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I hope everyone had a great 4th of July. I know @realDonaldTrump and family did.
250 years ago we declared independence from a king who ran the colonies as a family business. In just 18 months the Trumps have made King George look like an amateur.
A $620 million Pentagon loan, the largest in the program’s history, to a company Don Jr.’s firm bought into three months before.
An Air Force drone contract to a startup the princelings took public through a golf course company they own a piece of.
The Army’s largest drone motor order ever, to a company where Don Jr. sits on the board and holds millions in stock.
A $24 million Pentagon robotics contract to the company that employs Eric as Chief Strategy Advisor.
A stake in the largest undeveloped tungsten deposit on earth, in Kazakhstan, backed by $1.6 billion in US government support.
Jared’s fund seeded with $2 billion from the Saudi crown prince, now $6.2 billion, 99% of it foreign money from Gulf governments. Over $110 million in fees collected from the Saudis alone. He negotiates American foreign policy with the governments that pay him.
$2.3 billion from crypto ventures their father regulates. More than a million people bought in and lost $2.3 billion. The money didn’t grow. It simply moved from the subjects pockets to the crown’s coffers.
And the next one is already drafted. A proposed ATF rule that will allow guns to be shipped straight to your front door. The government’s own estimate is 3.3 million home gun deliveries a year. Don Jr. sits on the board of the online gun megastore built to cash in. He holds 300,000 shares.
And that’s only the fraction they’ve allowed us to see. Not one subpoena served. Not one search executed. Why hide anything when you own the investigators?
Me? They searched a laptop for six years. Federal prosecutors. Grand juries. Subpoena power. Congressional hearings. They found nothing. I made about $200k a year selling paintings when my Dad was President, and they made my paintings part of an impeachment inquiry.
For six years they’ve asked Where’s Hunter? What about the laptop?
Wrong questions. The right one is 250 years old. Does America belong to a family?
They’ve given their answer. Long live the King.
Introducing the Open Knowledge Format (OKF), an open specification that formalizes the LLM-wiki pattern into a portable, interoperable format.
AI is only as smart as the context we give it. As we build more advanced, agentic AI systems, they need accurate metadata and context to be useful. But in most organizations, that context is locked inside fragmented data catalogs, isolated wikis, scattered code comments, or the minds of senior engineers. Every time a new AI agent is built, teams are forced to solve the exact same context-assembly problem from scratch.
To solve this, we've announced OKF, a vendor-neutral, open specification that formalizes the "LLM-wiki pattern" into a portable, interoperable format. It provides a standardized way to represent the enterprise knowledge that modern AI systems rely on.
— Just markdown: readable in any editor, renderable on GitHub, indexable by any search tool
— Just files: shippable as a tarball, hostable in any git repo, mountable on any filesystem
— Just YAML frontmatter: for the small set of structured fields that need to be queryable: type, title, description, resource, tags, and timestamp
We’ve also shipped reference implementations to help you hit the ground running, including an enrichment agent for BigQuery, a static HTML visualizer, and live sample bundles on @github → https://t.co/ilhAMCrcTc
➕ Knowledge Catalog can now natively ingest OKF!
Stop reinventing data models and building bespoke integrations for every new AI tool. Here's more about how OKF works → https://t.co/FR4kJRsgEH
Of the 97, 14 were charged with sex crimes, including child molestation and possession of child pornography.
These are the monsters Trump released back onto our streets.
Operation Toofan : The Narco Hunt
From today …
Aimed at overhauling drug mafia in the state in coordination with Health and Excise departments, this Operation is aimed at destroying the drug menace from its root.
Need prayers and support for the initiative !
@joeschmidtiv 100% agree … We are building this exact same thing, and this is where I think agentic decision intelligence will, I believe create more value than agentic general intelligence
Trump just defeated the sole Republican who forced DOJ to start releasing the Epstein files.
Tells you everything you need to know about Trump — and what’s left of the feckless @GOP.
The #UDF Government has walked the talk. In our very first Cabinet meeting, we approved a ₹3,000 hike in the honorarium for #ASHAworkers and created a dedicated portfolio for the welfare of the elderly.
Honorarium hikes for #Anganwadi workers, cooking workers, pre-primary teachers and ayas have also been approved. Free #KSRTC travel for women will come into effect from June 15.
Delivering on our promises from day one.
#UdfManifesto
https://t.co/CpaYoO84Aw
International News Of The Day :
US President Donald Trump meets
China President Xi Jinping in Beijing! World’s two biggest economies are likely to enter into a trade deal and also try to reduce West Asia tensions.
மாண்புமிகு தமிழ்நாடு முதலமைச்சராகப் பொறுப்பேற்றுள்ள திரு. விஜய் அவர்கள் அரசியல் நாகரிகத்துடன் என்னைச் சந்தித்து வாழ்த்து பெற்றார்.
அவருக்கு என் அன்புநிறை வாழ்த்துகளையும், ஆலோசனைகளையும் வழங்கினேன்.
@TVKVijayHQ@Udhaystalin
The FDA just approved colorful fruit-flavored vapes.
Nothing says “Make America Healthy Again” like marketing cotton-candy flavored nicotine to middle schoolers.
When he's not busy cutting off penises from dead animals, RFK Jr. is busy being a total MAHA fraud!
Thank you, Hon'ble @PMOIndia, for your greetings. The well-being of our people remains our only goal.
Transcending politics, we shall focus on the State's progress and the welfare of people of Tamil Nadu. We look forward to the Union Government’s support in this endeavor.
US holds huge lithium deposits—2.3 million metric tons of undiscovered—in Appalachian region, with enough supply to replace 328 years of U.S. imports, USGS study finds.
DeepSeek-V4 is a full-stack redesign of LLMs around long context + efficiency
Here are some of the changes:
- Hybrid attention: Compressed Sparse Attention (CSA) + Heavily Compressed Attention (HCA) for long-context efficiency
- 1M-token context becomes ~3–10× cheaper in memory and compute
- New residual connections (mHC) + Muon optimizer help to train trillion-scale models without constant collapse
- FP4 quantization is used during training (not only inference)
- More efficient Mixture-of-Experts model with 1.6T params, but only ~49B active per token is achieved via improved roughing + light sequence-level regularization + hash routing in early layers
Post-training recipe is also different
- train specialists (math, code, agents)
- merge via distillation (OPD)
- cleaner and more scalable than RLHF
All of this is about making models smarter per FLOP + per token
RAI has exclusive audio of Paolo Zampolli where he reveals the existence of a deal struck between him and Melania Trump before the 2016 presidential election! They plan to release the audio on Sunday as part of their investigative report. 👀