A Kumar

Building large-scale tech globally. Unapologetic believer in a rising 🇮🇳 & Modi ji’s leadership. Tweeting AI, geopolitics, global news & everythin in between

[A Kumar @ComputerGuy__]

@BesuraTaansane @X Good one. Keep them coming ..

[A Kumar @ComputerGuy__]

@saxenajisir @MayankKishore08 @aravind @ashVaswani That is why India shouldn’t settle being a consumer of foundational models, instead should build our own. Some good steps have been taken in terms of having sovereign LLM like Sarvam AI but way more to go ….

[A Kumar @ComputerGuy__]

@nefretitte True

[A Kumar @ComputerGuy__]

@PTI_News Just one simple question: What are they actually protesting, and what specific positive outcome do they hope this protest will bring about?

[A Kumar @ComputerGuy__]

These anti-India toolkits aren't even hiding their agenda anymore. Just look at the people associated with them..the pattern is becoming increasingly clear. It has been the Khujliwal all along at the center of this ecosystem, while also serving as a pawn in a much larger game driven by powerful interests operating behind the scenes.

[A Kumar @ComputerGuy__]

But one thing is clear post 2014, Indians, especially the youth, are far more politically aware than before. Social media and many genuine voices highlighting India's progress have helped build that awareness.

May be that is why external attempts to shape narratives haven't found the success they once hoped for. But technology is evolving fast, making influence operations and anti India narratives more sophisticated. But time is changing, So also technology which is allowing more sophisticated mean to set anti India narrative..

Everyone including GOI needs to do be vigilant and proactive engagement are needed from both citizens and the government so that false propaganda can be busted early.

[A Kumar @ComputerGuy__]

@GabbbarSingh May be It is some kind of management/psychology focused talent development research stuff, fits for a B-school. Still feels hype driven..

[A Kumar @ComputerGuy__]

@narendramodi After a marathon 69 days of negotiations Denmark finally got a new government. Apparently, good things come to those who wait... and wait... and wait...
Good news for India, as Mette is a good friend of Modi ji. 😊
Modi ji's aura seems to make everyone like him. 🙏

[A Kumar @ComputerGuy__]

@IndianTechGuide And India accounts for ~100 million+ weekly active users out of global figures around 900 million+...

[A Kumar @ComputerGuy__]

Congress lacks someone who is knowledgeable, intellectual, strategist, having knowledge about the matter and is wiling to go deeper and ask right question to government.
Most of the top leaders and their chamcha lacks information and lazy enough to research.

Well it is definitely helping BJP. That is good since no one else other than Modi or other party than BJP who can be even considered as an alternative.

But in a long run, a healthy democracy needs a strong Opposition. But I am fine that it is missing rather then seeing these Congressi and useless party coming to power.

[A Kumar @ComputerGuy__]

The security posture of many Indian government websites is often concerning. The CBSE OSM solution, where a CBSE student uncovered several serious security vulnerabilities.

In cases like these, you don't need advanced AI models such as Claude mythos or other sophisticated vulnerability-detection tools to find weaknesses. The issues are often obvious enough to be identified through routine security testing.

The bigger concern is the potential impact of such vulnerabilities. If critical systems are left exposed, foreign intelligence agencies or malicious actors could gain access to sensitive data. Imagine, China and US spy are already breaking through the systems and getting all the sensitive data to understand public sentiment, track social trends, and potentially influence public opinion through targeted information campaigns or narrative-shaping efforts.

A contry wide security audit especially for the goverment application and website is a must...

[A Kumar @ComputerGuy__]

@MayankKishore08 @aravind @ashVaswani or he might be answering questions that reward extensive factual recall, (and no problem solving or analytical skill) almost like being a human encyclopedia which is pointless anyway in AI era which can provide factual information within seconds....

[soybean @treatyoma]

Elon’s Vision for Global Townhall: “X will empower local citizens to report on their own backyards, bypassing mainstream media.”

The Local Citizen on X:

>Username: Kausar Akram ( ☪️ )
>Display Name: Priya Sharma ( 🕉️ )
>Location in bio: Ghaziabad ( 🇮🇳 )
>Actual location: Vietnam ( 🇻🇳)
>Connected Via: Nigeria Android ( 🇳🇬)
>Content: Texas ( 🇺🇸)

[A Kumar @ComputerGuy__]

@Ramanean The Vendor who had implemented the solution has no right to exist...

[A Kumar @ComputerGuy__]

thank you Aravind. Your foresightedness has been incredible.
Being in the tech field, I can only echo what you said.
India's IT service providers continue to face a significant shortage of cybersecurity skills and practical experience. More concerning, however, is the widespread lack of cybersecurity awareness across all levels, from ordinary citizens to politicians, and even among system integrators responsible for building and maintaining critical systems.

When I compare the security standards expected by global organizations with the security lapses that reportedly allowed the CBSE website to be hacked by an amateur, the gap is astonishing.

For example, I have worked with a European company that processes millions of supplier payments automatically through a treasury interface. In that environment, we ensure that sensitive data is never exposed in a readable format at any stage. The entire solution is protected through end to end encryption, both at rest and in transit. While such systems are undoubtedly complex and expensive to implement, they are entirely achievable with the right priorities and expertise.

this raises an important question. Why can't India invest the additional resources required to build similarly robust systems and subject them to regular independent security audits?

The technology exists. The expertise can be developed. What is often missing is awareness, accountability, and a genuine sense of urgency among policymakers and administrators. Until cybersecurity is treated as a strategic priority rather than an afterthought, these vulnerabilities will continue to persist.

[A Kumar @ComputerGuy__]

What you had said is absolutely correct.
My biggest anxiety about train travel in India isn't just the delays.
It's the toilets.

You push open that door and just brace yourself for the absolute worst... and usually it's exactly that.

folks those who leave a stall looking like a disaster zone without a single thought for the next person walking in do not deserve to travel in such train or any train.

even on the premium trains like Vande Bharat you end up playing this awful game of toilet roulette just trying to find one that isn't a complete biohazard.

[A Kumar @ComputerGuy__]

If anyone still think global media is just neutral reporting then they are living in the bubble.
The US and China pour insane money into narrative toolkits to control the agenda in places like India.
They're constantly targeting big strategic assets... like the whole Adani situation lately.
It's just info warfare to kill competition.

It’s also funny to see US accuses China trying to slowdown their AI investments by instigating protests against big Data centers project in US.

In today’s world, for countries like China and US, the strategy is not just advancing in technology , economics and defense but most importantly stop the progress of emerging powers like India and for that they are doing everything possible .

There are also insiders like Papu, Khujliwal - all are part of this foreign echo system.

GOI should pay as well as invest heavily to tackle these information warfare as well as the big companies like Adani should do the same ….

[A Kumar @ComputerGuy__]

@Bholenath she is a megalomaniac and there are few others in the country but she definittely tops the list...

[A Kumar @ComputerGuy__]

General perception (and my own believe as I am close to AI stuff).. is that AGI does not exist yet. No doubt, current systems are highly capable but compared to AGI capabilities remain narrow. They are lacking the two most important feature : reliable generalization and autonomous agency which might take another 6/7 years.
But I get your POV, the pace AI domain is evolving is has never been seen before. So we can't be sure if someone is already very close to being AGI.
It may remain under the radar in purpose like Claude Mythos

BTW, What makes you belive so? I curious.

[A Kumar @ComputerGuy__]

That is fine. He has not beaten up.
But I like the fact (a completely unrelated one to this topic).. that West Bengal's running its own version now and it looks even more effective. Mamata Banerjee's mafias are being arrested and paraded in underwear.
Suvendu ji's underwear model is setting new examples tbh.