theo
2.7K posts


@helansydney Have you seen the X community they made for your team? Would you care to join?
x.com/i/communities/…
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The Bitter Lesson Behind Building Agentic RL in Terminal Environments
This blog post summarizes our practical experience over the past three months working on Agentic RL.
For more details, please refer to: faithful-almanac-add.notion.site/The-Bitter-Les… #LLM #RL #Agent #AgenticRL
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@pati_marins64 Have you seen the fund they created for you? We set up a fundraiser and it's all being sent to your wallet, have you seen it?

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The Israeli Strike Near Iran’s Reactor is an Ominous Signal
The US and Israel find themselves cornered with dwindling options and growing desperation.
This is evident in their attacks on Iran’s electrical grid and their calculated attempt to shift the Overton Window toward the nuclear threshold.
The statement by Trump advisor David Sacks, suggesting Israel could escalate the conflict with nuclear options, coincides with a missile strike landing just 350 meters from the Bushehr reactor.
This isn’t just a warning; it’s a veiled threat.
It’s a trial balloon designed to gauge the global reaction to such a catastrophic possibility.
A direct hit on an Iranian reactor would inevitably force Iran to retaliate against Dimona, leading us into a spiral of nuclear escalation, but what if Dimona be empty?
As global opinion is being tested, this "window" is being meticulously shifted and calibrated.
Currently, US-Israeli options, beyond aerial bombardment, include sector-specific ground operations. But what if these operations end in disaster?
Even a NATO intervention might change nothing. In Libya, European NATO forces depleted their ammunition in about 10 days during a low-intensity conflict.
Today, Rheinmetall claims European stockpiles are bone-dry. While I usually take Rheinmetall’s claims with a grain of salt, this time it actually makes sense.
We are looking at a scenario of severe ammunition shortages against a heavily entrenched and well-armed Iran.
Any landing operation would be a bloodbath. I believe that, faced with mounting internal and external failures, the US and Israel will gradually push the Overton Window to a choice between total defeat or the use of tactical nuclear weapons, in the event of a catastrophic failure of ground operations.
Tactical nuclear weapons are strictly forbidden for use, yet their radiation dissipates within weeks in the current environment.
Even so, it would constitute a grave war crime. I do not believe the U.S. would embark on such a path, but I cannot say the same for Israel.
Ending the war with Iran still possessing enriched uranium would be equivalent to admitting that Netanyahu, instead of increasing his people's security, did the exact opposite. The internal pressure would be immense.
If nothing goes as planned and the death toll rises, I feel this window can shift much faster.

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@prestonjbyrne @Breakerg Have you seen the community they made for it? Would you care to join?
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@elonmusk @Huff4Congress @grok @nonieengel @xai Will you change your profile picture to one of yourself?
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I asked @Grok Imagine to make a tremendous video with the new Chibi filter, a really remarkable video - has anyone ever seen a better video than this?
cc @nonieengel @xai

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@nickshirleyy @AntiFraudClub_ They made a X community for Anti Fraud Club, have you seen it? Would you care to join?
x.com/i/communities/…
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NYC is now spending $81,000 per homeless person
The average median household income is $81,000 for a New Yorker
You work hard and receive nothing in return while the homeless receive your entire paycheck for free
Stop the waste and fraud.
Anti Fraud@AntiFraudClub_
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I’m sure you do.
Voting all the way from West Asia.
Can we get rid of these trolls, @elonmusk

Doc 🧲@KayTheDoc
I regret voting for Trump
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@pati_marins64 They created a fundraiser for you on pump fun, have you seen it?
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Tonight I wrote a piece on my Substack showing that Trump/Netanyahu have the same mirages Saddam once had about a military action in Iran.
In Iran, when the land is flat, it is also surrounded by mountains, and on those mountains there are fortified positions made with Iranian UHPC, one of the best in the world.
Any action there can potentially become a desert Mogadishu.
@global21" target="_blank" rel="nofollow noopener">substack.com/@global21
Faytuks News@Faytuks
BREAKING: US mulls deploying thousands of additional troops to the Middle East, according to US officials - Reuters One option for securing the Strait of Hormuz includes deploying troops to Iranian shores.
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@nikitabier @___4o____ Why don't you guys create a Memes account and reward people for Memes
Memes are literally everywhere on twitter and are the most engaged all over the internet
Reward people that create memes? Is that an idea you guys are looking at or no?
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We tried something. It didn’t work.
And we took those learnings and decided to reward Articles instead of single posts.
Articles have grown 20x since December and they are now the largest blogging product on the internet by traffic.
In consumer product development, you sometimes take non-linear paths to discover opportunity.
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@StakeEddie @RicosRevengev Do you have a solana wallet Eddie? Let us donate some funds
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@nickshirleyy @Johnathong364 Have you seen this X community? They made it to raise funds for you
x.com/i/communities/…
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After last nights and the constant doxxing attempts and threats from people who want to attack me largely due to politicians and leftist hate filled rhetoric as I expose billion dollar fraud schemes stealing from taxpayers
I’ve decided it’s time to raise money for security cost once again unfortunately
You can donate here: blacklineguardianfund.com
If you cannot donate no pressure whatsoever, please like and share this so it can get in the eyes of those that can.
God bless,
Nick
Nick shirley@nickshirleyy
@bourne_beth2345 @ucdavis People trying to dox me in real time Expose fraud and have you life threatened 24/7 “Run him out of town” for what? Exposing fraud? This is what happens when leftist paint you as a villain for doing something good for the country. Fraudsters always complain the loudest.
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@nickshirleyy @DianePalumbo2 Do you have a solana wallet so the trenchers can send funds to your wallet through pump fun?
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@DianePalumbo2 Wow thank you so much 🙏🏼 will get put to good use!
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@xiaoaishiteru You could literally get anything you want, they already raised $5k+ for you, just post your solana wallet
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yall I'm busyyyyyyy I do not fw crypto but I will always accept crypto bros buying out garbonzo's amazon wishlist
amazon.ca/hz/wishlist/ls…
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