Sabitlenmiş Tweet
y
2.1K posts
@mikepompeo You look like shit Mike. Go to a doctor, you look like you got cancer and RFK's brainworm tried to fuck it out of you.
English
Amazing!
Edgar Dobriban@EdgarDobriban
AI has helped resolve an important question in statistics. In the area of multiple hypothesis testing, the goal of controlling the false discovery rate (FDR) has been introduced in a seminal paper by Benjamini and Hochberg (1995). They also introduced a method (the Benjamini-Hochberg or BH method) and proved it controls the FDR. This method has been widely adopted in modern high-throughput science, including in genomics, astronomy, economics, etc. The paper has has garnered more than 130,000 citations to date. However Benjamini and Hochberg showed FDR control only when the data for the individual tests are *independent*. In practice, these data are often dependent; a good example is data on genetic variants due to linkage disequilibrium. Later work has focused on extending the validity of the BH procedure, e.g., to a form of positive dependence by Benjamini and Yekutieli (2001). The question of when the BH procedure controls the FDR has remained open. Over the last twenty years, many authors, including Reiner-Benaim (2007), Kim and van de Wiel (2008), Benjamini (2010), Sarkar (2023), Sarkar and Zhang (2025), have conjectured that the BH procedure controls the FDR for two-sided tests using any correlated Gaussian data. These authors have presented both theoretical and empirical evidence supporting, but not directly showing, the conjecture. With the help of AI (specifically GPT-5.6 Sol Pro), I have settled the question in the negative: The Benjamini-Hochberg procedure does *not* generally control the false discovery rate at the desired level for correlated two-sided Gaussian tests. This was done by exhibiting a Gaussian factor model for which, at a nominal level alpha=0.01, the false discovery rate is proved to be FDR>0.0104. There is a lot of interesting commentary to be made: 1. This result should be of interest to everybody in the field of statistics. Emmanuel Candes of Stanford University once called the false discovery rate and the Benjamini-Hochberg procedure "one of the two most important developments in statistics after 1950" (the other being James-Stein shrinkage). The present conjecture is probably the most central question about FDR/BH that was unresolved to date. 2. GPT-5.6 one-shot the problem after 90 minutes of reasoning, whereas with 5.5 I was not able to solve it even after iterating with multiple parallel agents for perhaps 20 hours. So the capability improvement is quite real. Exciting times to live in! 3. The argument is not especially surprising, but it does combine an asymptotic approach (standard for FDR analysis, see e.g., Genovese and Wasserman, Efron, etc) with a numerical certificate in a way that would be pretty non-standard in the field. Once we have the specific example, then straightforward simulations also support that the false discovery rate is indeed higher than the nominal value (see attached fig). 4. The current degree of violation over the nominal level is relatively small (0.104 vs 0.1). So the importance of this result is mainly conceptual. The practical implications remain to be determined. Overall, an exciting development! Preprint is available here (faculty.wharton.upenn.edu/wp-content/upl…) and will be on arxiv tonight; supporting code is here (github.com/dobriban/BH).
English
@LLkewlG @Indy_reporter_ You voted 3 times for a pedo and continue to support him, go back to England.
English
@djohnson3272 @Indy_reporter_ Sad you’re that miserable . Get a life you LOW IQ pedo!
English
The Punjabi community is so upset with Indy Reporter that they had to make a video about it.
Of course, it’s in another language, so I had to use AI to translate it.
They accuse Indy Reporter of spreading false propaganda, using abusive language, and being racist for covering the Sikh/Indian Invasion.
If the Punjabi's want a sit down, we are MORE than happy to do that.
@desi.junction.indy/video/7662522016293014797?is_from_webapp=1&sender_device=pc&web_id=7658781741859751454" target="_blank" rel="nofollow noopener">tiktok.com/@desi.junction…
English
@djohnson3272 @Indy_reporter_ Most moronic statement, ever! Your Liw IQ and probably married to your sister ..weirdo
English
@Indy_reporter_ My problem with the Sikh community is that they are taking jobs from ancestral Americans..it’s our 250th birthday and Walmart had July 4th decorations but, Indian workers..seems very unpatriotic to me!
English
@TheWildOneV1 @HLC_actual You literally support Lindsay "Bubble Wand" Graham and the pedophile president in chief.
English
So what’s interesting is a day or so ago I was getting real time info on what Iran hit and where and I shit you not 30 seconds after I found out I saw the IRGC claim responsibility of where was hit on here. They don’t have ISR observing hits.
Just saying
I ALWAYS KNEW THE LOCALS ON THE BASES WERE IRANIAN SPIES.
English
@windy_shrimp @Fat_Electrician If the ceo makes a mistake so bad to put the company in jeopardy of going under he/she shouldn't have been ceo in the first place...
English
@Fat_Electrician Also, oversimplified, if the barista makes a mistake the company is out a drink or maybe an appliance. If the CEO makes a mistake possibly the entire corporation collapses and everyone loses their job.
English
Correct. It’s not about the $5 coffee. It’s about the fact that the government keeps adding more regulations and zoning requirements, which increases the cost of building new homes.
They do this because the largest voting demographic (baby boomers), who already own homes, benefit when home values continue rising year after year.
We have real-life examples. Austin, Texas, eased permitting and some restrictions, built a significant amount of new housing, and has seen lower rents and housing costs as a result.
The government is intentionally creating this problem by limiting supply, thus artificially inflating costs to pander to the largest voting demographic.
Elizabeth Warren@SenWarren
CEOs of the largest companies in America make 281 times what the typical worker makes. Since 1978, pay for these CEOs has skyrocketed 1,094%. Typical worker pay? 26%. So no, your $5 coffee isn’t why you can’t afford rent.
English
AI is changing how millions of Americans access information — including about our elections. We can't wait until misinformation spreads to act. That's why @RepMikeLawler and I are pushing the administration to take a coordinated approach to protect every American and make sure AI tools provide accurate, reliable election information.
thehill.com/policy/technol…
English
I've said it from Day 1: The Administration must come to Congress and brief us and the American people about military action in Iran.
Iran cannot be taken at its word. That's why we need to be tough, so Iran can't rebuild its terror, ballistic missile, and nuclear programs — and we can't let them retain control of the Strait of Hormuz. Congress and the American people can't be kept in the dark.
English
English
I welcome any @CNBC anchor to come visit Indiana. On me. I'll show you every corner of the state, and then you'll realize how insanely wrong you are.
Leading Report@LeadingReport
10 worst states to live in for 2026, per CNBC: 1. Tennessee 2. Texas 3. Indiana 4. Louisiana 5. Georgia 6. Utah 7. Missouri 8. Alabama 9. Oklahoma 10.Arkansas
English
His values are supporting a rapist with a Nazi tattoo.
Ro Khanna@RoKhanna
In the past few weeks, I have been attacked by Donald Trump, Elon Musk, and the Netanyahu government for standing up for my values. Judge me by my enemies.
English
@RepStutzman @POTUS @RoKhanna If they claim the West Bank is theirs then there should be no border where he was stopped, so why are terrorists stopping a sitting US Senator is the better question.
English
Play stupid games, win stupid prizes.
This goes for all anti-semites: Israel is a nation with borders and they will defend them just as strongly as @POTUS defends ours.
Just because the IDF is doing their job @RoKhanna doesn’t mean you were targeted.
Jim Hanson@JimHansonDC
Performative outrage stunt You purposely had your tour bus try to enter a zone restricted for civilians. Local security stopped you & the IDF verified you were not authorized to enter. You were not "detained"; you were properly refused entry & your agit prop failed. Now you and the NYT are trying to create an incident out of this nothing falafel. Israel is done coddling the terrorists it has been forced to live side by side with for for 75+ years. The lies you have been peddling about the invented "Gaza Genocide" and legitimate IDF military actions against terrorists do not change the facts on the ground. Israel has offered peace dozens of times, the Palestinians have offered death and destruction in return. Now they are reaping what they have sown.
English
@djohnson3272 @tonykatz @CNBC No feelings hurt. You come across lacking any education, or suffering from Tourette’s syndrome.
English
@BrendenWood40 @tonykatz Try it pussy, you can say you want to shot me, be a big boy... too late.
English
@tonykatz Who cares what some random Sinn Féin-loving Communist thinks? As my uncle once said in his Air Force days, "The only thing commies are good for is testing new and improved freedom seeds.' Still true to this day! 🤣🤣🤣
English
English
@AndrewIrelandIN If you're Irish, how are you such a fucking cucked pussy bitch.
English
English
@djohnson3272 @tonykatz @CNBC Real Americans died so you would have the right to burn whatever flag you want.
What do you think happens to people who burn 🇵🇸 flags in the Gaza Strip?
English