devzilla

People are capable of far more than they think, on far shorter timelines. Problems expand to fill the time you give them.

Actually, AI already saves lives. In several countries, mammograms are examined by AI and radiologists. Reliability is improved. In the EU, every car sold must be equipped with Automatic Emergency Braking Systems. That's AI. They reduce frontal collisions by 40%. Modern MRI machines are equipped with AI technology that reduces the time of imaging by 4x or more. You can now get a full-body MRI in 40 minutes for about $1000. Reduced time -> reduced cost -> more/earlier detection. And that's not counting the progress in medicine enabled by modern AI, including Nobel Prize-winning protein structure prediction.

@RapidResponse47 The only time Article 5 was ever invoked since the formation of NATO was to assist the United States after 9/11. But yeah. Orange man isn’t known for the truth.

Maybe if the Republican party hadn't consistently been anti-science, anti-intellectual, anti-academic freedom, hadn't imposed ridiculous restrictions on visas for foreign scientists and graduates, and hadn't promoted obscurantist policies academics would not have abandoned it. The big shock was Reagan. Blame him.

@SatoshiCheckEco @justinsuntron Actually true. Now more expensive than Ethereum and BSC.

@justinsuntron Hey brother could you do a big favor - love for tron but fees are nuts 🥜 for stables never thought I would see the day eth is cheaper I actually believe tron is now the most expensive stable coin native transfer on CEXS

While Bitcoin debates whether to freeze vulnerable coins and Ethereum forms research committees, TRON is building. Today I'm announcing that TRON is officially launching its post-quantum upgrade initiative. TRON will be the first major public blockchain to deploy NIST-standardized post-quantum cryptographic signatures on mainnet. Quantum security shouldn't be a debate. It should be a feature. We will ensure that no TRON user ever loses their assets to quantum threats. Technical roadmap coming soon.

I am genuinely struggling to understand this logic. If the rest of the world is willing to pay a small toll to Iran to keep oil flowing and stabilise markets, then why does the U.S. feel the need to block all shipping, especially when it is not dependent on that oil?

If we’re taking sides… I’m on the side of the Pope. And I’m an atheist.

Scammers scamming scammers.

@ChristopherHale 😂😂🤣🤣🤣

The Vatican is two weeks away from developing a nuclear weapon.

@justinsuntron @MeLeopard22 Justin, the better deceiver won. After all these years of misleading your own investors, someone finally proved to be smarter. You tried to generate hype for yourself using the Trump name, but in the end you got played like a kid on Epstein Island.

@justinsuntron Everyone in crypto see you as a dubious individual.

Whoever is hiding behind this official account, step forward and identify yourself. Every action taken by the WLFI team to secretly implant backdoor controls over user assets, to freeze investor funds without disclosure or due process, and to treat the crypto community as a personal ATM, someone must be held personally accountable for these actions. As the largest investor in this project, I demand that those responsible come forward by name, instead of hiding in the shadows.

In 1948, a 32-year-old at Bell Labs published a paper nobody fully understood. Engineers found it too mathematical. Mathematicians found it too engineering-focused. One prominent mathematician reviewed it negatively. That paper - "A Mathematical Theory of Communication", became the founding document of the digital age. The man was Claude Shannon. Father of Information Theory. At 21, he wrote the most important master's thesis of the 20th century. Working at MIT on an early mechanical computer, Shannon noticed its relay switches had exactly two states - open or closed. He had just taken a philosophy course introducing Boolean algebra, which also operated on two values: true and false. Nobody had ever connected these two things. His 1937 thesis proved that Boolean algebra and electrical circuits are mathematically identical, and that any logical operation could be built from simple switches. Howard Gardner called it "possibly the most important, and also the most famous, master's thesis of the century." Every digital computer ever built traces back to this insight. At 29, he proved that perfect encryption exists. During WWII, Shannon worked on classified cryptography at Bell Labs. His work contributed to SIGSALY, the secure voice system used for confidential communications between Roosevelt and Churchill. In a classified 1945 memorandum, he mathematically proved the one-time pad provides perfect secrecy, unbreakable not just computationally, but provably, permanently, against an adversary with infinite power. When declassified in 1949, it transformed cryptography from an art into a science. It laid the foundations for DES, AES, and every modern encryption standard. At 32, he defined what information is. His 1948 paper introduced one equation: H = −Σ p(x) log p(x) Shannon entropy. The average uncertainty in a probability distribution. The minimum bits required to encode a message. Three things followed: > He defined the bit - the fundamental unit of all information. His colleague John Tukey coined the name. > He proved the channel capacity theorem, every communication channel has a maximum rate of reliable transmission. You can approach it. You can never exceed it. > He unified telegraph, telephone, and radio into a single mathematical framework for the first time. Robert Lucky of Bell Labs called it the greatest work "in the annals of technological thought." Where his equation lives in AI today: Cross-entropy loss - the function training every classifier and language model, is derived directly from H. Decision tree splits use information gain, which is H applied to data. Perplexity, the standard LLM evaluation metric, is an exponentiation of cross-entropy. Every time a neural network trains, Shannon's formula runs inside it. He also built the first AI learning device. In 1950, Shannon built Theseus, a mechanical mouse that navigated a maze through trial and error, learned the correct path, and repeated it perfectly. Mazin Gilbert of Bell Labs said: "Theseus inspired the whole field of AI." That same year he published the first paper on programming a computer to play chess. He co-organized the 1956 Dartmouth Workshop, the founding event of AI as a field. The man: He rode a unicycle through Bell Labs hallways while juggling. He built a flame-throwing trumpet, a rocket-powered Frisbee, and Styrofoam shoes to walk on the lake behind his house. He called his home Entropy House. When asked what motivated him: "I was motivated by curiosity. Never by the desire for financial gain. I just wondered how things were put together." In 1985, he appeared unexpectedly at a conference in Brighton. The crowd mobbed him for autographs. Persuaded to speak at the banquet, he talked briefly, then pulled three balls from his pockets and juggled instead. One engineer said: "It was as if Newton had showed up at a physics conference." He died in 2001 after a decade with Alzheimer's, the cruel irony of information slowly leaving the mind of the man who defined what information was. Claude, the AI model, is named after Claude Shannon, the mathematician who laid the foundation for the digital world we rely on today.

@stats_feed A trading course

What's something you'd never buy even if it was discounted by 99.99%?

As I predicted, the peace talks in Islamabad failed. The US delegation of JD Vance, Steve Witkoff, Jared Kushner were amateurs. There's no way those amateurs could unwind a war in 24 hours. It took the diplomatic maestro Kissinger 4 years to wind down the Vietnam War.

@KobeissiLetter Do not hate for no reason. Obama settled this issue but Trump wants to discredit Obama by withdrawing from the deal. Now he can't even get any compromise from the Iran. Trump will never achieve anything in his presidency. America is weaker today than it has ever been.

America is waking up to some major news. Peace talks between the US and Iran have failed and both sides have returned home. As a result, Iran is refusing to reopen the Strait of Hormuz without a permanent peace agreement and the US has called it "bad news" for Iran. Now, we await President Trump's response. If the path forward is continued war, escalation, and a prolonged closure of the Strait of Hormuz, then the Iran War has just entered a new era. US CPI inflation just jumped from 2.4% to 3.3% and further escalation of the Iran War would lead to 4.0%+ inflation, according to our models. Meanwhile, Iran's Speaker of the Parliament just announced that the US "failed to gain Iran's trust" during negotiations. There are currently no plans for additional talks, according to Iranian media. So, will Trump choose to push harder for diplomacy or double down on military action? Today, we find out.

WLFI borrowed $75 million. - using their own token as collateral. - from a lending platform co-founded by their own advisor. - to borrow their own stablecoin. they then moved $40 million of it to Coinbase Prime. nobody disclosed any of this. blockchain data exposed it. this is not DeFi innovation. this is musical chairs with other people's money.

@AmoneyResists @BarackObama Tore up Obamacare and when asked about his plans to replace it, he said: "I have concepts of a plan".

WE. REACHED. A. FUCKING. AGREEMENT. WITH. THEM. IN. 2015. THAT. IMPOSED. STRICT. LIMITS. ON. URANIUM. ENRICHMENT. UNTIL. 2040. It was called the JCPOA. And Trump TORE IT UP IN 2018 out of spite for @BarackObama 8 years later, here we are. Total. Disaster.

@justinsuntron I have always seen as a self-serving individual with no integrity. To me, you are just another SBF who hasn't been caught. Enjoy your MAGA friends.

I have always been an ardent supporter of President Trump and his crypto friendly policy. As an early supporter who invested heavily in World Liberty Financial, I did so because I believed in the vision that was presented to the public: a decentralized finance platform that would promote financial freedom, remove intermediaries, and bring the benefits of DeFi to mainstream Americans. What was never disclosed — to me or to any investor — is that World Liberty embedded a backdoor blacklisting function in the smart contract used to deploy WLFI tokens. This function gives the Company unilateral power to freeze, restrict, and effectively confiscate the property rights of any token holder, without notice, without cause, and without recourse. This is the opposite of decentralization. This is a trap door marketed as an open door. I denounce the ongoing token scandals by the bad actors at WLFI. I am the first and single largest victim, as a result of their wrongful blacklisting of my WLFI token wallet back in 2025, that violates basic investor rights and blockchain principles of fairness. Every action taken by the WLFI team to extract fees from users, to secretly implant backdoor controls over user assets, to freeze investor funds without disclosure or due process, and to treat the crypto community as a personal ATM — all of these actions are illegitimate and were never authorized by any fair, transparent, or good-faith community governance process. The governance votes cited to justify these actions were not conducted through a fair or transparent process. Key information was withheld from voters, meaningful participation was restricted, and the outcomes were predetermined. These votes do not represent the will of the community — they represent the will of those who designed them. These actions have nothing to do with me. They have nothing to do with the investors who believed the promises this project made. We oppose every one of these actions in the strongest possible terms. The WLFI team’s actions erode trust in the project. Unlock the tokens and uphold transparency for the community. Let’s build with integrity, not misconduct.