india keeps rewarding mugging up PCM and then wonders where the hackers went.
JEE is not computer science. GATE is not cybersecurity. rank is not competence.
our examination fetish is killing technical talent:
ni5arga.github.io/notes/indi…
KyberNuII retweeted
I urge young people nowadays to solely select things that push their thinking abilities further.
Both writing and technical work (maths, coding) involved a large part of the human brain being engaged in thinking. The economy was run on the final output - so there was little to no incentive to think about sharpening the cognition itself.
Now, the barrier to producing the final output in both forms is collapsing. What seemed technically or structurally hard in writing a thesis or a codebase is more or less automated. Yet, we are still to see a proliferation of paradigm-changing software or ideas, whether in engineering or physics at large!
We have great newsworthy headlines of century-old conjectures being solved with counterexamples, yet most of these problems are cleanly posed by humans. Posing the problem is assumed to be trivial, however it is in itself a test of intelligence to ask the right and hard questions.
It is so easy to diminish the importance of these so-called verifiable domains because outputs are now being produced effortlessly - akin to conveyor belts mechanizing and ramping up production in the last century. Yet the human, (general part) of cognition that has moved the needle on discoveries, put man on the moon, and decided what problems were worth solving in the first place - is largely absent from where we are headed at scale*.
I see the tensions rising everywhere around me as people struggle to pick a lane and create meaningful careers for themselves- what really will remain human after the dust settles?
I see second-hand opinions handed down by executives and corporate hierarchies matter less and less. The truth is, no one really knows the answer to what will not be automated.
So, you must learn and relearn how to think for yourself:
+ Interrogate the limits, floors, and ceilings of an idea.
+ Understand both the thesis and the anti-thesis of a problem.
+ Learn to ask what assumptions are doing the real work, and what would make you change your mind.
This is a fundamental part of education that is getting lost in all of this hype and noise. Use machines to build systems to extend and push your thinking further. But I urge you to not leave thinking in its entirety to the machines.
KyberNuII retweeted
AI won’t erase the gap between people.
YouTube, Coursera, and Internet made world-class knowledge free. Most people still chose TikTok.
AI is no different. Everyone gets Claude Code, Codex, and ChatGPT. The best will use them better and compound faster.
AI isn’t an equalizer. It’s a multiplier.
KyberNuII retweeted
Computer science is gradually returning to the domain of physicists, mathematicians, and electrical engineers as large language models automate much of what we currently call software engineering.
The field’s center of gravity is shifting away from manual code writing and toward deeper theoretical thinking, mathematical insight, and systems-level reasoning.
KyberNuII retweeted
This actually makes me sad. Programming is such a fun thing to do in of itself. The completion of the thing task is the ultimate goal, but the road to get there is enjoyable!
Even as i investigate loops and think deeply about how to deploy AI in a real manner that produces real and good code I still make time for 45 minutes to 3 hours a day trad programming.
But regardless of AI being perfect or not, being able to produce quality work or not is not even part of the argument. I just like programming and I think that loving the craft of building the thing itself will ultimately make the thing you are building better. Because you care deeper about it.
Its not about a pretty dress & lipstick you put on it, but the deep thought care you put in to the things no one sees or perhaps its so good they just don't notice. I think that is where the best software is made.
I’m convinced that a large % of programmers don’t actually like computers.
As a side effect, are also perfectly happy to throw away their reasoning to a model as soon as they can.
I don’t get it, at ALL. Don’t you *LIKE* understanding the magic of the machine?
You do realize hand-programming (I hate that I even have to specify hand now) is fun…right?
KyberNuII retweeted
if you are a curious engineer, it is so difficult not to have fomo.
every other domain seems interesting
every other book seems worth reading
every other problem seems worth solving
every other project looks like the next big thing
every other framework feels like something you should learn.
literally every single thing is a distraction. imo, there is no way to even deal with that.
KyberNuII retweeted
GPU MODE has powered much of the public GPU kernel work online, with a permissive license from day one and generous credit from researchers, NVIDIA, AMD, and others.
Today we’re moving our datasets to the Researcher Reciprocity License.
June 9th Researcher Reciprocity License
"if you train on it, you let us generate - reverse terms of use void"
Status quo
1. We teach frontier devs with ICLR/NeurIPS papers, OSS Github contributions
2. They use it to make frontier models
3. Then ban us from exploring our ideas
We need a new license, original thinkers can't be an underclass to a tyrannical researcher fiefdom
KyberNuII retweeted
Brilliant idea! Next up: Apple randomly reboots your Mac if you're building competing tech, Gmail silently edits your email if you mention rival platforms, and Tesla Autopilot swerves if it detects you're working on self-driving cars.
All in the name of safety, of course. Because malicious actors controlling the world’s operating systems, inboxes and cars would be extremely dangerous!
KyberNuII retweeted
mythos will be bad ON PURPOSE on ai "frontier llm research" tasks, this is very very sad for the research community
also the fact that this is un purpose not visible to the user is crazy
KyberNuII retweeted
96GB VRAM GPU GIVEAWAY ($15K) - LAST CHANCE
Re: Can it be an RTX PRO 6000 Blackwell?
> “please be Blackwell”
> “96GB VRAM or we riot”
> “the people have spoken”
The terms were simple.
They were not met.
Last chance.
If THIS tweet (the one you’re reading)
hits, in the next 24 hours:
- 2K Likes
- 1K RTs
- 500+ Replies
Tomorrow’s giveaway announcement becomes:
> RTX PRO 6000 Blackwell w/ 96GB of VRAM
Clock’s ticking.
Your move.
> be me
> the Buy a GPU guy
> announce: HUGEEE GPU giveaway monday
> timeline: “please be RTX PRO 6000 Blackwell”
> alright
> set the deal
> 5k likes
> 1k RTs
> 200 replies
> democratic allocation of a $15k GPU
> 24 hours later
> 31k views
> 774 likes
> 219 RTs
> 180 replies
> the people yearn for Blackwell
> the people refuse to press buttons
> same people: “so it IS the Blackwell right”
KyberNuII retweeted
Do NOT install any agentic browsers like OpenAI Atlas that just launched.
Prompt injection attacks (malicious hidden prompts on websites) can easily hijack your computer, all your files and even log into your brokerage or banking using your credentials.
Don’t be a guinea pig.






























