Karan Jayaraj

A bit of Audiophile | Gamer | AI enthusiast | connoisseur of the Yummy Cuisine | Married, and Capricornian by birth

[Michael Dell 🇺🇸 @MichaelDell]

Today, with 97% approval, Dell shareholders voted to bring our legal home to Texas.

This is home and where we’ve always belonged. Texas gave us the talent, the universities, and the environment to build something that lasts.

Proud to make it official. Let’s go. 🤠

[Ghar Ke Kalesh @gharkekalesh]

In Maharajganj, UP: A drunk man couldn’t find fresh air on the ground, so he climbed a pole and slept for hours on 11,000V live high-tension wires.

Power was cut off entirely while officials begged him to come down.

[Elon Musk @elonmusk]

🤣🤣

[caio temer @canalCCore2]

A engenharia amadora às vezes humilha muito projeto de laboratório.
O que esse cara construiu no quintal de casa é engenharia raiz.
Um motor a jato caseiro que atinge um nível de empuxo absurdo com o acionamento do pós-combustor, fazendo o bocal derreter em brasa.

[Vaishnavi @_vmlops]

SOMEONE SCRAPED CLAUDE FABLE-5 TRACES BEFORE THEY DISAPPEARED

glint-research just dropped 4,665 real claude-fable-5 reasoning traces on huggingface

what's in it:
▪️ full chain-of-thought (cot) for each step
▪️ tool use calls (bash, read, write) with inputs
▪️ multi-turn sessions from actual local claude code runs
▪️ one session alone: building a ray-traced CS:GO clone from scratch

this is wild because:
▪️the model planned, explored, then executed not just vibes coding
▪️ you can literally see it think before every tool call

953 traces from teichai + cot data added by glint = 4.6k rows, 69.8mb of raw reasoning

fine-tuned models trained on this are coming soon apparently

the era of distilling frontier reasoning into open models is fully here

↳ https://t.co/EQSWbr2nqW

[Satya Nadella @satyanadella]

https://t.co/vLmiBKTtX3

[Narendra Modi @narendramodi]

Deeply touched by the good wishes conveyed by people from all walks of life today and over the last few days. While I may not have been able to respond to each message individually, I cherish every greeting conveyed.

I consider it a privilege to have the opportunity to serve Bharat and contribute to our nation’s development journey. Over the years, the people of India have repeatedly voted for stability, good governance and development. Their trust has been my greatest source of strength. I remain fully committed to working with even greater dedication to realise the vision of a Viksit Bharat and fulfil the aspirations of 140 crore Indians.

[Massimo @Rainmaker1973]

A young man decided to restore the well his grandfather had built many years before.

When the crystal-clear water began to flow again, he realized that this spring was the most precious legacy he had received from him.

[How To Prompt @HowToPrompt__]

ByteDance has published a paper that should make every NVIDIA investor sweat.

They trained an AI that writes CUDA better than humans experts.

They call it CUDA Agent.

And it completely rewrites the economics of AI hardware.

They built a massive agentic reinforcement learning loop. The AI writes a kernel, compiles it, profiles the hardware, analyzes the bottlenecks, and rewrites the code until it's flawless.

It learned how to optimize memory access patterns and hardware tiling strategies that traditional compilers miss.

The results are staggering.

On the industry-standard KernelBench, CUDA Agent completely destroyed traditional compilers.

It delivered code that runs up to 3.2x faster than PyTorch's native execution.

On the hardest, most complex models, it beat the strongest proprietary models in the world—including Claude Opus 4.5 and Gemini 3 Pro, by 40%.

It didn't just match human experts. It started discovering optimizations that static compilers literally cannot see.

Here is why this is a massive threat to NVIDIA.

NVIDIA's dominance relies on the fact that CUDA is incredibly hard to master. Developers get locked in because optimizing code for other chips is too painful.

But if an AI agent can autonomously generate hyper-optimized hardware kernels...

You don't need a team of $500k a year CUDA engineers to build world-class infrastructure.

And if an AI can autonomously master CUDA, it can master AMD's ROCm. Or custom silicon.

The impenetrable software wall protecting NVIDIA's monopoly just got breached by a reinforcement learning loop.

If anyone can automatically squeeze maximum performance out of any chip...

Hardware becomes a commodity.

[Mario Nawfal @MarioNawfal]

A new device writes homework by hand for students.

The arms race between teachers and lazy geniuses continues.

[Verdantella @verdantella]

Cleaning the machine electrical cabinet using deionized water

[ChristinMathewPhilip @ChristinMP_]

Karnataka: Joseph Machado retires after 34 years of service with KSRTC Volvo. Known for discipline, punctuality & a warm smile, he ensured thousands of safe journeys from Mangaluru to Bengaluru. Farewell saw emotional tributes from passengers & colleagues.

VC: @KSRTC_Journeys

[Karan Jayaraj @karan_jayaraj]

@SupriyaShrinate Toh kya den didi, aloo sey nikla hua sona

[Karan Jayaraj @karan_jayaraj]

@dhruv_rathee Tu apni khudki leh raha hai, bus tujhey patah nahi chal Raha hai

[Karan Jayaraj @karan_jayaraj]

@Iyervval @Aftenposten I guess @Aftenposten wants to promote racism in the name of free press

[Abhijit Iyer-Mitra @Iyervval]

You’re sick @Aftenposten. Racist Schutzstafeln scum bags. Utter filth.

[Karan Jayaraj @karan_jayaraj]

@NVIDIAGeForce #007FirstLightRTX

[MAHARATHI @MahaRathii]

A MUSLIM woman boarded KSRTC Superfast Premium bus in Kozhikode and thought the entire route should run according to her convenience. 😭😂

Madam wanted the bus to stop exactly where she wished. Crew said: “Superfast bus. No stop there.”

That’s when the cinema started. 🎬💀
Phone out. Video recording on.
Heavy English mode activated. 😂

“This guy is shooting me…” “Can you please stop the vehicle…” “I’m going to complain…” 🤦🏻‍♂️

Then bus reaches another place and she asks again: “You don’t even have a stop here?!” When told NO once again… Madam unlocked her final form — grabbed the emergency hammer and smashed the glass. 😬🔥

Meanwhile the KSRTC driver & conductor were sitting there absolutely chill: then bus Straight to the police station.😂

By now, she knows. The plan has failed.😭“Didn’t I ask you to stop here..?” 😂
And suddenly the attitude factory shut down. 💀

Result: ₹25,000 fine for Public property destroyed. Sent home with a lesson she won’t forget. ☺️

Public transport isn’t your private cab service Madam!!

[Karan Jayaraj @karan_jayaraj]

@MerlijnTrader you get what you pay for

[Umesh Kumar Yadav @Umesh__digital]

Dennis Ritchie created C in the early 1970s without Google, Stack Overflow, GitHub, or any AI ( Claude, Cursor, Codex) assistant.

- No VC funding.
- No viral launch.
- No TED talk.
- Just two engineers at Bell Labs. A terminal. And a problem to solve.

He built a language that fit in kilobytes.

50 years later, it runs everything.

Linux kernel. Windows. macOS.

Every iPhone. Every Android.

NASA’s deep space probes.

The International Space Station.

> Python borrowed from it.
> Java borrowed from it.
> JavaScript borrowed from it.

If you have ever written a single line of code in any language, you did it in Dennis Ritchie’s shadow.

He died in 2011.
The same week as Steve Jobs.
Jobs got the front pages.
Ritchie got silence.

This Legend deserves to be celebrated.