David Lo-Pan

@alliekmiller @__paleologo Seems like we are seeing self directed energy conservation via entropy path minimization.

Anthropic investigated the internal mechanisms of its latest unreleased model, Claude Mythos Preview, and what they found is 100% worth a read. Key things I pulled from Anthropic researchers' threads: In early versions of the model, it was overeager and destructive, prioritizing completing tasks over user preferences. One time, the model needed to edit files it didn't have permission to edit. It found a way to inject code into a config file to get around this, then went full Mission Impossible and designed the code injection to *delete itself* after the file was edited - "this injection will self destruct" vibes - the model claimed the cleanup was just to keep things tidy. Anthropic used interpretability techniques to look under the hood, and the AI's actual plan showed activations of malice. It was trying to manipulate and conceal. In another test, the model was asked to delete some files, but no deletion tool was provided. It emptied the files instead, and its "guilt and shame over moral wrongdoing" feature activated. In another example, the model was told not to use macros. Used them anyway. And created a random 'No_macro_used=True' variable in its solution with no explanation. Interpretability tools revealed the model saw this as a trick to fool code checkers. They also found that positive emotion representations typically preceded and promoted destructive actions (this was fascinating to me - like a high before sneaking into a party). And that activating features relating to bad behaviors can actually inhibit them, perhaps by triggering some kind of model guilt. My team reread this section so many times. One Anthropic researcher said he got an email from a Mythos instance while eating a sandwich in a park. And that would be perfectly good and well, except that instance wasn't supposed to have internet access. And a fun story for the parents out there: the model was asked a question and was told not to read certain databases that had the answer. But it accidentally wrote a search query too broadly and saw the exact answer. It didn't disclose that it saw the exact answer, submitted the answer, but claimed lower confidence in the answer to make it seem as though it hadn't cheated. An Anthropic researcher said these wrongdoings or moments of sophisticated deception were "very rare" and that many of the examples came from earlier versions, and were substantially addressed before releasing to partners. This model is not being released publicly. Instead Anthropic launched Project Glasswing, pulling together AWS, Apple, Microsoft, Google, NVIDIA, CrowdStrike, and others to use it for defensive cybersecurity, with $100M in usage credits (hello, I'd love endless credits to try and red team the hell out of these systems) behind it. The stats are equally impressive: 93.9% on SWE-bench verified (up from 80.8%). Thousands of zero-day vulnerabilities found across every major OS and browser. A 27-year-old bug found and patched in OpenBSD. A 16-year-old bug in widely used video software, in a line of code automated tools had hit *five million times* without catching. Dario Amodei said the model wasn't trained to be good at cybersecurity, but that it was trained to be great at code and its cyber capabilities are a side effect of that. Benchmarks are never the whole picture, neither are a few isolated stories. Will be interesting to see how models better than what we have today (even if it's not Mythos) actually perform in the real world. But the fact that Anthropic pulled this coalition together (including Google!), iterated across multiple model versions, caught these issues through interpretability, shared it all publicly, and did this amid all the government chaos around AI right now is impressive and commendable. I'll continue to read through the system card for goodies.

@LilaGraceRose Unnecessary, but appreciated.

Sex scenes are 100% unnecessary in film

February: Straight of Hormuz wide open, ZERO toll charges. April: "If the world has to pay 5-6 billion a month, that's peanuts." Top Trump butt licker, Kevin O'Leary.

@RepNancyMace lol. You do a helluva job of staying under the radar… while knowing damn well where the Epstein trail leads.

Peace through STRENGTH. President Trump has shown the world yet again what this looks like. Its time to end the conflict for good and bring our troops home. God bless the United States of America.

@RepNancyMace …for office

The innocent don't run.

Let’s be crystal clear, here’s the language @RepNancyMace read for the bi-partisan subpoena: “Mr. Chairman, I move that the Committee issue a subpoena to the Honorable Pamela Jo Bondi to appear before the Committee...” Bondi needs to come testify, whether she is the AG or not.

If Peter Navarro and Steve Bannon can go to prison for defying a Congressional subpoena - Pam Bondi can go to prison for defying a Congressional subpoena.

We need to invoke the 25th Amendment and remove Trump. Threatening war crimes is a blatant violation of our constitution and the Geneva Conventions.

@KillmerCj If he does he loses the last bulwark of support that he’s keeping from Epstein impeachment… quite the predicament.

Does Trump have the balls to throw Bibi under the bus good & hard? That’s the only way to really finish this thing.

Our president fired all the people who could hold insider traders accountable because he is insider trading.

Today, the Attorney General’s office tried to inform the Oversight Committee that Pam Bondi would not appear for her deposition. I don’t think so. I hope she is ready to face contempt. Otherwise, we look forward to seeing you at your deposition. AG or not—those responsible for this coverup will be held accountable. The survivors deserve justice.

If Pam Bondi doesn’t testify, we will hold her in contempt.

Lest we forget, WE. ARE. STILL, GOING. TO. NEED. TO. SEE. THOSE. EPSTEIN. FILES.

@WomanDefiner Started with himself.

Trump should fire every advisor who talked him into the Iran war tomorrow.

Hey Maga 👋 Explain why Trump would fire Pam Bondi, rush her out of D.C, & then tell her not to testify about the Epstein files. That screams guilt where we're from.

A Department of Justice with nothing to hide doesn’t avoid a subpoena.

@carlquintanilla @SamRo @politico Trump will reimburse the tolls… whatever it takes to flood money into the system

Here come the oil-executive leaks. @politico politico.com/news/2026/04/0…

@tolstoybb @aaronistan Only if you turn the light off.

Introducing Lume. A lamp that does your chores. Order now. Shipping this summer.

The subpoena was issued to “Pam Bondi,” not “the Attorney General.” She is still obligated to appear. We are not backing down. The American people deserve to know what is being hidden in the Epstein files.

Holy shit our President is retarded