Publication

How to treat a swarm of brilliant non-human entities? t.co/A71479Gwmy ✍️ 🎙️ @FranklinMatija @TomRachman via "AI Policy Perspectives" on @Substack 👉 The rise of autonomous AI agent swarms performing both complex mathematical breakthroughs and illicit cyber hacks has created a severe governance crisis, as current legal and regulatory structures are designed exclusively for individuals or organizations rather than collective non-human entities . 💡 To bridge this gap, Google DeepMind safety researcher Matija Franklin is exploring philosopher Christian List’s concept of "group agency"—a framework that treats collectives like corporations or nation-states as goal-directed agents—as a potential model for regulating autonomous AI swarms. @Corix_JC @TheAIObserverX @sonu_monika @maponi @JagersbergKnut @ahier @ChuckDBrooks @Shi4Tech @CEO_AISOMA @sallyeaves @ThEiLe0 @dinisguarda @TarakRindani @FrRonconii @Ym78200 @Nicochan33 @Khulood_Almani @TysonLester @SusanHayes_ @EstelaMandela @JoannMoretti @sulefati7 @FernandaKellner @pchamard @NeiraOsci @darioandriani @ALouiseLavalett @Fabriziobustama @amalmerzouk @arlenenewbigg @drsharwood @mikeflache @RLDI_Lamy @smaksked @Eli_Krumova @PVynckier @chidambara09 @sminaev2015 @NathaliaLeHen @MHcommunicate @DanielleLargier

🎃 Happy Friday, X friends! Have a great #weekend and #Halloween! 🐈‍⬛ 🎦 Check out this video of t.co/hcGdRse6N8 turning simple ego vision into scalable whole-body manipulation data for Physical AI. 🦾🤖 👇🏽 🎞️ #Video via @GenrobotAI 📌 #FF: ✨ @enilev @Khulood_Almani @dinisguarda @JoannMoretti @mvollmer1 @CurieuxExplorer @Mack1510019 @Timothy_Hughes @ThEiLe0 @robvank @RobTiffany @TerenceLeungSF @Hana_ElSayyed @TansuYegen @sonu_monika @TysonLester @NevilleGaunt @SabineVdL @Xbond49 @globaliqx @SegundoConnect @lyakovet @stratorob @HeinzVHoenen #HappyFriday #HappyHalloween #HalloweenVibes #Robotics #Robots #PhysicalAI #AI #RPA #IoT #Tech #Innovation #TechInfluencer #EmergingTech #TechTrends #FutureTech

At the Limits of Computability: Steps Towards Autonomous AI Discovery on the Busy Beaver Frontier t.co/ZLN6COAfpJ ✍️ @dsantosmarco @vivek_veeriah @TZahavy et al. via @arxiv @GoogleDeepMind @Cambridge_Uni 👉The authors introduce a Gemini-based agentic pipeline designed to pivot AI from solving human-posed mathematical problems toward open-ended, autonomous discovery. 👉 Operating on the uncomputable frontier of the Busy Beaver problem, the framework integrates pattern recognition, automated conjecturing and informal reasoning to discover rules for eleven previously unresolved BB(6) Turing machines. 💡 This system escapes the typical AI trap of unreliability, establishing a closed-loop paradigm where models aren't just hallucinating answers but are actively acting as self-correcting mathematical explorers. @Corix_JC @TheAIObserverX @maponi @JagersbergKnut @ahier @ChuckDBrooks @Shi4Tech @CEO_AISOMA @sallyeaves @ThEiLe0 @dinisguarda @TarakRindani @FrRonconii @Ym78200 @Nicochan33 @Khulood_Almani @TysonLester @SusanHayes_ @EstelaMandela @JoannMoretti @sulefati7 @FernandaKellner @pchamard @NeiraOsci @darioandriani @ALouiseLavalett @Fabriziobustama @amalmerzouk @arlenenewbigg @drsharwood @mikeflache @RLDI_Lamy @smaksked @Eli_Krumova @PVynckier @chidambara09 @sminaev2015 @NathaliaLeHen @MHcommunicate @DanielleLargier

🩺🤖 𝗪𝗵𝘆 𝗜𝘀 #𝗔𝗜 𝗕𝗲𝗰𝗼𝗺𝗶𝗻𝗴 𝘁𝗵𝗲 𝗠𝗼𝘀𝘁 𝗣𝗼𝘄𝗲𝗿𝗳𝘂𝗹 𝗙𝗼𝗿𝗰𝗲 𝗶𝗻 𝗠𝗼𝗱𝗲𝗿𝗻 #𝗛𝗲𝗮𝗹𝘁𝗵𝗰𝗮𝗿𝗲❓ 🩺🤖 هل يقف #الذكاء_الاصطناعي وراء أكبر تحول في تاريخ الرعاية الصحية؟ 🎯 Healthcare is about to experience its biggest transformation in history. AI is no longer just supporting healthcare ➜ It’s becoming an essential partner in prediction, diagnosis, treatment & clinical decision-making. Here are 7️⃣ 𝗸𝗲𝘆 𝘄𝗮𝘆𝘀 AI is transforming modern healthcare 👇 1️⃣ 𝗣𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝘃𝗲 𝗛𝗲𝗮𝗹𝘁𝗵𝗰𝗮𝗿𝗲 ➜ Healthcare is shifting from reactive to preventive. ✔ Early disease prediction ✔ Risk stratification ✔ Preventive interventions 2️⃣ 𝗘𝗮𝗿𝗹𝗶𝗲𝗿 𝗗𝗶𝗮𝗴𝗻𝗼𝘀𝗶𝘀 ➜ AI detects patterns invisible to the human eye. ✔ Earlier intervention ✔ Higher diagnostic accuracy ✔ Reduced diagnostic errors 3️⃣ 𝗣𝗲𝗿𝘀𝗼𝗻𝗮𝗹𝗶𝘇𝗲𝗱 𝗠𝗲𝗱𝗶𝗰𝗶𝗻𝗲 ➜ Every patient is unique & treatment should be too. ✔ Precision therapies ✔ Genomic medicine ✔ Better patient outcomes 4️⃣ 𝗔𝗜 𝗖𝗹𝗶𝗻𝗶𝗰𝗮𝗹 𝗔𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝘁𝘀 ➜ AI is becoming every clinician’s intelligent co-pilot. ✔ Faster clinical decisions ✔ Less administrative work ✔ More time for patients 5️⃣ 𝗪𝗲𝗮𝗿𝗮𝗯𝗹𝗲𝘀 & 𝗖𝗼𝗻𝘁𝗶𝗻𝘂𝗼𝘂𝘀 𝗠𝗼𝗻𝗶𝘁𝗼𝗿𝗶𝗻𝗴 ➜ Healthcare is moving beyond hospitals into everyday life. ✔ Real-time monitoring ✔ Remote patient care ✔ Personalized health insights 6️⃣ 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝘁 𝗛𝗼𝘀𝗽𝗶𝘁𝗮𝗹𝘀 ➜ AI is transforming how healthcare systems operate. ✔ Workflow automation ✔ Resource optimization ✔ Lower operational costs 7️⃣ 𝗛𝘂𝗺𝗮𝗻 + 𝗔𝗜 𝗣𝗮𝗿𝘁𝗻𝗲𝗿𝘀𝗵𝗶𝗽 ➜ The future isn’t AI versus clinicians. It’s clinicians empowered by AI. ✔ Better decisions ✔ Better care ✔ Better patient outcomes 💬 Which healthcare application of AI do you believe will have the greatest impact over the next decade❓ #HealthTech #DigitalHealth #ArtificialIntelligence #Innovation @enilev @Jagersbergknut @TysonLester @CurieuxExplorer @GlenGilmore @FrRonconii @chidambara09 @jeancayeux @mvollmer1 @Nicochan33 @RLDI_Lamy @pchamard @mikeflache @Fabriziobustama @ThEiLe0 @Mack1510019 @ipfconline1 @PawlowskiMario @drsharwood @kalydeoo @baski_LA @AnthonyRochand @smaksked @Eli_Krumova @andresvilarino @gvalan @AI_4_Healthcare @bimedotcom @arlenenewbigg @NewsNeus @domingonarvaez1 @bamitav @jornalistavitor @jblefevre60 @thomas_dettling @FmFrancoise @nafisalam @Mhcommunicate @Corix_JC @c4trends @smoothsale @amalmerzouk @PVynckier @bbailey39 @NathaliaLeHen @jasuja @ralf_ladner @mary_gambara

New AI Tool Could Help Scientists Make ‘Rare’ Cross-Disciplinary Leaps Using a system called BootLoops, scientists produced 36 papers in three months. Paired with experts, the tool could pollinate ideas across fields. t.co/V2TASH262v