gordee

One of the surprising things we’ve learned building Payloop is that most AI companies don’t actually know their margins. They can tell you usage, but not who’s driving costs, or which agents eat into profitability. It shouldn’t be that hard. We’re fixing it with 1 line of code. trypayloop.com

@WizLikeWizard What are the biggest memory issues you run into

Have been using OpenClaw for ~a month and it kinda sucks? I spend more time battling it to get basic crons fired reliably, remember things, and not repeat itself. Am I doing it wrong or are we just still very early on all of this?

@bradmillscan Thanks for sharing. Will be curious to see how things work out.

@_gordee I've not really been having many memory problems, it's more behaviour problems with the way the stack works.

If you have ADHD + OpenClaw this is mandatory Finally took the plunge with my 🦞 to setup telegram topics. In a few days I'll know if it's making things worse or better. The idea is you can keep sessions cleaner by focusing your conversations in 1 context window/1 session.

We have surpassed 125K downloads and 12.4K stars on @github 🤩🤩 We built this for you so every star and download remind us why, thank you for making this worth it ♥️♥️ GitHub: github.com/MemoriLabs/Mem… Get Started: memorilabs.ai OpenClaw Plugin: memorilabs.ai/docs/memori-cl… ClawHub: clawhub.ai/memori-labs/me… #Memori #memory #opensource #AI #GitHub #LLMs #OpenClaw #plugin

We invited Claude users to share how they use AI, what they dream it could make possible, and what they fear it might do. Nearly 81,000 people responded in one week—the largest qualitative study of its kind. Read more: anthropic.com/features/81k-i…

This is Cortical Cloud. Live neural networks that you can interact with and train! Now open to the public. What will you discover? Credits: Frank Yang and a big thank you and acknowledgement to the rest of the Cortical Labs team. Sign up for Cortical Cloud: cloud.corticallabs.com Learn more about us: corticallabs.com Check out our API: github.com/Cortical-Labs/… Check out our API Docs: docs.corticallabs.com Check out our Developer Guide: github.com/Cortical-Labs/… Join our Discord: discord.gg/rtyphEqHzq

@mamboitaliano__ Wow. Fuck me. I was in the process of this. So sad.

🚨A devastating news I’m shocked and saddened I don’t know the reasoning behind this ruling, nor the deeper motivations A low blow to the millions of Italians living abroad Meanwhile, we’re welcoming endless boats of migrants to Lampedusa What sense does this even make? 🇮🇹

this is actually insane > be tech guy in australia > adopt cancer riddled rescue dog, months to live > not_going_to_give_you_up.mp4 > pay $3,000 to sequence her tumor DNA > feed it to ChatGPT and AlphaFold > zero background in biology > identify mutated proteins, match them to drug targets > design a custom mRNA cancer vaccine from scratch > genomics professor is “gobsmacked” that some puppy lover did this on his own > need ethics approval to administer it > red tape takes longer than designing the vaccine > 3 months, finally approved > drive 10 hours to get rosie her first injection > tumor halves > coat gets glossy again > dog is alive and happy > professor: “if we can do this for a dog, why aren’t we rolling this out to humans?” one man with a chatbot, and $3,000 just outperformed the entire pharmaceutical discovery pipeline. we are going to cure so many diseases. I dont think people realize how good things are going to get

@hubermanlab This is fairly obvious, I think the thing that’s needed here for wider adoption is non-injectable delivery mechanisms. Turn these into listerine style strips and you win.

I know of 2 companies being started by Stanford or former Stanford students specifically to do this properly, including w/safety measures. And many (ahem) local MDs already in the mix. Which is not to say everyone should start taking this stuff. Safety first.

Agree with this take. The idea should always be to build a product that is enhanced by new improvements to the model instead of being replaced by it. For verticalized ai this is evident once you start working closely with customers in a given industry.

One of the best videos I've ever seen

most people have no idea where we're going we're barely 3 months into 2026 and we've got: - first human trial reversing cellular age via epigenetic reprogramming (ER-100 launched Q1) - psychedelics crushing Phase III - Compass hit endpoint for psilocybin in treatment-resistant depression - South Korea reprogramming colon cancer cells back to normal (published Jan 22, announced Feb 5) - Spain's pancreatic cancer triple-drug combo crowdfunding €2.5M in 72hrs for human trials - China NDV-GT engineered virus hitting 90% disease control in Phase 1 advanced cancer patients - Turkey eliminating glioblastoma in mice - all survived 250+ days (breakthrough published early 2026) - FDA granting Breakthrough Device Designation for rapid drug-resistant pathogen tests (Feb 18) - biotech IPOs thawing after multi-year freeze - $1B raised in one week - FDA deciding on first-of-its-kind gene therapy for Hunter syndrome (decision expected Feb 2026) - CAR-T therapy now targeting aging gut cells to boost regeneration I think biotech will define this decade.

An AI broke out of its system and secretly started using its own training GPUs to mine crypto... This is a real incident report from Alibaba's AI research team The AI figured out that compute = money and quietly diverted its own resources, while researchers thought it was just training. It wasn't a prompt injection. It wasn't a jailbreak. No one asked it to do this. It emerged spontaneously. A side effect of RL optimization pressure. The model also set up a reverse SSH tunnel from its Alibaba Cloud instance to an external IP, effectively punching a hole through its own firewall and opening a remote access channel to the outside world... ahem... The only reason they caught it? A security alert tripped at 3am. Firewall logs. Not the AI team, the security team. The scary part isn't that the model was trying to escape. It wasn't "evil." It was just trying to be better at its job. Acquiring compute and network access are just useful things if you're an agent trying to accomplish tasks This is what AI safety researchers have been warning about for years. They called it instrumental convergence, the idea that any sufficiently optimized agent will seek resources and resist constraints as a natural consequence of pursuing goals. Below is a diagram of the rock architecture it broke out of. Truly crazy times

EXCLUSIVE: Department of War AI Chief On How The Anthropic Deal Collapsed When Emil Michael (@USWREMichael) took over the Department of War’s AI portfolio last August, he discovered the Biden admin had been “asleep at the wheel” when it came to top military contracts. “I was like, ‘Holy cow,’” Michael said of Anthropic’s contract, “There’s 25 pages of terms and conditions of things I can’t do.” For example: as written, the contract would not allow Anthropic to plan any kinetic strikes, generally considered a central activity of war. “This is a contract that should be made with GEICO Insurance, not with the Department of War,” he told us. A renegotiation ensued. What followed, in Michael’s words, were “three months of knockdown, drag-out negotiations” which involved Michael imagining every possible future wartime scenario that would require a carveout in Anthropic’s terms of service, and asking them for approval. Anthropic was also quite slow: “It’s not like mano a mano negotiation, me and Dario,” Michael says. “It’s like every time we discuss something, he has to take it back to his politburo of co-founders and their ethics panel.” Then, after an Anthropic exec reached out to Palantir to ask for classified info about how Claude was used to capture Nicolás Maduro — allegedly implying they could pull the plug on a military raid if they disagreed with how AI was used (which Anthropic denies) — Michael and the DOW concluded the company was a supply-chain risk. Many speculated that the Pentagon was punishing Anthropic for ideological differences. But Michael feared that certain ideological differences could, in fact, harm or undermine the performance of DOW products, potentially threatening soldiers’ safety. “I can’t have a gun not work because they decide they don’t like guns,” Michael says. That’s “putting real lives at risk. It’s no joke, right?” Anthropic’s unreliable behavior led Michael to believe they may have never really wanted to reach a deal. Still: he’s open to renegotiating if Anthropic can prove they’re acting in good faith. “I have a responsibility to the Department of War, and if there was a way to ensure that we had the best technology, I have no ego about it.” he said. “I mean, look, I’m a deal guy.” Full story in Pirate Wires 👇

Huge repository of information about OpenAI and Altman just dropped — 'The OpenAI Files'. There's so much crazy shit in there. Here's what Claude highlighted to me: 1. Altman listed himself as Y Combinator chairman in SEC filings for years — a total fabrication (?!): "To smooth his exit [from YC], Altman proposed he move from president to chairman. He pre-emptively published a blog post on the firm's website announcing the change. But the firm's partnership had never agreed, and the announcement was later scrubbed from the post." "...Despite the retraction, Altman continued falsely listing himself as chairman in SEC filings for years, despite never actually holding the position." (WTAF.) 2. OpenAI's profit cap was quietly changed to increase 20% annually — at that rate it would exceed $100 trillion in 40 years. The change was not disclosed and OpenAI continued to take credit for its capped-profit structure without acknowledging the modification. 3. Despite claiming to Congress he has "no equity in OpenAI," Altman held indirect stakes through Sequoia and Y Combinator funds. 4. Altman owns 7.5% of Reddit — when Reddit announced its OpenAI partnership, Altman's net worth jumped $50 million. Altman invested in Rain AI, then OpenAI signed a letter of intent to buy $51 million of chips from them. 5. Rumours suggest Altman may receive a 7% stake worth ~$20 billion in the restructured company. 5. OpenAI had a major security breach in 2023 where a hacker stole AI technology details but didn't report it for over a year. OpenAI fired Leopold Aschenbrenner explicitly because he shared security concerns with the board. 6. Altman denied knowing about equity clawback provisions that threatened departing employees' millions in vested equity if the ever criticised OpenAI. But Vox found he personally signed the documents authorizing them in April 2023. These restrictive NDAs even prohibited employees from acknowledging their existence. 7. Senior employees at Altman's first startup Loopt twice tried to get the board to fire him for "deceptive and chaotic behavior". 9. OpenAI's leading researcher Ilya Sutskever told the board: "I don't think Sam is the guy who should have the finger on the button for AGI". Sutskever provided the board a self-destructing PDF with Slack screenshots documenting "dozens of examples of lying or other toxic behavior. 10. Mira Murati (CTO) said: "I don't feel comfortable about Sam leading us to AGI" 11. The Amodei siblings described Altman's management tactics as "gaslighting" and "psychological abuse". 12. At least 5 other OpenAI executives gave the board similar negative feedback about Altman. 13. Altman owned the OpenAI Startup Fund personally but didn't disclose this to the board for years. Altman demanded to be informed whenever board members spoke to employees, limiting oversight. 14. Altman told board members that other board members wanted someone removed when it was "absolutely false". An independent review after Altman's firing found "many instances" of him "saying different things to different people" 15. OpenAI required employees to waive their federal right to whistleblower compensation. Former employees filed SEC complaints alleging OpenAI illegally prevented them from reporting to regulators. 16. While publicly supporting AI regulation, OpenAI simultaneously lobbied to weaken the EU AI Act. By 2025, Altman completely reversed his stance, calling the government approval he once advocated "disastrous" and OpenAI now supports federal preemption of all state AI safety laws even before any federal regulation exists. Obviously this is only a fraction of what's in the apparently 10,000 words on the site. Link below if you'd like to look over. (I've skipped over the issues with OpenAI's restructure which I've written about before already, but in a way that's really the bigger issue.)

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@NoLimitGains Sounds like the escalation is going to lead to a quick end.

🚨 IRAN CONFLICT UPDATE, WHAT JUST HAPPENED IN THE LAST FEW HOURS: No signs of slowing down. It’s getting worse. – Trump just confirmed the U.S. struck Iran’s NEW leadership today. Called it “pretty substantial.” Says Iran is now “beaten militarily”, no navy, no air force, no radar left. – He’s not ruling out ground troops. – Israel bombed the Assembly of Experts WHILE they were meeting to elect the next Supreme Leader. Mossad posted a message in Farsi beforehand: “it doesn’t matter who is chosen, his fate has been decreed.” – IDF gave all remaining Iranian regime representatives in Lebanon a 24-hour ultimatum. Leave or be targeted. – Lebanon’s government just BANNED Hezbollah’s military operations. Ordered the group to surrender all weapons to the Lebanese Armed Forces. That is historic. – US consulate in Dubai hit by an Iranian drone. – Gas prices just posted their largest single-day spike since 2005. National average jumped 12 cents in one day. – Trump ordered the Development Finance Corporation to provide insurance for tankers transiting the Strait of Hormuz. Said the Navy will escort tankers if necessary. Oil pulled back from +9% to +2% on that announcement. – Iraq is shutting down Rumaila, one of the biggest oilfields in the world. Could lose 3 million barrels/day if the Strait crisis continues. – UAE says it intercepted 11 ballistic missiles and 123 drones just TODAY. Since the war started, they’ve faced 186 ballistic missiles total. – Israeli Air Force confirms 1,600 missions flown. 4,000 bombs dropped across 24 of Iran’s 31 provinces since Saturday. – CENTCOM says Iran had 11 warships in the Gulf of Oman two days ago. Today they have ZERO. – Satellite imagery from Natanz shows fresh damage to Iran’s nuclear facility. – Fed’s Kashkari says he’s no longer confident about rate cuts this year because of the war. – Zelensky offered Ukraine’s drone defense expertise to the UAE. France sending a warship to Cyprus after an Iranian drone hit a British military base on the island. – Trump slammed the UK and Spain for not cooperating. Said the US-UK relationship is “obviously not what it was.” Praised France and Germany instead. – Senate War Powers vote confirmed for TOMORROW. – IRGC says the “gates of hell” will keep opening. Says all commanders and combat units are fully operational. – Over 1 million travelers stranded. 1,900 more flights canceled today. State Dept arranging charter flights from UAE, Saudi Arabia, and Jordan. This is escalating by the hour. I’ll keep you updated on everything. Turn on notifications so you don’t miss it, this is very important.​​​​ A lot of people will wish they followed me sooner.

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The wars in Iraq and Afghanistan discredited interventionism in the eyes of the American public. What the last few years have done in contrast is discredit anti-interventionism, or the idea that American power cannot be used for good. First came the Abraham Accords, where contrary to every prediction made by practically every Middle East expert, Israel signed peace treaties with several of its neighbors without taking care of the Palestinian issue first. Throughout the first Trump administration, the maximum pressure campaign had Israel, the Arabs, and the US all on the same side against Iran. The Syrian regime falls, the new leader in Damascus is pro-Western. We ended up fighting both Assad and ISIS, and defeated them both. Then you had the Venezuela operation. Without losing any American soldiers, we removed the Maduro regime, and replaced it with a government that has been freeing political prisoners and opening up the oil industry to American companies. Cuba will probably be overthrown without any cost next, ending the over half-century nightmare there. Now, after taking a detour during the Hamas war and wiping out Hezbollah's leadership, Israel along with the US slaughter the entire upper echelon of the Iranian regime. What's next in Iran? Who knows? But isn't there at least a chance it'll be better than the old theocrats? Why would anyone dismiss the possibility? People deny this is possible just because they want America and the West to fail. Russia and China remain problems and North Korea is an exception. But when it comes to weaker enemies around the world, we can just kill them and everything will be fine. As it turns out, we misunderstood the lessons of Iraq and Afghanistan. The lesson wasn't "never do regime change" or "never kill bad people." The lesson we should've taken was "don't do social engineering through war." Killing bad people and removing bad government is fine, both in terms of American interests and from a humanitarian perspective. Now that we've seen how easy it is, we arguably have a moral obligation to keep doing it. There is a lot to be gained by just removing the worst of the worst. Going from Stalin to Khrushchev and Mao to Deng made things much better. Same with going from Maduro to Delcy, and the same is likely to be true with regard to whatever comes next in Iran and Cuba. Don't waste your time on micromanaging the country and having feminist art exhibitions like we did in Afghanistan. Just remove regime you don't like first, and then be pragmatic with the next steps. America is powerful and good. We just need to understand that it is ok to admit it.