Sujay Shukla

Exactly this is the process which can help 💯✨

AI cracks superbug problem in two days that took scientists years The lead researcher has told the BBC he was so astounded he assumed his computer had been hacked.

Source: www.bbc.com/news/article...

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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.

6/ The implications are massive:

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

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.

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.

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All without access to their unpublished work.

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.

🤯 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:🧵👇

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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.

6/ But wait, there's more:

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.

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.

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.

2/ What is hydrogel?

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"

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 🧵👇

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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.

6/ Current limitations:

• 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.

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.

3/ How it works:

The AI uses 3 parts:
• Image encoder (understands visual info)
• Brain encoder (reads brain signals)
• Image decoder (reconstructs what you typed)

Result: 80% accuracy in reading typed characters.

2/ The tech behind it:

They use two types of brain scanning:
• MEG (Magnetoencephalography)
• EEG (Electroencephalography)

Think: Super-sensitive brain activity readers that can detect the tiniest neural signals.

1/ Meta just announced two breakthroughs:

• Reading brain signals to reconstruct typed sentences
• Mapping how thoughts become words

No implants.
No surgery.
Just external sensors.

Science fiction is becoming reality.

🤯 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 🧵👇

7/ What's next:

- New guidance coming
- Public comment period
- Possible legal challenges
- Months of delays

The road to electrification just got longer.