Amit Vyas
423 posts


Tonight, we reached an agreement with the Department of War to deploy our models in their classified network.
In all of our interactions, the DoW displayed a deep respect for safety and a desire to partner to achieve the best possible outcome.
AI safety and wide distribution of benefits are the core of our mission. Two of our most important safety principles are prohibitions on domestic mass surveillance and human responsibility for the use of force, including for autonomous weapon systems. The DoW agrees with these principles, reflects them in law and policy, and we put them into our agreement.
We also will build technical safeguards to ensure our models behave as they should, which the DoW also wanted. We will deploy FDEs to help with our models and to ensure their safety, we will deploy on cloud networks only.
We are asking the DoW to offer these same terms to all AI companies, which in our opinion we think everyone should be willing to accept. We have expressed our strong desire to see things de-escalate away from legal and governmental actions and towards reasonable agreements.
We remain committed to serve all of humanity as best we can. The world is a complicated, messy, and sometimes dangerous place.
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@WeekendInvestng What’s fascinating is how much India has already got right healthcare costs, digital infrastructure, market stability, data access, mobility, opportunity. If we can now solve air, cleanliness, and roads, the India story becomes unbeatable. Staying here would just be a no-brainer.
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A friend visited me from New York today. He had come to India after 8 yrs.
He was all praise for the amazing energy in the country and how rapidly he felt India is growing.
An outsiders perspective can be so different from our own.
He was shocked to see our cost of medical care, transportation, internet and mobile costs.
Said pays $600 for mobile and data at his house
Pays $30k for health insurance for 4!! Per annum
Pays 2 pct as property taxes per year..!!
Yes air is cleaner there but there are many more good things happening here.
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Is Fear your default heuristic? It was mine & I only realised it during one evening in San Francisco.
I met a new friend in SF & over dinner we spoke about life, work, people, all of it.
Earlier that night, I found myself walking behind him through a dim alley because he wanted to show me graffiti. My mind kept whispering, this is not a good idea. Run. Run. Run. My face (like all of us), had the pre-trained calm of the sea. So I kept walking and appreciating an art I didn't understand.
Later, over dinner, he said something very casually that made me think deep
He said, I don’t do fear.
He meant it literally.
No negotiating with it.
No managing it.
He simply does not allow that emotion any space.
I have heard people say similar things before and I never believed them. But for some reason, when he said it, I felt he meant it.
It hit me because I suddenly became aware of how much of my life had been shaped by fear without me noticing. Fear was not an emotion, It was a heuristic for decision making
Growing up, fear is the first thing we are trained in.
Don’t go there.
Don’t talk to strangers.
Don’t take risks.
Don’t intentionally make mistakes.
Don’t be a hurdle to anyone.
Don’t & Don't
& most times, this voice of fear is not a voice we know exist, it exists silently, influencing our decisions subtly & I just became aware of its existence that second.
Then he encouraged me to take a subway back to my stay.
My first time taking public transport in SF.
Late evening.
New Country.
The mind said again - run, run, run
Alert the whole ride.
Uncomfortable but present.
But When I reached home, I felt something shift.
Some of it was relief,
Some of it was pride.
Fear had not protected me that night.
Awareness had.
Maybe this trip marked the start of a new heuristic for me.
Whether I succeed in this shift or not - this meeting was one of the most amazing one I have ever had & thank you for that Tristan Lombard - You are one in a billion (maybe more).
#Conditioning #SanFrancisco #Fear #Heuristic

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I found Moolya in the strangest way possible.
I have spoken about this often.
I was not supposed to be in Bangalore that day.
I was not supposed to be outside Moolya office that day.
But somehow I found myself standing among more than a thousand candidates on one fateful morning.
More than the job, I remember the chaos, the energy, the movement of that day.
I woke up late. Took a long bus ride. Reached the location to find an ocean of people. Ate a samosa and a mango drink from the shop next door.
Then got swept into the current of the crowd.
Swirled around the person collecting resumes on the road.
Swirled up the stairs for the written test.
Swirled around my answer sheet, where answers came in auto mode.
And somehow, I got called for the next rounds.
And somehow, I got hired.
I still remember my auto ride back to my friends,
right after they told me, “Welcome aboard.”
It felt unreal.
The joy of your first job.
The warmth of being trusted.
The feeling of an identity.
Looking back now, all of it seems destiny driven.
Not just the start.
Every step along the way.
Fifteen years of Moolya.
Ten years of me in Moolya.
Still grateful for that one strange, accidental day that set everything in motion.
#Moolya #WhatMoolyaMeansToMe #Journey

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nano banana pro + n8n = 500+ production-ready ads per week
most brands test 5-10 ad concepts per week and pray one hits
meanwhile brands like @ridgewallet are testing 200+ daily, feeding the algo more data, and winning.
this automation closes that gap
here's how it works:
- watches your competitors' facebook ads (@adrian_horning_) and scores them by performance (days running × variations = money printers)
- feeds winners to @GeminiApp to decode the psychology (emotional hooks, visual strategy, social proof angles)
- rebuilds that psychology for your brand with @NanoBanana
- generates variations with your exact colors, fonts, and voice
delivers 200+ options for your team to curate
your creative team stops producing from scratch. they curate and elevate the best
perfect for dtc brands, agencies, and growth teams who need creative volume without sacrificing quality
want the complete 3-part automation with workflow files?
comment ADS + like this post (must be following so i can dm you)
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I have an amazing role open in my team.
This role is heavy on Ops and needs someone who can work across people, process, and outcomes.
Someone who can build strong relationships with customers and internal teams.
Someone who listens well, asks the right questions, and understands how to solve problems the right way.
The right person could be someone with a sales, accounts, entrepreneurship background or someone who simply loves going deep into work and owning outcomes end to end.
If you want to build a stronger client relationship and sharper problem solving muscle, this could be a great fit.
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The old world let us launch software with a kind of mystical backend.
that mystique decided the price. One product could cost ten times another simply because people could not see what was inside.
But when the backend of almost every software becomes the same foundational AI stack, the mystery fades.
People understand the cost of the common backend now.
So when they evaluate an AI platform, the inner dialogue is - If a model costs y, why should I pay y++?
Would y++ end up more expensive than wrapping the model myself? Or is the hassle, and the possibility of getting it wrong, enough to justify y++?
Being honest about what your product really is matters more now than ever.
In the AI world, most of us are building orchestrations on top of the same underlying tech, there is nothing wrong with that.
What is wrong is pretending it is something else and pushing hard for premiumisation.
Primumisation works when either the alternates are also as expensive or not as good, or when the product differentiation lasts months, preferably years & not weeks. That is very hard today.
At the same time, saying there is no mystique left simply because everyone uses the same foundation model is not fully accurate.
Value is layered.
the model is not the entire value,
Value of a software is in integrations, human workflow ease, UX, fine tuned model on highly specific data, monitoring, cost optimisation, SLAs, compliance, support etc - these are not mystical, they are real & measurable.
There are other layers too. IP, Network effects, Time to market, deeper pockets, All of these play a role in what wins
Probably this is why The Big is at an advantage against the small in building AI leveraged software products. something to think about.
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One of my mom’s uncle did an sip of ₹35,000/month for the last 25 years.
He never earned in lakhs, even today his salary is around ₹85,000.
But his portfolio?
Now worth over ₹10 crore.
He didn’t chase quick money, didn’t gamble, didn’t try to time the market.
He just stayed consistent, patient, and disciplined.
Sometimes slow and steady beats everything else.
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Amazing insight that we miss out in our day to day exploration of AI & its application is that the limits are rarely in the tool - most of the time, It is in our mindset.
Question to ask yourself
Can you be a different person, now that you have a super power
Can you shed the weights of your baggage, now that you can fly
You have wheels, You can go anywhere you want,
maybe a good practice to keep telling yourself that.
Also, my work desk today I call it
The Window that drizzles
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Heading to SF, NY, and Jodhpur over the next few weeks.
If you’re building or curious about AI, hiring, outsourcing, or how is the next wave of Bharat story, talent & tech is taking shape, I’d love to connect.
I spend my days at the intersection of people, products, and partnerships, but lately, I’ve been especially curious about voice AI, web agent driven software development, testing, automation & the future of jobs, exams and interviews.
DMs and WhatsApp are open, let me know if you’re around.

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