People talk, listen, watch, think, and collaborate at the same time, in real time. We've designed an AI that works with people the same way.
We share our approach, early results, and a quick look at our model in action.
https://t.co/AFJZ5kH7Ku
No action, no mobilisation, just hollow words @dtptraffic@DelhiPolice@BJP4Delhi
Attached is another video from today drive from Gurgaon to Delhi using the MG Road. Attachments:
1. Video while driving from Arjan Garh crossing to Chattarpur
2. Screenshots of private cars on the wrong side with their number plates clearly visible.
MG Road drive every morning is like an obstacle course. 2/3/4 wheelers openly flouting norms., wrong side driving, helmet less riding, breaking red lights, answering calls while riding/driving. Your intervention is highly solicited @dtptraffic@DelhiPolice@BJP4Delhi
@dtptraffic@DelhiPolice@BJP4Delhi@MehrauliTi@dcp_tsr Nothing has changed really, please refer to the videos from today. The entire MG road from Chattarpur to ArjanGarh is covered with people driving and riding dangerously. Please act and intervene in this matter of grave concern.
It is sickening to meet people in Dubai who’ve lived their for many years. They are a bunch of self entitled pricks who’d just talk about staycations, new food outlets, and traveling to Georgia or North Africa on the weekend. I’d spent 6 months in that hell hole and that too during Covid when the place had literally become a cage. And apparently it was being sold as a dream destination which could manage a travesty like no one else. And quite frankly it felt like living in a rehab with bad weather and stupid food.
It is built on blood & corrupt money, and I could recall a sales head in a realty company talking about how the money meant for a flyover in Lebanon landed in Dubai to buy floor plates in downtown. They give safe havens to not just unaccounted wealth, but war criminals and people/institutions with questionable backgrounds.
Their companies(read Emirati companies) are practically being run, managed and controlled by juveniles.
They(your friends from home who are working and settled in the UAE for a while) would pounce on you when you arrive to show you their glittering life and then slowly yet gradually you’d come to know their sad reality.
An absolutely brilliant Day 3 War Recap.
Iran was mightily underestimated.
All sides are about to escalate their engagement…and things are set to get very bad, very fast.
Read the below…and hope cooler heads prevail.
I am a diplomatic aide in the Sultanate of Oman's Ministry of Foreign Affairs.
My job is logistics. When two countries that cannot speak to each other need to speak to each other, I book the rooms. I prepare the briefing materials. I make sure the water glasses are the right distance apart. You would be surprised how much of diplomacy is water glasses. Too close and it feels informal. Too far and it feels like a tribunal. I have a chart.
We had a very good month.
Since January, Oman has been mediating indirect talks between the United States and Iran on Iran's nuclear program. The talks were held in Muscat and in Geneva. The Americans would sit in one room. The Iranians would sit in another room. I would walk between them. My Fitbit says I averaged fourteen thousand steps on negotiation days. The hallway between the two rooms at the Royal Opera House conference center is forty-seven meters. I walked it two hundred and twelve times in February. This is good for my cardiovascular health. It was less good for my knees. Both are in the service of peace.
By mid-February, we had something.
Iran agreed to zero stockpiling of enriched uranium. Not reduced stockpiling. Zero. They agreed to down-blend existing stockpiles to the lowest possible level. They agreed to convert them into irreversible fuel. They agreed to full IAEA verification with potential US inspector access. They agreed, in the Foreign Minister's phrase, to "never, ever" possess nuclear material for a bomb. I have worked in diplomacy for seven years. I have never seen a country agree to this many things this quickly. I made a spreadsheet of the concessions. It had fourteen rows. I color-coded it. Green for confirmed. Yellow for pending. By February 21 the spreadsheet was entirely green. I printed it. It is on my desk in Muscat. It is still green.
That phrase took eleven days. "Never, ever." The Iranians initially offered "not seek to." The Americans wanted "will not under any circumstances." We landed on "never, ever" at 2:14 AM on a Tuesday in Muscat. I typed the final version myself. I used Times New Roman because Geneva prefers it. The document was fourteen pages. I was proud of every comma.
Here is what they said, in the order they said it.
February 24: "We have a once-in-a-generation opportunity." — The Foreign Minister, private briefing to Gulf Cooperation Council ambassadors. I prepared the slide deck. Slide 14 was the implementation timeline. Slide 15 was the signing ceremony logistics. I had reserved the Palais des Nations in Geneva, Room XX. It seats four hundred. We discussed pen brands for the signing. The Iranians preferred Montblanc. The Americans had no preference. I ordered twelve Montblanc Meisterstucks at six hundred and thirty dollars each. They arrive on Tuesday.
February 27, 8:30 AM EST: "The deal is within our reach." — The Foreign Minister, CBS Face the Nation. He sat across from Margaret Brennan. He said broad political terms could be agreed "tomorrow" with ninety days for technical implementation in Vienna. He said, and I wrote this line for the briefing card he carried in his breast pocket: "If we just allow diplomacy the space it needs." He praised the American envoys by name. Steve Witkoff. Jared Kushner. He said both had been constructive.
I watched from the Four Seasons Georgetown. The minibar had cashews. I ate the cashews. They were nineteen dollars. The most expensive cashew I have ever eaten. But it was a good morning and we were within our reach.
February 27, 2:00 PM EST: Meeting with Vice President Vance, Washington. The Foreign Minister presented our progress. Zero stockpiling. Full verification. Irreversible conversion. "Never, ever." The Vice President used the word "encouraging." His aide took notes on an iPad. The aide did not make eye contact for the last nine minutes of the meeting. I noticed this. Noticing things is the only part of my job that is not water glasses.
February 27, 4:00 PM EST: "Not happy with the pace." — President Trump, to reporters.
Not happy with the pace.
We had achieved zero stockpiling. Full IAEA verification. Irreversible fuel conversion. Inspector access. And the phrase "never, ever," which took eleven days and cost me two hundred and twelve trips down a forty-seven-meter hallway.
Every American president since Carter has failed to get Iran to agree to this. Forty-five years.
Not happy with the pace.
February 27, 9:47 PM EST: The Foreign Minister's flight departs Dulles for Muscat. I am in the seat behind him. He is reviewing Slide 14 on his laptop. The implementation timeline. Vienna technical sessions. The signing ceremony. The pens.
I fall asleep over the Atlantic. I dream about water glasses.
February 28, 6:00 AM GST: I wake up to push notifications.
February 28: "The United States has begun major combat operations in Iran." — President Trump.
Operation Epic Fury. Coordinated airstrikes. The United States and Israel. Tehran. Isfahan. Qom. Karaj. Kermanshah. Nuclear facilities. IRGC bases. Sites near the Supreme Leader's office. Israel called their half Operation Roaring Lion. Someone in both governments spent time choosing these names. Epic Fury. Roaring Lion. I spent eleven days on "never, ever." They spent it on branding. The President said Iran had "rejected American calls to halt its nuclear weapons production."
Rejected.
Iran had agreed to zero stockpiling. Iran had agreed to full verification. Iran had agreed to "never, ever." Iran had agreed to everything in a fourteen-page document that I typed in Times New Roman.
The President said they rejected it.
I do not know which document the President was reading. I know which one I typed.
February 28, 18:45 UTC: Iran internet connectivity: four percent. — NetBlocks, confirmed by Cloudflare. Ninety-six percent of a country went dark. You cannot negotiate with a country at four percent connectivity. You cannot negotiate with a country that is being struck. You cannot negotiate. This is not a political opinion. This is a logistics assessment.
February 28: The governor of Minab reported forty girls killed at an elementary school.
I do not have logistics for that. There is no slide for that. The water glass chart does not cover that.
February 28: Lockheed Martin: up. Northrop Grumman: up. RTX: up. Dow futures: down six hundred and twenty-two points. Gold: five thousand two hundred and ninety-six dollars. An analyst at AInvest published a note titled "Iran Strikes: Tactical Plays." The note recommended positions in oil, defense stocks, and gold.
The most expensive cashew I have ever eaten was nineteen dollars. The most expensive pen I have ever ordered was six hundred and thirty dollars. The math suggests I have been working in the wrong industry. Defense stocks do not require water glasses. Defense stocks do not require eleven days. Defense stocks require one morning.
February 28: Israel closed its airspace and its schools. Iran launched retaliatory missiles toward US bases in the Gulf. The Supreme Leader promised a "crushing response." Israel's defense minister declared a permanent state of emergency. Everyone is using words I recognize in an order I do not. I recognize "permanent." I recognize "emergency." I do not recognize them next to each other. In diplomacy, nothing is permanent and everything is an emergency. In war it is the reverse.
February 28: The Foreign Minister has not made a public statement.
The briefing card is still in his breast pocket. It still says "within our reach."
The math on this project should mass-humble every AI lab on the planet.
1 cubic millimeter. One-millionth of a human brain. Harvard and Google spent 10 years mapping it. The imaging alone took 326 days. They sliced the tissue into 5,000 wafers each 30 nanometers thick, ran them through a $6 million electron microscope, then needed Google’s ML models to stitch the 3D reconstruction because no human team could process the output.
The result: 57,000 cells, 150 million synapses, 230 millimeters of blood vessels, compressed into 1.4 petabytes of raw data. For context, 1.4 petabytes is roughly 1.4 million gigabytes. From a speck smaller than a grain of rice.
Now scale that. The full human brain is one million times larger. Mapping the whole thing at this resolution would produce approximately 1.4 zettabytes of data. That’s roughly equal to all the data generated on Earth in a single year. The storage alone would cost an estimated $50 billion and require a 140-acre data center, which would make it the largest on the planet.
And they found things textbooks don’t contain. One neuron had over 5,000 connection points. Some axons had coiled themselves into tight whorls for completely unknown reasons. Pairs of cell clusters grew in mirror images of each other. Jeff Lichtman, the Harvard lead, said there’s “a chasm between what we already know and what we need to know.”
This is why the next step isn’t a human brain. It’s a mouse hippocampus, 10 cubic millimeters, over the next five years. Because even a mouse brain is 1,000x larger than what they just mapped, and the full mouse connectome is the proof of concept before anyone attempts the human one.
We’re building AI systems that loosely mimic neural networks while still unable to fully read the wiring diagram of a single cubic millimeter of the thing we’re trying to imitate. The original is 1.4 petabytes per millionth of its volume. Every AI model on Earth fits in a fraction of that.
The brain runs on 20 watts and fits in your skull. The data center required to merely describe one-millionth of it would span 140 acres.
The food delivery apps have contributed in killing the social infrastructure of India., we don’t step out no more until or unless it is necessary to accomplish something undoable without our presence.