@satyanadella @grok does this document address anything about the needs for training and learning how to use AI in agentic capabilities?
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Tu Beez
78 posts
Every firm will need to reconceptualize work as they build agentic systems.
As AI and agents take on more of the execution, the opportunity is to expand human agency and redesign how work gets done.
An in-depth look from the team at what this shift means and key considerations for every business: microsoft.com/en-us/worklab/…
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@marktilbury @marktilbury what about the mass migration from cultures that don't want to coexist and the stifling of free speech?
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What do you think is the biggest problem in the UK faces right now?
If you enjoyed this thread, follow me @marktilbury and repost this thread to share it with a friend.
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I'm British.
The UK is a warning to the rest of the world.
Please listen very carefully:
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🇯🇵 Japan is now the first country to fire an electromagnetic railgun from a warship at a moving target.
China has spent decades building a missile-heavy navy using anti-ship missiles.
A working ship-based railgun changes the entire dynamic.
Clip: @IsabellaAn67
Mario Nawfal@MarioNawfal
🚄 Japan’s L0 Maglev is set to become the fastest passenger train on Earth. - It uses no wheels - It hit a mind-blowing 375 mph (603 km/h) world record. - It operates by hovering 4 inches (10 cm) above the tracks using magnetic repulsion - It uses superconducting magnets cooled to -452°F (-269°C) to lift, guide, and propel the train, completely eliminating friction. This thing doesn’t ride on rails, it levitates and glides like sci-fi magic. When it eventually enters service (estimated for 2034-2035), it’ll slash the Tokyo–Nagoya trip to just 40 minutes. Japan didn’t just build a faster train… they built the future of ground transportation. Absolute engineering flex.
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.@grok please explain AB 2624 objectively; as well as who proposed it and their base of donors and the impact that might have
Nick shirley@nickshirleyy
California is trying to pass a bill that would criminalize investigative journalism with misdemeanors, $10,000 fines, imprisonment, and content takedown. The proposed bill is titled AB 2624 and was made after I exposed mass fraud by immigrant groups in America. Under AB 2624, government-funded entities like the Somali “Learing” Daycare centers would be protected from being exposed if they operated inside California. The enemy truly is within. When our politicians would rather protect fraudsters and illegal migrants, it’s time for us to stand up or face mass oppression from the traitors who “rule” over us.
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Imagine being this threatening and emboldened when you are a minuscule minority in Scotland. Now imagine when demographic realities change...
The West better wake up very soon...
Islam Invasion 🚨@IslamInvasion
"Any disrespect of our prophet will not be tolerated!" In Glasgow Scotland, they are vouching to implement Sharia law to enforce respect for Muhammad and the Quran. When they are the majority, we will lose all of our freedoms!
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@JohnCleese @JohnCleese you can always count on us to do the right thing, after all other options have been exhausted...
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Isn't it odd that America never realised that Hitler was a very bad man until just a few moments after Pearl Harbor was bombed
That was the moment when the penny dropped and
America's commitment to Freedom kicked in
Armchair Admiral 🇬🇧@ArmchairAdml
The main reason Britain is not speaking German is the RAF, Royal Navy and British Army. The Army held off the Germans and made it out of Dunkirk, the Navy was far stronger than Germany’s, and the RAF won the Battle of Britain. Wish we’d stop with this bullshit.
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@grok take the persona of a biochemist, naturopath and a libertarian regulatory lawyer speaking to a scholarly audience: when can this method be available to the general audience, how can an individual access this method before it becomes legal in the U.S., what is the regulatory pathway, and what natural methods may be utilized until one can access this or could be done as a substitute to some degree to activate similar mechanisms?
temperature=0.1, top_p=0.1
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This is huge. First real step toward reversing human aging.
"Scientists are now testing a method that can reset the biological age of cells in humans for the first time."
"The therapy uses three reprogramming genes, OCT4, SOX2, and KLF4 (OSK) to restore youthful gene activity without turning cells into stem cells."
"Unlike full reprogramming, this approach avoids using c-MYC, reducing the risk of uncontrolled cell growth and cancer."
"The treatment, called ER-100, has received FDA clearance and is entering Phase 1 human trials."
"The first targets are age-related eye diseases like glaucoma and optic nerve damage."
"In animal studies, the same approach restored vision by rejuvenating damaged nerve cells."
"Instead of treating symptoms, this method attempts to reset the epigenetic clock, the root cause of cellular aging."
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In 19 days, a jury in Oakland is going to decide whether the entire legal foundation of the AI industry is built on fraud.
Everyone thinks the Musk vs Altman lawsuit is a billionaire grudge match.
Two egos, one grudge, a $150 billion damages number designed for headlines.
Easy to dismiss. Easy to scroll past.
That's exactly what Altman wants you to think.
Because what's actually on trial on April 27 is something much BIGGER than Elon's hurt feelings...
A jury is going to decide whether you can legally take billions of dollars in nonprofit donations, use them to build the most valuable technology in human history, and then quietly convert that nonprofit into a for-profit company worth $850 billion.
If the answer is no, the entire AI industry has a problem.
Because OpenAI is not the only company that did this:
Anthropic was founded by OpenAI defectors using the same nonprofit-first mission language.
xAI pitches itself as building AI "for humanity."
Every frontier lab has used the moral cover of "we're doing this for the good of the world" to attract talent, capital, and regulatory goodwill they would have never gotten otherwise.
An Elon win doesn't just touch OpenAI. It creates a legal precedent that every AI company built on a nonprofit or public benefit promise becomes vulnerable to shareholder and donor clawback suits.
That's why this case matters. And that's why Altman is panicking.
Just look at what he did this week:
Elon filed a motion demanding the court remove Altman and Brockman from their roles and FORCE OpenAI to return to its nonprofit origins.
Then he amended the suit to say if he wins the $150 billion, all of it goes to OpenAI's charity arm. Not him. Zero dollars to Elon personally.
That amendment was surgical. It stripped Altman of his entire public defense.
He can no longer claim this is about Elon's ego or Elon's bank account. Elon is now legally on record saying he just wants the mission back.
OpenAI's response was to panic-write a letter to the California and Delaware attorneys general asking them to investigate Elon for "anti-competitive behavior." Their strategy chief publicly accused Elon of coordinating attacks with Mark Zuckerberg.
They called the lawsuit "harassment driven by ego and jealousy."
That's NOT the response of a company that thinks it's going to win.
Real companies with real defenses don't ask the government to silence the person suing them 3 weeks before trial. They let the evidence speak.
OpenAI is scrambling because they know what's in discovery.
Elon's team has been building this case for two years. Emails, board minutes, internal conversations about the conversion.
The kind of paper trail that juries understand and executives can't explain away.
And the timing couldn't be worse...
OpenAI is trying to IPO at $852 billion. They just raised $122 billion. Microsoft has $135 billion of exposure to them.
A jury verdict that even partially sides with Elon in late April or May would crater the entire IPO runway and send shockwaves through every major AI investor on Earth.
This is why Altman spent the last 2 weeks doing press tours and policy blueprints and "super intelligence agendas" aimed at Washington. He's trying to REFRAME himself as the responsible statesman of AI right before a jury decides if he's a con artist.
Most people will watch this trial start and think it's celebrity drama.
The smart money is watching it and realizing that the legal foundation of the AI boom is about to be tested in court for the first time EVER.
And if that foundation cracks, everything built on top of it is at risk.
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@chamath It's why I left the state, Chamath
Come follow me & your besties
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California is going bankrupt before our eyes.
Christopher F. Rufo ⚔️@christopherrufo
EXCLUSIVE: Multiple senior HHS officials estimate that, under Gavin Newsom, California's state Medicaid program has lost 25 percent of its budget to fraud. This would mean it is currently losing $50 billion a year to scammers, fraudsters, and organized crime rings.
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Anthropic should announce it is now open source “since you have it anyway.”
Notice no one said the code is slop.
In every painful moment there are always gifts.
The gift is that we all know now that Anthropic’s code is pretty damn good.
Jeremy@Jeremybtc
Anthropic accidentally leaked their entire source code yesterday. What happened next is one of the most insane stories in tech history. > Anthropic pushed a software update for Claude Code at 4AM. > A debugging file was accidentally bundled inside it. > That file contained 512,000 lines of their proprietary source code. > A researcher named Chaofan Shou spotted it within minutes and posted the download link on X. > 21 million people have seen the thread. > The entire codebase was downloaded, copied and mirrored across GitHub before Anthropic's team had even woken up. > Anthropic pulled the package and started firing DMCA takedowns at every repo hosting it. > That's when a Korean developer named Sigrid Jin woke up at 4AM to his phone blowing up. > He is the most active Claude Code user in the world with the Wall Street Journal reporting he personally used 25 billion tokens last year. > His girlfriend was worried he'd get sued just for having the code on his machine. > So he did what any engineer would do. > He rewrote the entire thing in Python from scratch before sunrise. > Called it claw-code and Pushed it to GitHub. > A Python rewrite is a new creative work. DMCA can't touch it. > The repo hit 30,000 stars faster than any repository in GitHub history. > He wasn't satisfied. He started rewriting it again in Rust. > It now has 49,000 stars and 56,000 forks. > Someone mirrored the original to a decentralised platform with one message, "will never be taken down." > The code is now permanent. Anthropic cannot get it back. Anthropic built a system called Undercover Mode specifically to stop Claude from leaking internal secrets. Then they leaked their own source code themselves. You cannot make this up.
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@SecScottBessent @FT Buh bye FT! I will no longer trust a word you publish
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By publishing this explicitly false story, the @FT has officially become tabloid trash for market participants.
Despite my direct, on-the-record denial of ever having advocated, explored, or espoused the idea that Chancellor-Bank of England statute serving as a prototype for a Treasury-Federal Reserve relationship, FT journalists manufactured a story with the headline, “Scott Bessent praised Bank of England as model for tighter oversight of the Federal Reserve.”
These pathetic journalists have clearly fabricated a story to give the impression that both I and the Trump Administration are setting “about restructuring the relationship… at a time when President Donald Trump has launched an unprecedented assault on the world’s most important central bank.”
Their mendacious assertion is based on vague statements from unnamed “financial industry executives familiar with the matter.”
In short, FT has literally manufactured an entirely fake policy position for me and the Administration. Other than furthering a maliciously false narrative of dysfunction and divisiveness, it baffles the mind as to why they would shred their already diminished journalistic credibility.
Over the past 10 years, I have written more than 20,000 words opining on the Federal Reserve decisions, personnel, structure, and modifications. Nowhere have I ever mentioned this ridiculous notion.
The Governor’s letters to the Chancellor have proven to be a useless and perfunctory device.
There is much to be said about the storied Bank of England, but any recreation of its operating framework on this side of the Atlantic has never been contemplated.
The shameful journalists and editors at the FT are shocking in their meretriciousness, lack of standards, and general intellectual libertinism. It is the worst tradition of Fleet Street to manufacture news rather than report on it.
They have brought irredeemable shame to their parent organization, Nikkei Inc., with whom I had previously held excellent relations.
In 2025, I laid out a comprehensive 6,000+ word review of each and every policy reform that I believe should be adopted by the Federal Reserve.
Read my actual, real thoughts on and proposals for Federal Reserve reform at the International Economy: international-economy.com/TIE_Sp25_Besse…
Financial Times@FT
FT exclusive: US treasury secretary Scott Bessent discussed tightening the US Treasury’s oversight of the Federal Reserve by adopting elements of the Bank of England’s model ft.trib.al/6dgGvkh
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@DailyMail Insane. Completely deliberate.
Of course the FBI is nowhere to be found while Kash Patel fulfills his make-a-wish-kid dreams.
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Mystery of five missing scientists sends chill across America. Three are dead. And one troubling link is now under scrutiny in DC trib.al/CL9h0mz
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In Dalio's Big Cycle framework, for Stage 6 (breakdown) or 7 (rebuilding post-conflict), hard assets besides gold that often hold value include silver, platinum, real estate, farmland, timber, and commodities like oil or copper. They hedge against inflation and devaluation, but risks vary—diversify wisely. (248 chars)
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Ray Dalio's article examines the decline of the post-1945 global order through his "Big Cycle" framework, noting we're in Stage 6 where power trumps rules. He warns of rising geopolitical tensions, debt crises, and "capital wars" where nations weaponize finance, drawing parallels to 1929. Key advice: Diversify into gold and hard assets to hedge against devaluation and instability. (278 characters)
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Thank you to our collaborators for their partnership. The preprint is available on arXiv and is being submitted for publication.
We welcome feedback from the community. arxiv.org/abs/2602.12176
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GPT-5.2 derived a new result in theoretical physics.
We’re releasing the result in a preprint with researchers from @the_IAS, @VanderbiltU, @Cambridge_Uni, and @Harvard. It shows that a gluon interaction many physicists expected would not occur can arise under specific conditions.
openai.com/index/new-resu…
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@CraigBrockie @grok is there any indication from this study or other similar studies that this type of therapy could be used to improve arthritis in facet joints, and in the lumbar region of the lower back?
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Stanford scientists may have just killed the $65B knee and hip replacement industry.
They made a breakthrough that could regrow aging cartilage and reverse arthritis.
Here's the breakdown:
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