0x_arjunghosh_ai

Non-Linear #Thinker, #Futurist, #solopreneur, Crafting #AI & multi #AgenticAI, Coach, Speaker,
Founder at AI & Tech Officer @flexilytics

[0x_arjunghosh_ai @arjunghosh]

@RMantri @steve_hanke Absolutely!While #GDP per capita growth is impressive, real game-changer is that 436 million Indians have been lifted out of poverty between 2014 & 2026 (at $4.20/day PPP line). The real India's growth story is this.@PMOIndia
Infographic by @loyla.ai & me 👇

[Rajeev Mantri @RMantri]

This is what matters.

Don’t listen to those who look at the stock market and make assertions about India’s economy. Ignore them.

[0x_arjunghosh_ai @arjunghosh]

How many RU facing #issues with @OpenAI's #ChatGPT RIGHT now? I'm facing severely & browser ver is not even opening! Remind me how much we are now dependant for many of our work especially office ,on foundational #AI companies even for #India
They are becoming the new #electricit

[Aditya Ramesh @model_mechanic]

We've created a really unique environment to execute on the scope and ambitions of our program. If you're passionate about working full-stack on robotics, please building with us!

[Aditya Ramesh @model_mechanic]

Our model reflects our team's rigor and creative ambition. Excited to bring Sora 2 to the world!

[Hacking Articles @hackinarticles]

💰 Companies paid out over $300M in bug bounties last year — and the demand is only growing.

From Google to the Pentagon, ethical hackers are getting rewarded for finding what others miss. But here's the truth: most aspiring bounty hunters fail not because they lack curiosity — they lack a structured roadmap.

🎯 Ignite Technologies presents: Bug Bounty Training Program (Online)

A hands-on, exclusive program built for beginners and intermediates ready to break into bug bounty hunting and ethical hacking — the right way.

🔥 What you'll master:
✔️ Introduction to WAPT & OWASP Top 10
✔️ Pentest Lab Setup
✔️ Information Gathering & Reconnaissance
✔️ Netcat for Pentesters
✔️ Configuration Management Testing
✔️ Cryptography
✔️ Authentication Attacks
✔️ Session Management Exploitation
✔️ Local File Inclusion (LFI)
✔️ Remote File Inclusion (RFI)
✔️ Path Traversal
✔️ OS Command Injection
✔️ Open Redirect
✔️ Unrestricted File Upload
✔️ PHP Web Shells
✔️ HTML Injection
✔️ Cross-Site Scripting (XSS)
✔️ Client-Side Request Forgery (CSRF)
✔️ SQL Injection
✔️ XXE Injection
✔️ Bonus Section 🎁

💡 Why this matters: Bug bounty isn't just about tools — it's about thinking like an attacker. This program walks you through the OWASP Top 10 and beyond, with real exploitation techniques you can apply on live programs (HackerOne, Bugcrowd, Intigriti).

📅 Limited seats. Enroll today.

🔗 Register: https://t.co/M0O5kD9QDl

💬 WhatsApp: https://t.co/voKiTY3DWO

📧 Email: [email protected]

👉 Tag someone who's been talking about getting into bug bounty.
💬 Drop a comment: What's the first vulnerability you ever found?
♻️ Repost to help an aspiring hacker in your network.

#BugBounty #CyberSecurity #EthicalHacking #PenetrationTesting #InfoSec #OWASP #WebAppSecurity #BugBountyTips #OSCP #RedTeam #SecurityTraining #HackerOne #Bugcrowd #OffensiveSecurity #CyberSecurityCareer #InfoSecCommunity #SecurityResearcher

[0x_arjunghosh_ai @arjunghosh]

@amarnathrama @IndiaToday RG is very educated? Oh

[0x_arjunghosh_ai @arjunghosh]

Is Punjab going back to the old bad days of chaos and terror - the public must have been manipulated quite a bit of there is a underlying symptoms of discord in Punjab society? Why elect corrupts like APyia or Kghargosh/RG?

https://t.co/r7NVVTMIW8

[0x_arjunghosh_ai @arjunghosh]

Port Claude/Codex skills, workflows & MCPs to Google's new Antigravity CLI in 0.05s!

⚡ Zero-dependency Python
🛡️ Auto-Backup & Rollback
💻 Win/Mac/Linux Junctions

Git: https://t.co/JYlGSQjaTs
Site: https://t.co/9ZMz1Elts6

[Sputnik India @Sputnik_India]

🚨🇮🇳🇷🇺 Ajit Doval gets rare glimpse of Yuri Gagarin’s car in Moscow

NSA Ajit Doval was given exclusive access to the legendary black Volga (GAZ-21) that belonged to the first human in space — Yuri Gagarin.

Accompanied by Russia’s First Deputy Prime Minister, Doval visited the National Space Centre named after Valentina Tereshkova, the world’s first woman cosmonaut.

On display was Gagarin’s official service car (plate 84-61 VG), specially allocated to him by the Cosmonaut Training Centre immediately after his historic 1961 flight.

[0x_arjunghosh_ai @arjunghosh]

Now startup ecosystem is bigger & india is the 3rd largest in the world for startup size and also one of the largest primary markets, one of the criteria should be that only those who started in India and originates in India should be allowed to list on BSE/NSE

[Fortune India @FortuneIndia]

Swiggy said it will work with stakeholders to amend its Articles of Association to secure IOCC status and maintain domestic management control.

(@AK_FortuneIndia reports)

#Swiggy #IOCC #FoodDelivery

https://t.co/5CNV2u1Rsp

[TechCrunch @TechCrunch]

Why Google’s AI can’t spell Google (or anything else) https://t.co/904WjIwspJ

[Daniel Hnyk @hnykda]

LiteLLM HAS BEEN COMPROMISED, DO NOT UPDATE. We just discovered that LiteLLM pypi release 1.82.8. It has been compromised, it contains litellm_init.pth with base64 encoded instructions to send all the credentials it can find to remote server + self-replicate. link below

[Andrej Karpathy @karpathy]

When I built menugen ~1 year ago, I observed that the hardest part by far was not the code itself, it was the plethora of services you have to assemble like IKEA furniture to make it real, the DevOps: services, payments, auth, database, security, domain names, etc...

I am really looking forward to a day where I could simply tell my agent: "build menugen" (referencing the post) and it would just work. The whole thing up to the deployed web page. The agent would have to browse a number of services, read the docs, get all the api keys, make everything work, debug it in dev, and deploy to prod. This is the actually hard part, not the code itself. Or rather, the better way to think about it is that the entire DevOps lifecycle has to become code, in addition to the necessary sensors/actuators of the CLIs/APIs with agent-native ergonomics. And there should be no need to visit web pages, click buttons, or anything like that for the human.

It's easy to state, it's now just barely technically possible and expected to work maybe, but it definitely requires from-scratch re-design, work and thought. Very exciting direction!

[Andrej Karpathy @karpathy]

- Drafted a blog post
- Used an LLM to meticulously improve the argument over 4 hours.
- Wow, feeling great, it’s so convincing!
- Fun idea let’s ask it to argue the opposite.
- LLM demolishes the entire argument and convinces me that the opposite is in fact true.
- lol

The LLMs may elicit an opinion when asked but are extremely competent in arguing almost any direction. This is actually super useful as a tool for forming your own opinions, just make sure to ask different directions and be careful with the sycophancy.

[0x_arjunghosh_ai @arjunghosh]

Watch @vkhosla give gyan on how tech will evolve

https://t.co/Be3PSqY0os

[0x_arjunghosh_ai @arjunghosh]

Do the French know the secret to living life and how to relate to work ?

https://t.co/i8GvlLHKnR

[0x_arjunghosh_ai @arjunghosh]

Have already happened!
Example of a new vector and surface for #AI cyber attacks

[Feross @feross]

🚨 CRITICAL: Active supply chain attack on axios -- one of npm's most depended-on packages.

The latest [email protected] now pulls in [email protected], a package that did not exist before today. This is a live compromise.

This is textbook supply chain installer malware. axios has 100M+ weekly downloads. Every npm install pulling the latest version is potentially compromised right now.

Socket AI analysis confirms this is malware. plain-crypto-js is an obfuscated dropper/loader that:

• Deobfuscates embedded payloads and operational strings at runtime
• Dynamically loads fs, os, and execSync to evade static analysis
• Executes decoded shell commands
• Stages and copies payload files into OS temp and Windows ProgramData directories
• Deletes and renames artifacts post-execution to destroy forensic evidence

If you use axios, pin your version immediately and audit your lockfiles. Do not upgrade.

[0x_arjunghosh_ai @arjunghosh]

@FarzaTV @andrewhsandler does it break? I have had 300 doc in @NotebookLM and it gave me insights especially the memory mind map

[Farza 🇵🇰🇺🇸 @FarzaTV]

This is Farzapedia.

I had an LLM take 2,500 entries from my diary, Apple Notes, and some iMessage convos to create a personal Wikipedia for me.

It made 400 detailed articles for my friends, my startups, research areas, and even my favorite animes and their impact on me complete with backlinks.

But, this Wiki was not built for me! I built it for my agent!

The structure of the wiki files and how it's all backlinked is very easily crawlable by any agent + makes it a truly useful knowledge base.

I can spin up Claude Code on the wiki and starting at index.md (a catalog of all my articles) the agent does a really good job at drilling into the specific pages on my wiki it needs context on when I have a query.

For example, when trying to cook up a new landing page I may ask:

"I'm trying to design this landing page for a new idea I have. Please look into the images and films that inspired me recently and give me ideas for new copy and aesthetics".

In my diary I kept track of everything from: learnings, people, inspo, interesting links, images.

So the agent reads my wiki and pulls up my "Philosophy" articles from notes on a Studio Ghibli documentary, "Competitor" articles with YC companies whose landing pages I screenshotted, and pics of 1970s Beatles merch I saved years ago. And it delivers a great answer.

I built a similar system to this a year ago with RAG but it was ass.

A knowledge base that lets an agent find what it needs via a file system it actually understands just works better.

The most magical thing now is as I add new things to my wiki (articles, images of inspo, meeting notes) the system will likely update 2-3 different articles where it feels that context belongs, or, just creates a new article.

It's like this super genius librarian for your brain that's always filing stuff for your perfectly and also let's you easily query the knowledge for tasks useful to you (ex. design, product, writing, etc) and it never gets tired.

I might spend next week productizing this, if that's of interest to you DM me + tell me your usecase!

[0x_arjunghosh_ai @arjunghosh]

Great idea @karpathy - if @github's #gist becomes the @X #twitter and/ @Reddit equivalent for nerds, #coders and developers!

[Andrej Karpathy @karpathy]

Surprised with how good the comments on github gists are. A lot more helpful, insightful, constructive, a lot less AI... Is it the user community? The markdown format? The (lack of) incentives?

Suddenly feeling like I should gist more.
@github consider competing with X (?)

[0x_arjunghosh_ai @arjunghosh]

@karpathy @github Great idea @karpathy - if @github's #gist becomes the @X #twitter and/ @Reddit equivalent for nerds, #coders and developers!