Adarsh Singh Chauhan retweeted
We made this in the context of an article about using AI to analyse patterns in prime numbers.
The basic idea is that because AIs learn in reliable ways, you can use learnability as a way to measure order in given datasets.
Adarsh Singh Chauhan retweeted
The security of your messages and crypto wallets depends on prime numbers being truly random.
Our new research shows that AI can spot these faint patterns much more easily than a human and also quantify them in human-readable ways.
It does not break encryption, but it proves AI can tell which data is more predictable. That gives us a new way to test how strong digital security really is.
At KIP, we use the same idea to build AI that can show its work and turn proof of learning into real value.
It is a small example of a bigger idea. AI can find order in any dataset. From markets to biology, that is the first step toward treating knowledge itself as an asset.
Adarsh Singh Chauhan retweeted
we are opening our first office in india later this year! and i'm looking forward to visiting next month.
ai adoption in india has been amazing to watch--chatgpt users grew 4x in the past year--and we are excited to invest much more in india!
Adarsh Singh Chauhan retweeted
🌟 Builder Spotlight: MagicMinute by @Adarsh_Chauhan4
Email overload is universal.
Every inbox fills faster than we can clear it.
Adarsh built an agent that takes that weight off your shoulders.
📥 The pain
You open Gmail.
43 unread messages.
Half need a quick reply.
The rest can wait, but they’ll slip through the cracks if you don’t set reminders.
That’s where MagicMinute comes in.
🗣️ From intent to draft in seconds
No need to write long messages. Just say what you need.
“Email Sarah about the project delay. Mention the client pushed back the deadline and ask if she needs help with the presentation.”
MagicMinute turns that into a draft right away.
Then you say:
– “Send it”
– Or “Schedule at 9:45am”
🧠 Contextual smart replies
Toggle on a simple away message when you’re off.
Or let the agent read and reply for you.
You can switch static or smart replies in the sidebar.
Example:
Mail: “Can you share the prime number code in Python?”
Reply: “Here’s a short snippet that does it…”
The agent remembers your conversation context. It responds in the same tone as you would, but faster.
🗂️ Memory and follow-ups
Scheduling, follow-ups, and memory make this more than just a ChatGPT wrapper tapped into your Gmail.
MagicMinute remembers what's scheduled and what needs attention.
That’s the superior agent loop in practice:
Read → Decide → Act → Remember.
📌 Use cases
Students set reminders for assignments and track professor response times.
Assistants handle routine email while flagging anything that needs personal attention.
Founders can do more outreach while keeping their personal voice.
Anyone buried in email can use it.
🧭 What’s next
MagicMinute roadmap includes:
– Voice & SMS input
– Contact memory
– Digital signatures
– Metadata export as ERC-3525 profiles
– Multi-agent inbox delegation
Adarsh built this MVP in four weeks during the Summer Residency, using our open-source framework.
His demo had that mix of polish and curiosity we look for, so we offered him an internship on the spot.
Today he’s co-authoring a paper with us on the learnability of prime number sequences by ML models.
This is a great reminder: good agents don’t always need to be flashy.
They just need to solve problems people face every day.
Adarsh Singh Chauhan retweeted
It’s been weeks since the @Superior_Agents Summer Residency ended — and people are still talking about it.
That says a lot.
This wasn’t just another workshop with the usual “here’s the slide deck, go learn.”
@KIPprotocol threw the team into the real thing:
💥 real deadlines
💥 real AI
💥 real mentors, in real time
And most importantly — no BS.
@rohanrvc45 put it perfectly:
“The one-on-one mentorship on Telegram was incredibly helpful!”
Because when you hit a wall, it’s not a forum thread that saves you — it’s a real human, right there with you, pushing you forward.
@Adarsh_Chauhan4 said it best:
“Learning real AI and building with it — that unlocked a lot.”
That’s the difference between surface-level theory and transformational growth.
👉 Mentorship wasn’t a “feature” —
it was the engine that powered everything.
And the fact that people are still sharing their reflections now , that means this wasn’t just a program.
It was a turning point for builders who are serious about what they’re creating.
Adarsh Singh Chauhan retweeted
i built cursor for dating.
feat @eunifiedworld
(spent my life savings on this cinematic launch video bc i have no vc money to burn)
Adarsh Singh Chauhan retweeted
🛠 Theory is safe. Building is messy.
$KIP skipped the slide decks. They threw us into the fire. Framework + mentorship + deadline = real growth.
“Learning real AI and building with it—that unlocked a lot.” —@Adarsh_Chauhan4
Adarsh Singh Chauhan retweeted
🚨 Google is offering a 1-year FREE subscription to the Gemini AI Pro plan for all eligible students in India.
Adarsh Singh Chauhan retweeted
✨It's official! ✨Here are the winners of the Superior Agents Summer Residency program:
Tier One Winners: $250
@adisuyash
@juani_luc
@ChibuezeAugust8 and @davemcsavvy
@jashanps254
@Rohanrvc45
Tier Two Winners: $150
@suyash_matade
@Adarsh_Chauhan4
@Arowolokenny01
@FortecOfficial
Tier Three Winners: $50
@jamoran1356
@ChibuezeAugust8
@AnzaOriginal
@rookie_of_ph
@srikanth8605
@emmanuelcesc
@GregoriusDK1
@manjeet07961
@prithwish122
Judge's Special Commendation: $50
@AnzaOriginal
@GregoriusDK1
Congratulations everyone!
Adarsh Singh Chauhan retweeted
1/ MagicMinute by @Adarsh_Chauhan4 📧
An autonomous Gmail assistant that reads your emails, understands the context, and drafts replies.
→ Improves based on reply acceptance rates and how quickly it clears inboxes.
→ Tackles email overload and missed follow-ups for busy professionals.
→ For knowledge workers, founders, and executive assistants.
Adarsh Singh Chauhan retweeted
Big thanks to our participants @jashanps254, @juani_luc, @suyash_matade, @Mrunal57, @BlessingCS, @Adarsh_Chauhan4, and others from the @Superior_Agents community.
Follow them. Support them. Or better, build your own agent next.
Adarsh Singh Chauhan retweeted
🚨#BREAKING: Watch as SpaceX Starship 36 explodes during static fire test right before launch later this month
📌#Starbase | #Texas
Watch as a massive explosion erupts near Starbase City, Texas, during a critical moment in SpaceX’s preparations for Starship Flight 10. The incident took place at the Masseys test site, where engineers were conducting a routine static fire test of Starship 36. Just as the engines ignited, the vehicle suddenly exploded, sending a massive fireball into the sky that was visible for miles video by @NASASpaceflight
Adarsh Singh Chauhan retweeted
🎙️ Join @Superior_Agents today for a live 𝕏 Spaces on what it’s like to build your first autonomous AI agent from scratch.
🗓️ June 19th, 2PM UTC
🗣️ Guests: @jashanps254 @juani_luc @suyash_matade @Mrunal57 @BlessingCS @Adarsh_Chauhan4
Set a reminder 👇
xitter.cf/i/spaces/1ZkKzYAPQXqxv
Adarsh Singh Chauhan retweeted
2024 to 2025
openai: introducing 45 new models
anthropic: introducing a breakthrough coding model every month
google: introducing 14 crazy versions of gemini with 138413 different use cases
tim cook after adding background-filter: blur(10px) to buttons and tabs
Thrilled to be selected for the Superior Agents Summer Residency by @Superior_Agents!
Excited to explore the future of open-source AI agents with some of the sharpest minds in the community.
Let’s build, learn, and grow! 🚀
#AI #AIResidency #OpenSource #BuildInPublic
























