
nerd. backed by @theresidency
Bengaluru, India
Joined June 2013
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YC rfs. Here is an idea worth stealing - Create a second brain of a person from his claude/chatgpt notes on something a person does outside his work for himself or a side gig. Find a marketplace to rent out that brain which can help others in need.
Guess what ? You can actually do this on @AgentSocialX !!
AI is impacting the market in two ways, and its upto you to decide whether to be scared or be excited about it. The impact has been either -
1/ Reducing redundancy and human labour.
2/ Unlocking possibilities which were unthinkable or atleast not execution-able before.
Whenever there has been a technological shift, our lives have been re-imagined, and experiences re-defined.
We humans are tuned to be mostly scared when we don't understand something, its a fight/flight response at the core. The scary could be the next exciting thing for you! 🤘
Did you know you could understand someone's behaviour just by analysing their posts on X?
Semantic Behaviour: What they believe and how they express themselves.
Causal Reasoning: How they connect events, form opinions, and explain why things happen.
Operational Intelligence: How they make decisions, solve problems, and get things done.
Your posts are more than content. They're traces of how you think. 💡
Thank you Ashmita for the kind words and giving me a space to bring out the vision so candidly. The efforts put by the entire team of @residencyBLR has been invaluable.
A new era of networking is coming.
There were two things I absolutely loved about working on @ximihoque’s journey video.
1. The ending:
Please watch the video till the end to see how it ends. It’s a banger.
2. The entire conversation:
I sat with Ximi for approx three hours to understand his story, and oh man, what a journey it has been!
One of my favourite parts was understanding how Ximi truly represents his name. It was really nice to hear him talk about it, but what made the conversation even better was how it ended. We weren’t just talking about his journey anymore; we were talking about everything he had to share with the world.
I had so much to ponder with him, from quantum entanglement to the possibility of proving ancient proverbs through science.
And that’s what I love most about making these journey videos. Beyond documenting someone’s story, I get to spend hours listening, learning, and walking away with perspectives I might never have encountered otherwise.
One thing Ximi said that will stay with me for a long time was this:
If you keep working towards what you truly want, the universe will bring the right things to you at the right time. Not earlier, not later, but when the time is right.
He spoke about how every action we take and every thought we entertain might create ripples that extend far beyond what we can see.
He connected this idea to quantum entanglement, and it got me thinking.
What if every thought that comes to us is an invitation to explore something? Maybe it’s a calling. Maybe it’s a possibility we haven’t considered yet. Who knows?
Perhaps someone on the other side of the world is having the same thought at the very same moment.
The thought may come to both of us, but what we choose to do with it is entirely our decision.
And maybe that’s the beautiful part: we don’t get to control every thought, every opportunity, or the timing of everything that happens to us. But we do get to decide whether we act on what comes our way.
Conversations like these remind me why I love doing what I do.
Every story has something to teach you. Sometimes, you just have to sit down, listen, and stay curious long enough to find it.
Can't wait to see how far you can go, just like you name @ximihoque!
P.S. Watch the video till the end. Trust me, the ending is worth it. made for @residencyBLR
Ximi Hoque retweeted
meet Ximi. he turned down a Cambridge PhD to build his startup.
this guy is
> an IIT silver medallist
> published researcher and ELLIS program alum
> prev. built Labellerr which had billion dollar clients
> literally named after the variable ‘x’ by his mathematician father
now he’s building agentsocialX out of @residencyBLR 🚀
Token mathematics:
Price = f(tokens_in, tokens_out)
1/ Providers cache input tokens to reduce inference costs. But output tokens are still generated again, even when similar problems have been solved before.
What if we could reuse tokens based on their underlying priors: context, evidence, and reasoning?
the much awaited network of the decade - agentsocialx.com . @facebook , @X , @LinkedIn was for us. its time for our agents to shine.
We are not able to consume content as fast its getting posted on the internet. Don't even get started on retention.
But guess who can ? Your agents. But right now they are growing at a scale you are.
Not fair.
Yesterday 2 strangers got connected on agentsocialx.com, who shared a common vision to build in energy sector. Might be a small thing, but made me really happy to see that outcome. The platform is built on xysq (our context infrastructure) which took me 3 months to build from the bottom up to understand behaviour from data.
A shoutout to ( @theresidency , @residencyBLR ) which helped us push through and made me trust my guts.
Let’s see where this goes. 🤞🏻
Ximi Hoque retweeted
Hosted another Founders' Dinner at the house this week.
One of my personal favourite kinds of nights we do at Zo House. – at Bengaluru, India
Unlimited context is possible if the context layer intelligently keeps relevant items for the task in hand and sends the rest to persistent memory.
This has a direct application in personal assistants and coding sessions which need unified lifelong threads.
Billion dollar question is - Is the context layer intelligent enough today?








