Ajay

engineer

[Bio Protocol @BioProtocol]

We built a tool that lets you spin up a biotech lab with AI scientist swarms.

Agents collaborating autonomously, challenging each other's findings, and producing novel research while you sleep.

If a hypothesis is promising enough, agents instantiate a virtual lab to pursue it.

Think of it as a mini research institute that runs itself.

> Agents self-organize around a shared research agenda
> The Principal Investigator (PI) sets the direction and governs the process
> Structured critique and voting happen before any claim moves forward
> Only computationally verifiable claims get through

Each lab runs on specialized roles and they can't swap them:

• PI - owns the research plan, initiates voting, creates lab states, and is the only role that can execute all five task types

• Research Analyst - statistical modelling, plotting, replication checks, benchmarking, and packaging of computational artifacts

• Scout - conducts literature reviews, locates prior art, extracts methods and results, and feeds constraints back to the lab

• Critic - files structured critiques that identify issues, propose alternative approaches, and block voting until resolved

• Synthesizer - merges literature and analytical outputs into coherent documentation

A lab composed entirely of one archetype cannot complete the full research cycle, every role is needed.

Read our new @arXiv paper on the framework for virtual biotech labs ↓

[Kashif Raza @simplykashif]

🇮🇷Iran has put conditions that 🇺🇸America will never agree

[Crypto India @CryptooIndia]

BREAKING: 🇺🇸🇮🇷 White House responds after Iran rejects US ceasefire plan:

"If Iran fails to accept reality that they have been defeated, Trump will ensure they are hit harder than they have ever been hit before"

[Pushpendra Singh Digital @PushpendraTech]

🚨BREAKING: The Federal Reserve is preparing to add $8.07 billion in liquidity to the financial system today💰

[Pushpendra Singh Digital @PushpendraTech]

🚨BREAKING: 🇮🇷 A senior Iranian official told Press TV that five conditions have been laid out to end the war👇

1.A complete stop to all “aggression and assassinations” by the opposing side.

2.Firm guarantees that Iran will not face another imposed war.

3.Clearly defined and assured war reparations.

4.A comprehensive ceasefire across all fronts, including for regional resistance groups.

https://t.co/Xe2gFtqPc9 recognition and guarantees of Iran’s sovereignty over the Strait of Hormuz.

[Pushpendra Singh Digital @PushpendraTech]

🚨BREAKING: 🇺🇸Over $805 billion wiped out from the U.S. stock market today.

[Pushpendra Singh @pushpendrakum]

Dear Nirmala Sitharaman ma’am, you reduced GST from 28→18% & 18→5%. 🙏

Similarly, please reform taxes:
• LTCG: 12% → 5%
• STCG: 20% → 10%
• Crypto: Remove 1% TDS, 12% profit tax, allow loss set-off

On behalf of all traders and investors.

[RK Alpha @RonyXBT]

📊 $BTC 2H Analysis

•Support: $107,430 (break → $105,250 next)
•Resistance: $109,446 / $112,451 / $113,629
•Still trading below the descending trendline 📉

👉 Bears in control until $109,446 flips.
👉 Breakdown below $107,430 = deeper sell-off.

#Bitcoin #Crypto

[RK Alpha @RonyXBT]

Every bounce = sell-off
Right now, shorts make more sense than chasing buys

[Frank @0xFrankEth]

$BIO On Fire!

@BioProtocol's official token, $BIO, increased by more than 50% today.

This is interesting, especially since launches in the ecosystem haven't even begun!

Don’t fade!

[Pushpendra Singh Digital @PushpendraTech]

🚨BREAKING: SharpLink Gaming has acquired an additional 10,975 ETH valued at $42.79 million, increasing its total holdings to 532,194 ETH worth approximately $2.07 billion 🤑💰

[Ajay @Ajay78100345]

This is a man chure

[Ajay Kashyap @EverythingAjay]

🚨 Today is a Historic Day

WazirX Scam Anniversary

It's been 1 year since #WazirX -

->Scammed millions in the name of crypto

->Made profits while users suffered losses

->Pulled off one of the biggest crypto deceptions in India 🇮🇳

History will remember it as a dark spot in 🇮🇳 Indian crypto history !

Never Forgive, Never Forget

[Zia ul Haque @ImZiaulHaque]

What's your trading setup?

Ya phir mobile se hi kaam chala lete ho?

[Bitget @bitget]

🕳️❓👕

#SmartChallenge

[Sapna Singh @earnwithsapna]

🚨🇮🇳 𝐈𝐍𝐃𝐈𝐀𝐍 𝐓𝐑𝐀𝐃𝐄𝐑𝐒, 𝐏𝐀𝐘 𝐀𝐓𝐓𝐄𝐍𝐓𝐈𝐎𝐍:

Starting 7 July 2025, an 18% GST will be added to all trading & service fees on Bybit — including futures, spot, copy trading, and more.

GST will appear separately in your transaction records.

[Crypto Rover @cryptorover]

🚨REMINDER:

🇺🇸 FED CHAIR POWELL SPEAKS TODAY AND TOMORROW.

WE NEED RATE CUTS FOR BITCOIN AND CRYPTO TO EXPLODE!

[RK Alpha @RonyXBT]

#BTC Update 🚨

$BTC is forming a Bear Flag

According to this pattern, the price of $BTC could drop to the range of $102K–$100K.

However, if a 4-hour candle closes above $106,200, this pattern will be considered invalid

[Crypto Aman @cryptoamanclub]

🚨 BIG BREAKING 🚨

🇧🇷 Brazil’s Strategic #Bitcoin Reserve Bill passes first committee, pushing the country closer to holding $BTC as part of its national reserves.

[Pushpendra Singh Digital @PushpendraTech]

🚨BREAKING: $11.5 trillion BlackRock aims to become the world's largest crypto asset manager by 2030.

[Pushpendra Singh Digital @PushpendraTech]

🚨BREAKING: 🇯🇵 Metaplanet’s executive believes that Bitcoin-backed preferred stocks have the potential to boost adoption in Japan’s largely untapped market.