they hacked his computer
• Couldn't believe the results
They hadn't. AI figured it out alone.
February 20, 2025 at 7:27 PM
3/ The scientist's reaction?
So shocked, he:
• Stopped shopping
• Needed an hour to process
• Emailed Google asking if they hacked his computer
• Couldn't believe the results
They hadn't. AI figured it out alone.
So shocked, he:
• Stopped shopping
• Needed an hour to process
• Emailed Google asking if they hacked his computer
• Couldn't believe the results
They hadn't. AI figured it out alone.
2/ Enter Google's "co-scientist" AI:
The researcher gave it a simple prompt.
48 hours later, it returned:
• The exact same conclusion
• 4 additional hypotheses
• 1 completely new insight
All without access to their unpublished work.
The researcher gave it a simple prompt.
48 hours later, it returned:
• The exact same conclusion
• 4 additional hypotheses
• 1 completely new insight
All without access to their unpublished work.
February 20, 2025 at 7:27 PM
2/ Enter Google's "co-scientist" AI:
The researcher gave it a simple prompt.
48 hours later, it returned:
• The exact same conclusion
• 4 additional hypotheses
• 1 completely new insight
All without access to their unpublished work.
The researcher gave it a simple prompt.
48 hours later, it returned:
• The exact same conclusion
• 4 additional hypotheses
• 1 completely new insight
All without access to their unpublished work.
1/ The challenge:
Scientists at Imperial College London were studying:
• How superbugs spread
• Why antibiotics fail
• How bacteria evolve
• What makes them resistant
A decade of research.
Scientists at Imperial College London were studying:
• How superbugs spread
• Why antibiotics fail
• How bacteria evolve
• What makes them resistant
A decade of research.
February 20, 2025 at 7:27 PM
1/ The challenge:
Scientists at Imperial College London were studying:
• How superbugs spread
• Why antibiotics fail
• How bacteria evolve
• What makes them resistant
A decade of research.
Scientists at Imperial College London were studying:
• How superbugs spread
• Why antibiotics fail
• How bacteria evolve
• What makes them resistant
A decade of research.
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Hard pill to swallow:
The future of space travel might depend on...
baby diaper technology.
Scientists just proved it could save astronaut lives.
Here's the breakthrough 🧵👇
The future of space travel might depend on...
baby diaper technology.
Scientists just proved it could save astronaut lives.
Here's the breakthrough 🧵👇
February 18, 2025 at 10:38 PM
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7/ Why this matters NOW:
As we plan for:
• Mars missions
• Moon bases
• Deep space travel
• Long-term settlements
We need better radiation protection.
And it might've been in toys all along.
As we plan for:
• Mars missions
• Moon bases
• Deep space travel
• Long-term settlements
We need better radiation protection.
And it might've been in toys all along.
February 18, 2025 at 10:36 PM
7/ Why this matters NOW:
As we plan for:
• Mars missions
• Moon bases
• Deep space travel
• Long-term settlements
We need better radiation protection.
And it might've been in toys all along.
As we plan for:
• Mars missions
• Moon bases
• Deep space travel
• Long-term settlements
We need better radiation protection.
And it might've been in toys all along.
6/ But wait, there's more:
The ESA sees other uses:
• Spacecraft shielding
• Water storage
• Life support systems
• Emergency supplies
One material, endless possibilities.
The ESA sees other uses:
• Spacecraft shielding
• Water storage
• Life support systems
• Emergency supplies
One material, endless possibilities.
February 18, 2025 at 10:36 PM
6/ But wait, there's more:
The ESA sees other uses:
• Spacecraft shielding
• Water storage
• Life support systems
• Emergency supplies
One material, endless possibilities.
The ESA sees other uses:
• Spacecraft shielding
• Water storage
• Life support systems
• Emergency supplies
One material, endless possibilities.
5/ How they're testing it:
Scientists at Ghent University are:
• 3D printing shields
• Testing radiation blocking
• Scaling production
• Optimizing shapes
• Preparing for space
And it's working.
Scientists at Ghent University are:
• 3D printing shields
• Testing radiation blocking
• Scaling production
• Optimizing shapes
• Preparing for space
And it's working.
February 18, 2025 at 10:36 PM
5/ How they're testing it:
Scientists at Ghent University are:
• 3D printing shields
• Testing radiation blocking
• Scaling production
• Optimizing shapes
• Preparing for space
And it's working.
Scientists at Ghent University are:
• 3D printing shields
• Testing radiation blocking
• Scaling production
• Optimizing shapes
• Preparing for space
And it's working.
4/ The science is fascinating:
While water blocks radiation well, it's risky in space:
• Can leak
• Damages electronics
• Hard to contain
• Freezes easily
Hydrogel solves ALL these problems.
While water blocks radiation well, it's risky in space:
• Can leak
• Damages electronics
• Hard to contain
• Freezes easily
Hydrogel solves ALL these problems.
February 18, 2025 at 10:36 PM
4/ The science is fascinating:
While water blocks radiation well, it's risky in space:
• Can leak
• Damages electronics
• Hard to contain
• Freezes easily
Hydrogel solves ALL these problems.
While water blocks radiation well, it's risky in space:
• Can leak
• Damages electronics
• Hard to contain
• Freezes easily
Hydrogel solves ALL these problems.
3/ Here's what makes it special:
- Superabsorbent
- Can be 3D printed
- Holds water without leaking
- Shapes into any form
- Distributes protection evenly
Nature's perfect shield... in polymer form.
- Superabsorbent
- Can be 3D printed
- Holds water without leaking
- Shapes into any form
- Distributes protection evenly
Nature's perfect shield... in polymer form.
February 18, 2025 at 10:36 PM
3/ Here's what makes it special:
- Superabsorbent
- Can be 3D printed
- Holds water without leaking
- Shapes into any form
- Distributes protection evenly
Nature's perfect shield... in polymer form.
- Superabsorbent
- Can be 3D printed
- Holds water without leaking
- Shapes into any form
- Distributes protection evenly
Nature's perfect shield... in polymer form.
2/ What is hydrogel?
It's in:
• Your contact lenses
• Baby diapers
• Sanitary products
• Those expanding toys
Now it might save astronaut lives.
It's in:
• Your contact lenses
• Baby diapers
• Sanitary products
• Those expanding toys
Now it might save astronaut lives.
February 18, 2025 at 10:36 PM
2/ What is hydrogel?
It's in:
• Your contact lenses
• Baby diapers
• Sanitary products
• Those expanding toys
Now it might save astronaut lives.
It's in:
• Your contact lenses
• Baby diapers
• Sanitary products
• Those expanding toys
Now it might save astronaut lives.
1/ First, the problem:
One day in space = 1 YEAR of Earth radiation
Astronauts need protection, but traditional shields are:
• Too heavy
• Expensive
• Impractical
• Inefficient
Solution: "Hydrogel"
One day in space = 1 YEAR of Earth radiation
Astronauts need protection, but traditional shields are:
• Too heavy
• Expensive
• Impractical
• Inefficient
Solution: "Hydrogel"
February 18, 2025 at 10:36 PM
1/ First, the problem:
One day in space = 1 YEAR of Earth radiation
Astronauts need protection, but traditional shields are:
• Too heavy
• Expensive
• Impractical
• Inefficient
Solution: "Hydrogel"
One day in space = 1 YEAR of Earth radiation
Astronauts need protection, but traditional shields are:
• Too heavy
• Expensive
• Impractical
• Inefficient
Solution: "Hydrogel"
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🤯 I just read something that sounds like sci-fi...
Meta's AI can now read your brain and decode what you're typing.
With 80% accuracy.
Without surgery.
Here's how they did it 🧵👇
Meta's AI can now read your brain and decode what you're typing.
With 80% accuracy.
Without surgery.
Here's how they did it 🧵👇
February 12, 2025 at 6:03 PM
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7/ Why this matters NOW:
We're witnessing the first steps toward:
• Direct brain communication
• Thought-to-text technology
• New medical treatments
• Enhanced human-AI interaction
The future of human-computer interaction is being written.
We're witnessing the first steps toward:
• Direct brain communication
• Thought-to-text technology
• New medical treatments
• Enhanced human-AI interaction
The future of human-computer interaction is being written.
February 12, 2025 at 6:03 PM
7/ Why this matters NOW:
We're witnessing the first steps toward:
• Direct brain communication
• Thought-to-text technology
• New medical treatments
• Enhanced human-AI interaction
The future of human-computer interaction is being written.
We're witnessing the first steps toward:
• Direct brain communication
• Thought-to-text technology
• New medical treatments
• Enhanced human-AI interaction
The future of human-computer interaction is being written.
6/ Current limitations:
• Expensive equipment
• Need magnetic shielding
• Must stay still
• Not perfect accuracy
• Lab conditions only
But remember: all tech starts this way.
• Expensive equipment
• Need magnetic shielding
• Must stay still
• Not perfect accuracy
• Lab conditions only
But remember: all tech starts this way.
February 12, 2025 at 6:03 PM
6/ Current limitations:
• Expensive equipment
• Need magnetic shielding
• Must stay still
• Not perfect accuracy
• Lab conditions only
But remember: all tech starts this way.
• Expensive equipment
• Need magnetic shielding
• Must stay still
• Not perfect accuracy
• Lab conditions only
But remember: all tech starts this way.
5/ The implications are massive:
This could help:
• Paralyzed patients communicate
• Unlock human thought processes
• Advance brain-computer interfaces
• Transform medical treatment
But there are challenges.
This could help:
• Paralyzed patients communicate
• Unlock human thought processes
• Advance brain-computer interfaces
• Transform medical treatment
But there are challenges.
February 12, 2025 at 6:03 PM
5/ The implications are massive:
This could help:
• Paralyzed patients communicate
• Unlock human thought processes
• Advance brain-computer interfaces
• Transform medical treatment
But there are challenges.
This could help:
• Paralyzed patients communicate
• Unlock human thought processes
• Advance brain-computer interfaces
• Transform medical treatment
But there are challenges.
4/ Here's the wild part:
They discovered how thoughts become words:
Thought → Meaning → Words → Syllables → Letters → Finger movements
They can see this entire process in real-time.
They discovered how thoughts become words:
Thought → Meaning → Words → Syllables → Letters → Finger movements
They can see this entire process in real-time.
February 12, 2025 at 6:03 PM
4/ Here's the wild part:
They discovered how thoughts become words:
Thought → Meaning → Words → Syllables → Letters → Finger movements
They can see this entire process in real-time.
They discovered how thoughts become words:
Thought → Meaning → Words → Syllables → Letters → Finger movements
They can see this entire process in real-time.