“Atria Dawn: The Dawn of Agentic Superintelligence” This paper shows AI agents are shifting from executing research tasks to actually participating in the research process. The interesting part is that as agents become better at doing the work, human effort shifts toward deciding which directions are worth pursuing and how to interpret what the experiments reveal. So the real bottleneck toward recursive self-improvement may no longer be execution, but whether AI can develop research judgment itself.

👑 Atria Dawn Preview is here, built to complete real research and engineering work. 📜 MIT. 🤖 ⚙️ Built on a 744B MoE foundation with a 256K context window. Standard and FP8 weights are available. 🔬 Discovery workflows cover evidence gathering, deep research, experiment design, execution, analysis, and recovery from failure. 🏆 Leads the reported comparison on AutomationBench, BFCL v4, CyberGym, DeepSearchQA, and BrowseComp. Scores include 53.8, 77.0, 86.5, 96.0, and 92.5 respectively. 🧩 Creation and delivery capabilities span software, interactive apps, ML systems, visualizations, reports, and presentations. 🛡 Cybersecurity support covers analysis, vulnerability validation, remediation, and retesting in authorized environments.

Studio Ghibli president Kenichi Yoda has spoken in Asturias about the studio’s future, AI, and Hayao Miyazaki’s continued work. > On AI and animation: “Imagine two restaurants: one where the food is made by AI and another by people. I would undoubtedly choose the latter.” > On Ghibli’s creative philosophy: “Before being a company, Ghibli is a studio, a place to create art.” Yoda confirmed that Miyazaki, now 85, still draws every day and thinks about what Ghibli could create next, though no new feature film is currently confirmed. “We don’t work with deadlines. We don’t set those kinds of goals.”

When selecting an ablation method for a new atrial fibrillation (AFib) patient, the primary goal is typically to achieve solid pulmonary vein isolation or stop abnormal electrical signals in the heart.1 An electrophysiologist weighs in on when he considers pulsed field ablation (PFA) to be a safe and effective option. Read the full article: 1. University Hospital South Hampton. Pulmonary vein isolation (PVI) ablation. Accessed November 7, 2024 US_BWI_BTAD_394168

I'm a cardiologist. For most of my career, when a patient with atrial fibrillation asked about coffee, the reflex answer was: cut it out. The American Heart Association just published a scientific statement saying we were wrong. Released today in Circulation. The conclusion: up to 400mg of caffeine a day — about five 8-ounce cups of coffee — is safe for most adults, and is associated with lower risk of coronary heart disease, stroke, heart failure, atrial fibrillation, hypertension, and type 2 diabetes. Not neutral. Lower. Think about how strange that is. Caffeine is a stimulant. It transiently raises heart rate and blood pressure. Generations of cardiologists — myself included — told palpitation patients and AFib patients to quit. The acute effect felt so obviously bad that nobody questioned it. The long-term data says the opposite. Some details worth knowing: The strongest signal is metabolic. Coffee's association with lower type 2 diabetes risk is the most consistent finding in the entire literature, and it holds for decaf too — which tells you the benefit isn't only the caffeine. It's the chlorogenic acids and polyphenols in the bean. The blood pressure finding is genuinely odd. One to three cups a day was associated with a slightly higher risk of developing hypertension in people with optimal pressure — but more than three cups was associated with lower risk. That's the kind of non-linear result that should make everyone humble about simple stories. Energy drinks are not coffee. The statement draws a hard line. Energy shots can pack three to four times more caffeine per ounce than brewed coffee, and high doses are linked to arrhythmias even in healthy adults under 30. Same molecule, entirely different risk profile. Your additives can erase the benefit. The statement is explicit that this applies to coffee without added sugars and fillers. A 400-calorie sweetened coffee drink is a dessert wearing a lab coat. You cannot sugar your way to cardiovascular protection. And the honest caveat, which the AHA itself leads with: this evidence is overwhelmingly observational. Healthier people may simply drink more coffee. That's why the AHA didn't include caffeine in its 2026 dietary guidance at all — the data isn't rigorous enough for a formal recommendation. And individual response varies enormously based on genetics, habitual intake, and comorbidities. So here's my practical read. If you drink 2-5 cups of black coffee, feel fine, and sleep well — the evidence no longer supports telling you to stop. If it gives you palpitations, anxiety, insomnia, or reflux, your body is giving you better data than any cohort study. Twenty years of "cut back on the coffee" just quietly ended. Sometimes the best thing medicine can do is admit what it got wrong.

Sundial Mottoes lean to the somber, a caution to be mindful of time for example: Sumus -Fumus ' 'We Vanish Like Smoke' or Sic-Imus-Ad-Atria-Lucis-Aut-Umbras-Erebi 'Thus We Pass on to the Halls of Light or to the Dwelling of the Shades.' (image Chartres Cathedral)

My physical therapist opened a superb gym in a beautiful and intimate space in a great location at 32 East 57th Street next to Atria. The concept integrates physical therapy with weight training, cardio, sauna, steam, cold plunge, sensory deprivation, VO2 max and all the other testing you need to determine your base line fitness and monitor your progress thereafter as well as much more.
 Vosk has the best equipment I have ever seen in any gym and extremely experienced trainers and physical therapists. It is a great place for serious athletes and those interested in longevity or just getting in great shape.
 While it is a high end gym, the price is fair when you consider the cost of the 96 training and/or physical therapy sessions included in your annual membership. The integration of physical therapy and training yields much better and safer outcomes. I have also found my training consistency is much greater since I prepaid for the sessions. If you want to learn more, go to or email Vitaly who founded Vosk at hello@voskcenter.com. The first 40 members who mention this @X post will have their initiation fees waived. Membership is limited to ensure a great experience.

A jaguar with a stalk of maize on its head. A clay figure in jaguar-print shorts. A museum screen that tells you which animal spirit is yours. In ancient Mesoamerica, the jaguar was both a fierce predator and the guardian of the harvest. At the 𝘾𝙖𝙥𝙞𝙩𝙖𝙡 𝙈𝙪𝙨𝙚𝙪𝙢 𝘾𝙝𝙞𝙣𝙖, that belief is hard to miss. Ivanna Hernández (Mexico) and Navarro Arantza (Peru), international students at the School of Chinese as a Second Language, visited the special exhibition [𝙈𝙖𝙞𝙯𝙚, 𝙂𝙤𝙡𝙙, 𝙅𝙖𝙜𝙪𝙖𝙧—𝘼 𝙂𝙧𝙖𝙣𝙙 𝙀𝙭𝙝𝙞𝙗𝙞𝙩𝙞𝙤𝙣 𝙤𝙛 𝘼𝙣𝙘𝙞𝙚𝙣𝙩 𝙈𝙖𝙮𝙖𝙣 𝙖𝙣𝙙 𝘼𝙣𝙙𝙚𝙖𝙣 𝘾𝙞𝙫𝙞𝙡𝙞𝙯𝙖𝙩𝙞𝙤𝙣𝙨]. Guided by PKU Assoc. Prof. Fan Ye of the Department of Hispanic Languages and Literature, they traced how the bond between humans and animals travels from myth into modern literature, including a postman who turns into a coyote in 𝗠𝗶𝗴𝘂𝗲𝗹 Á𝗻𝗴𝗲𝗹 𝗔𝘀𝘁𝘂𝗿𝗶𝗮𝘀's 𝙈𝙚𝙣 𝙤𝙛 𝙈𝙖𝙞𝙯𝙚. 🐆 Special feature by PKU Office of Global Communications: a three-part AI-powered mini-series, 𝙐𝙣𝙡𝙤𝙘𝙠𝙞𝙣𝙜 𝙩𝙝𝙚 𝘼𝙣𝙘𝙞𝙚𝙣𝙩 𝙈𝙖𝙮𝙖 𝙖𝙣𝙙 𝘼𝙣𝙙𝙚𝙖𝙣 𝘾𝙞𝙫𝙞𝙡𝙞𝙯𝙖𝙩𝙞𝙤𝙣𝙨. 𝙀𝙥𝙞𝙨𝙤𝙙𝙚 𝟯 𝙅𝙖𝙜𝙪𝙖𝙧 will conclude this journey on the ancient American continent. #AI_PKU# #MaizeGoldJaguar#