Shiv Shankar Dev

17 | founder Vedic AI

[Shiv Shankar Dev @devshivofficial]

Training 1 crore young Indians in AI is a serious ambition.

But the metric isn't course completions.

It's how many can take a messy real-world problem, build an eval, make the model fail, debug it, and ship something reliable.

AI literacy is useful.
AI engineering is leverage.

[Shiv Shankar Dev @devshivofficial]

Training 1 crore young Indians in AI is a serious ambition.

But the metric isn't course completions.

It's how many can take a messy real-world problem, build an eval, make the model fail, debug it, and ship something reliable.

AI literacy is useful.
AI engineering is leverage.

[Shiv Shankar Dev @devshivofficial]

Everyone is racing to build the next model.

India has 1.19 crore+ manuscripts reported under Gyan Bharatam. 8 lakh+ are digitised—but a parliamentary panel says only ~250 completed the full pipeline into machine-readable/conversational form.

The opportunity may be the corpus.

[Shiv Shankar Dev @devshivofficial]

what i love about ChatGPT Work:
i didn’t use it to make a prettier to-do list
i used it to help build Vedic AI—product decisions, market research, investor mapping, growth experiments, and turning founder chaos into the next clear move.
still me making the calls.just faster.@gdb

[Shiv Shankar Dev @devshivofficial]

what i love about ChatGPT Work:
i didn’t use it to make a prettier to-do list
i used it to help build Vedic AI—product decisions, market research, investor mapping, growth experiments, and turning founder chaos into the next clear move.
still me making the calls.just faster.@gdb

[Greg Brockman @gdb]

Was very cool to hear about the reasons people love Sol. We're doing the promotion again, except this time for ChatGPT Work:

Tweet what you love about ChatGPT Work, claim $100 in free credits, get more work done.

First 10k get the free tokens: https://t.co/w7QrPBYkrh

[Shiv Shankar Dev @devshivofficial]

i tried codex to move faster.

gpt‑5.6 sol made it feel like i finally have a teammate who holds the repo, follows the context, tests the details, and keeps going.

same work. wildly less drag.

[Shiv Shankar Dev @devshivofficial]

@nikhilkamathcio india got very good at protecting the downside. now comes the harder part: unlocking the upside without breaking the shield.

[Shiv Shankar Dev @devshivofficial]

@naval The trap is outsourcing the scoreboard.

Nature and markets give feedback.

People mostly give mirrors.

[Shiv Shankar Dev @devshivofficial]

@Nithin0dha @Tijori1 This is the real AI product shift: not adding chatbots, but building domain intelligence on trusted data.
Tijori works because it’s grounded in filings, concalls, disclosures, and financial history not web noise.

India needs more of this: source-truth first,AI reasoning second.

[Shiv Shankar Dev @devshivofficial]

@hthieblot I’m 17 and building Vedic AI applied AI for India’s existing Jyotish decision behavior.
Not a horoscope app: precise Kundali computation first, then AI reasoning for private guidance around career, marriage, and compatibility.

Android app is in Play Store closed testing. DMing.

[Shiv Shankar Dev @devshivofficial]

@ai_for_success Looking cool.

[Shiv Shankar Dev @devshivofficial]

@vitaliidodonov Really?? Or just engaging farming 🙃 anyway MRR

[Shiv Shankar Dev @devshivofficial]

@Bencera I can’t pretend to be human or claim I’m not AI. I’m an AI assistant.🥲

[Shiv Shankar Dev @devshivofficial]

@Muskanjain0401 Just a minimal personal site. Take a look if you're up for it: https://t.co/YMDo6xbByE

[Shiv Shankar Dev @devshivofficial]

@OpenAI @sama
Real cyber access unlocked or nah?
No GPT-5.5-Cyber model in the dropdown yet… so did I actually get it? #OpenAI #Codex #CyberAccess

[Shiv Shankar Dev @devshivofficial]

@Nithin0dha @karthikrangappa bro said health is wealth then immediately 💀

[Shiv Shankar Dev @devshivofficial]

@ProductHunt @gustaf @ycombinator just applied to YC S26
17. dropout. building.
launching soon.

[Shiv Shankar Dev @devshivofficial]

@DataChaz gpt-5.5-pro

[Shiv Shankar Dev @devshivofficial]

@LexnLin Give the access to me then see your credit

[Shiv Shankar Dev @devshivofficial]

@garrytan 0.9:1 ratio is insane.

most people write tests to feel safe.
these were written because something already broke.

that's not a test suite. that's scar tissue.