Surya

Exploring Codex, Opus 4.6, Copilot + VS Code, Trying to train an AI model

[Surya @ahamSurya]

@Mr_Derivatives I qualify for none of these. At this point, even reading the list felt expensive. 😂

[OpenAI @OpenAI]

ChatGPT can now remember your activity across the apps and websites on your computer.

With Computer History in the desktop app, future interactions feel more personalized and require less explanation.

[Vaibhav Sisinty @VaibhavSisinty]

An Indian engineer in Bengaluru got tired of potholes destroying his car.

So he built an app with Codex that detects them, finds who is responsible, and files a complaint.

Here is how it works. He installed a dashcam with GPS and an accelerometer. The app records everything while he drives.

A vision model classifies every pothole by size. Small, medium, large.

But here is the clever part. Most Indian roads are under warranty.

The contractor who built them is legally responsible for fixing potholes for free.

His app searches through 2,900 government contracts, finds the exact tender number, identifies the officer responsible, attaches the photo and geolocation, and generates a ready-to-file complaint.

One drive to work. 12 potholes detected. 12 complaints ready.

--
vc: @gkcs_

[Pedro Domingos @pmddomingos]

The simpler you keep things, the more complexity you can handle.

[Temjen Imna Along @AlongImna]

देश को आगे बढ़ना है।

[Surya @ahamSurya]

@SandeepMall 4

[Surya @ahamSurya]

@kmr_dilip Drinking less or giving up

[Alex Vero @veroalex0110]

AI also lowered the cost of doing research

Curious people can investigate questions that once required an entire university

Curiosity now matters more than simply having credentials

[Ankur Warikoo @warikoo]

The Indian founders who scale past 100 crores are almost never the ones who started with the best idea.

They are the ones who were still standing after the idea changed 4 times.

Persistence in India is underrated as a founder skill because it is not fundable and it does not make for a good pitch deck slide.

[Surya @ahamSurya]

@ArtemR End was the best 🤣

[Surya @ahamSurya]

@0xPolygon Absolutely

[Harsh Goenka @hvgoenka]

Instead of wasting foreign exchange going to other countries, why don’t you think of holidays in beautiful exotic places within India. Here’s an adventurous option at out Harrisons Malayalam Achoor estate, Wayanad. Details at https://t.co/kULTUx21lW

[Surya @ahamSurya]

@rayyyang @AravSrinivas Appreciate it! Lighting fast fix ✨️

[Surya @ahamSurya]

@AravSrinivas @rayyyang Great one! Please reduce the scroll speed of live news. Looks like that live news scroll is for agents not humans. It's a great dashboard !

[Surya @ahamSurya]

@AravSrinivas Live news scroll is too fast

[Surya @ahamSurya]

Optimism requires creativity

[Surya @ahamSurya]

Agent Native Project Management

[Amjad Masad @amasad]

2000s: every company is an internet company

2010s: every company is a software company

2020s: every company is an AI company

2025+: every company is a cybersecurity company

[Julien Chaumond @julien_c]

This is where we are right now. And i’m not gonna lie it feels pretty magical 🧚‍♀️

Qwen3.6 27B running inside of Pi coding agent via Llama.cpp on the MacBook Pro

For non-trivial tasks on the @huggingface codebases, this feels very, very close to hitting the latest Opus in Claude Code, or whatever shiny monopolistic closed source API of the day is.

In full airplane mode.

Most people haven’t realized this yet.

If you have, it means you have a huge headstart to what I call the second revolution of AI.

Powerful local models for efficiency, security, privacy, sovereignty 🔥

[Jason @mytechceoo]

CEO obsessed with token maxxing