Jayant Aggarwal

full stack engineer • infra/devops • generative ai • 21

[Jayant Aggarwal @jayantftx]

If Darwin was right about evolution, humanity may not be the final product.

If humanity created robots that, with the help of AI, can work more, think faster, and survive for longer, then maybe they aren’t the destruction of humanity.

Maybe they’re the successor to humanity.

[Jayant Aggarwal @jayantftx]

“We’ve run out of ways to make models more powerful, so I guess it’s time to focus on alignment now.”

[Dario Amodei @DarioAmodei]

We Must Pace the Frontier: I’ve written a new essay on why the AI industry should slow down, with a three-part plan for doing so.

Anthropic is unilaterally committing to the first of these steps. We’ll provide third-party evaluators with permanent, employee-level access to our systems, so that they can verify adherence to our safety measures, report on incidents, and assess models’ alignment during training.

You can read the full post here: https://t.co/OGyPb7yaYt

[OpenAI @OpenAI]

This is GPT-6 Astra.

Anything you can do on a computer, Astra can do for you. Fast.

[Jayant Aggarwal @jayantftx]

Is apple using AI based image enhancement for non telephoto zoom? It honestly seems to deteriorate image quality rather than improve it.

These photos were taken at 4.9x(main) and 5x(telephoto). You can clearly see AI generated text in the 4.9× image, while the 5× shot is clean

[Jayant Aggarwal @jayantftx]

@deveshtuteja_ @ZSAssociates Leasgooo 🔥🔥

[Zyphra @ZyphraAI]

Introducing ZUNA1.1, a far more flexible version of our open EEG foundation model and a further advancement toward noninvasive thought-to-text.

It reconstructs, denoises, and upsamples messy real-world EEG. Apache 2.0, available free in the Zyphra Cloud EEG Playground🧵

[Jayant Aggarwal @jayantftx]

all this seemed so dystopian in 2022 and less than 4 years later we are living that reality. crazy times

[Sam Altman @sama]

soon you will be able to have helpful assistants that talk to you, answer questions, and give advice. later you can have something that goes off and does tasks for you. eventually you can have something that goes off and discovers new knowledge for you.

[Bret Taylor @btaylor]

I deeply resent that AI has forced me to eliminate em dashes from my writing for fear of signaling slop

[Jayant Aggarwal @jayantftx]

@yashmp2004 It isn’t. And it never was

[Jayant Aggarwal @jayantftx]

if this can become a unicorn, maybe your idea isn't crazy. you just haven't built it yet.

[Mukund Jha @mukundjha]

Most businesses don’t need just any software. They need a way to turn how they actually work into software

That’s what @emergentlabs is becoming: the operating system for businesses

Today we’re announcing our $130M Series C at a $1.5B valuation to put that future in their hands

[Jayant Aggarwal @jayantftx]

💔

[Jayant Aggarwal @jayantftx]

Zero Budget Caps

An infinite loop in an AI generated useEffect or a malicious script can rack up a major bill overnight.

Fix: Set hard spending limits. If a service doesn't support hard caps, set aggressive soft alerts and write a quick cron script to kill if a threshold is met

[Jayant Aggarwal @jayantftx]

I've been looking at a lot of my vibe coded apps lately, and the security issues are terrifying. AI is incredibly good at skipping standard security protocols to make things "just work."

You can force AI to write secure code by using these 4 rules in your claude.md: 🧵

[Jayant Aggarwal @jayantftx]

Leaking Keys via Frontend

If your app is hitting Stripe or AWS directly from the client side, you are literally handing your secret keys to the internet. LLMs write direct fetch calls to save time.

Fix: Move every third-party integration into Serverless Functions or a backend

[Jayant Aggarwal @jayantftx]

@SrBachchan Imagine watching world class football and your biggest takeaway is the players’ skin colour😭

[kiti メ @NainKiriti]

heyy!

I am looking for a decent 1bhk/2bhk on violet line near govindpuri, kailash colony, lajpat nagar, sarita vihar or jasola vihar with a good locality and metro connectivity

please dm me if you can help or know anyone who can help, thanks :)

[Jayant Aggarwal @jayantftx]

mannn i miss writing code, actual code that i thought of, tried to implement, messed it up, thought of a fix, got it up and running, failed in testing, thinking how could i miss such a trivial thing, this ai stuff isn't even fun anymore, can't we go back to the old ways :(