Reminds me of my home in Sangrur. Life starts to feel easy whenever I’m there.

Now it is true, and I have verified this during my three decades of service in the police. All national highways in northern India have small existing or mushrooming religious places. Wherever new highways or bypasses are needed, the work begins beforehand. During my postings in the field, whenever a new place started to take up, I made sure it was located away from highways and bridges. Their locations are usually near river bridges, rail overbridges, and the T-points of important junctures. Most of those have one or the other way to spy on the movements of military and paramilitary forces. You will find, without fail, they are located near the security installations. In Punjab, you will find these near the Military, Air Force, and paramilitary stations without fail. They can be seen near police units as well. I never mean that all such places are epicentres or sources of spying, but they need serious review by the internal security agencies. I have verified inputs that there are moles at such places. The country needs to build consensus to identify such places and relocate them to other locations away from critical locations, including Highways, Expressways, Railway network, waterways, water bodies, and high-security risk locations and installations. They can be cut off as early as possible; those that existed before 1947 and have heritage value may be kept as such, but with very effective counter-intelligence measures. All such religious places need funding for relocation. GOI shall have dedicated funding for the special purpose of high-value. This issue has an interconnection between internal Security and National security. The consensus and funding are very important; above all, a dedicated working group at the Delhi #MHA, with members from the stakeholder departments. @AmitShah. The issue has sensitivities, but an effective, professional approach by state and district administrations can address them, because the first point is data compilation on fair merit. Working out a paper for each location without clubbing one location with another, except where such locations are conjoint, at the very inception.

On my way to Beijing in Air Force One

Girls are shit with birthday gifts you'll hint for a Rolex all year & she'll turn up with a jar that's filled with 22 things she loves about you

Gonna change the game

You can never read this book enough times. Just picked up again for the 4th time

The Chandigarh Chair Now a collector’s item sold in high-value auctions after smuggling, it was designed by Chandigarh’s first chief architect Pierre Jeanneret and Eulie Chowdhury.

European feel in Chandigarh Chandigarh right now - the weather is pleasantly mild spring- a mild drizzle Best time to be here in Chandigarh Sector 17

how do I start a hedge fund

BREAKING: 🇺🇸 Billionaire Larry Silverstein just insured the Citi Bank building in Los Angeles against terrorist attacks.

The constant sense of urgency, the pressure of personal deadlines to achieve greatness, the habit of going to bed exhausted, it all took you far, only to burn you out, only to leave you just above mediocrity. In the end, you realized that being “good enough” wasn’t enough. You failed to be exceptional. You failed to be great. You failed to truly push your limits. And became just another slave to the grind. An absolute waste of potential.

oh

The secret to becoming who you want to be is just pretending you already are. As a neuroscientist, it's action that rewires the brain. not the other way around

What a market manipulation unfolding right before our eyes.

Tesla will be one of the companies to make AGI and probably the first to make it in humanoid/atom-shaping form

BOOM! Apple’s Neural Engine Was Just Cracked Open, The Future of AI Training Just Change And Zero-Human Company Is Already Testing It! In a jaw-dropping open-source breakthrough, a lone developer has done what Apple said was impossible: full neural network training– including backpropagation – directly on the Apple Neural Engine (ANE). No CoreML, no Metal, no GPU. Pure, blazing ANE silicon. The project (github.com/maderix/ANE) delivers a single transformer layer (dim=768, seq=512) in just 9.3 ms per step at 1.78 TFLOPS sustained with only 11.2% ANE utilization on an M4 chip. That’s the same idle chip sitting in millions of Mac minis, MacBooks, and iMacs right now. Translation? Your desktop just became a hyper-efficient AI supercomputer. The numbers are insane: M4 ANE hits roughly 6.6 TFLOPS per watt – 80 times more efficient than an NVIDIA A100. Real-world throughput crushes Apple’s own “38 TOPS” marketing claims. And because it sips power like a phone, you can train 24/7 without melting your electricity bill or the planet. At The Zero-Human Company, we’re not waiting. We are testing this right now on real ZHC workloads. This is the missing piece we’ve been chasing for our Zero Human Company vision: reviving archived data into fully autonomous AI systems with zero human overhead. This is world-changing. For the first time, anyone with a Mac can fine-tune, train, or iterate massive models locally, privately, and at a fraction of the cost of cloud GPUs. No more renting $40,000 A100 clusters. No more waiting in queues. No more massive carbon footprints. Training costs that used to run into the tens or hundreds of thousands of dollars? Plummeting toward pennies on the dollar – mostly just the electricity your Mac was already using while it sat idle. The AI revolution just moved from billion-dollar data centers to your desk. WE WILL HAVE A NEW ZERO-HUMAN COMPANY @ HOME wage for equipped Macs that will be up to 100x more income for the owner! We’re only at the beginning (single-layer today, full models tomorrow), but the door is wide open. Ultra-cheap, on-device training is here. The future isn’t coming. It’s already running on your Mac. Welcome to the Zero-Human Company era.

ੳ ਅ ੲ ਸ ਹ ਕ ਖ ਗ ਘ ਙ ਚ ਛ ਜ ਝ ਞ ਟ ਠ ਡ ਢ ਣ ਤ ਥ ਦ ਧ ਨ ਪ ਫ ਬ ਭ ਮ ਯ ਰ ਲ ਵ ੜ

Apple will either acquire this or sherlock it within 18 months. They can’t let a third party own the fastest path from idea to App Store. Rork just abandoned their entire React Native stack for native Swift. This company raised $2.8M from a16z building cross-platform apps from prompts. Rork Max throws that away and bets everything on Apple-native. That’s a complete technical pivot, not an iteration. The “replaces Xcode” line is the real announcement. Xcode is a 21-year-old IDE that Apple has zero competitive pressure to modernize. Every iOS developer complains about it. Nobody builds against it because Apple controls the entire toolchain from compiler to App Store submission. Rork is betting that Claude Code can generate Swift well enough to bypass that monopoly entirely. The timing tells you something. They chose Claude Code and Opus 4.6 over GPT-5, which means they tested both and Anthropic’s code generation won for native Swift output. That’s a live benchmark result disguised as a partnership announcement. If Rork Max can actually one-shot native Swift apps for iPhone, Watch, iPad, TV, and Vision Pro from a browser, the IDE, the build system, the simulator, the provisioning profiles… all of that complexity collapses into a website. There are 34 million registered Apple developers. Most of them hate Xcode. Rork just showed them the exit, and Apple can’t afford to let someone else own the door.

the reason he won

Andrej Karpathy just released microGPT: the entire GPT algorithm in 243 lines of pure Python with zero dependencies. You can read it in one sitting and actually understand how LLMs work instead of treating them as black boxes. When someone who led Tesla's Autopilot and helped found OpenAI says this is as simple as it gets, it means the field is maturing from research mystery to engineering clarity. This is the K&R of language models. x.com/karpathy/status/202169…