home.social

#predictive — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #predictive, aggregated by home.social.

  1. 1/2 #Science, #Modeling and #Predictive Regimes : We understand , particularly wrt #ClimateChange , that large impacts regarding interactions between population centers, zones of habitability and planetary carrying capacity, are now non reversible in the short term.We can say certain coastal areas will be inundated. The problem is that an event like a #Hurricane can result in permanent erosion and inundation on a scale measured in hours, while without that event it might be years…

  2. 1/2 #Science, #Modeling and #Predictive Regimes : We understand , particularly wrt #ClimateChange , that large impacts regarding interactions between population centers, zones of habitability and planetary carrying capacity, are now non reversible in the short term.We can say certain coastal areas will be inundated. The problem is that an event like a #Hurricane can result in permanent erosion and inundation on a scale measured in hours, while without that event it might be years…

  3. 1/2 #Science, #Modeling and #Predictive Regimes : We understand , particularly wrt #ClimateChange , that large impacts regarding interactions between population centers, zones of habitability and planetary carrying capacity, are now non reversible in the short term.We can say certain coastal areas will be inundated. The problem is that an event like a #Hurricane can result in permanent erosion and inundation on a scale measured in hours, while without that event it might be years…

  4. 1/2 #Science, #Modeling and #Predictive Regimes : We understand , particularly wrt #ClimateChange , that large impacts regarding interactions between population centers, zones of habitability and planetary carrying capacity, are now non reversible in the short term.We can say certain coastal areas will be inundated. The problem is that an event like a #Hurricane can result in permanent erosion and inundation on a scale measured in hours, while without that event it might be years…

  5. 1/2 #Science, #Modeling and #Predictive Regimes : We understand , particularly wrt #ClimateChange , that large impacts regarding interactions between population centers, zones of habitability and planetary carrying capacity, are now non reversible in the short term.We can say certain coastal areas will be inundated. The problem is that an event like a #Hurricane can result in permanent erosion and inundation on a scale measured in hours, while without that event it might be years…

  6. Nationwide protests against anti-Black racism and police violence have sparked demands and reckonings in several corners of higher education and academe.

    The latest to join the fray is the discipline of #mathematics.

    Ten mathematicians from eight universities and one company wrote an open letter calling for mathematicians to cease collaborating with police departments. The letter also urges math scholars to publicly audit influential algorithms and to embed learning outcomes related to #ethics in #data #science curriculums.

    "It's a political belief, that collaborating with police in any capacity contributes to white supremacist violence and oppression," said #Tarik #Aougab, a math professor at Haverford College and one of the letter writers, speaking personally on his motivations. "Really any collaboration between mathematics, which is something that I love and that I find extremely beautiful, and the institution of policing shouldn't happen."

    The letter has 1,500 verified signatures from mathematicians, Aougab said, although that number is not limited to academic mathematicians. The letter has been submitted to and accepted by the Notices of the American Mathematical Society.

    The letter writers take particular aim at "predictive policing," which involves using data and mathematics to predict where crime will happen.

    "Many of our colleagues can and do work with police departments to provide modeling and data work," the letter said, noting that in 2016 the Institute for Computational and Experimental Research in Mathematics (#ICERM) at Brown University held a one-week workshop on #predictive #policing.

    #PredPol, a major predictive policing company, says that its technology is being used to protect one out of every 33 people in the United States.

    Opposition to predictive policing is not new. Academics have raised concerns in recent years about the mathematical theory underlying the technology and its tendency to create self-reinforcing feedback loops ("It is predicting future policing, not future crime," said a 2017 paper on the subject).

    insidehighered.com/news/2020/0

  7. Salesforce Einstein Consultant for AI-Driven CRM Excellence

    In today’s competitive digital landscape, leveraging artificial intelligence within CRM is no longer optional—it is essential. A Salesforce Einstein Consultant helps businesses unlock the full potential of AI-powered capabilities embedded within Salesforce.

    Get in touch: achieva.ai/einstein-ai/

    #Salesforce #Einstein #Consultant, #AI #CRM #Solutions, #SalesforceAIServices, #Predictive #Analytics, #CRM #automation

  8. We are the only CTI platform that provides predictive indicators to be one step ahead! vuldb.com/kb/cti #vuldb #cti #ioc #ttp #ioa #predictive

  9. The predictive indicators of our CTI platform are very unique. Be one step ahead! vuldb.com/?kb.cti #vuldb #cti #ioc #ttp #ioa #predictive

  10. Watched a movie last night where people had changed working hours to overnight and boat travel and wading were the norm. #Predictive

  11. Tren Digital Marketing 2025: Dari Hyperpersonalization ke Predictive Marketing

    #Iklans - #Tren #Digital Marketing 2025: Dari #Hyperpersonalization ke #Predictive Marketing - Perkembangan #teknologi digital terus mendorong perubahan besar dalam dunia #pemasaran. Setiap tahun, pendekatan dan #strategi marketing berevolusi mengikuti perilaku konsumen yang semakin cerdas dan dinamis. Jika beberapa tahun lalu fokus utama digital marketing adalah personalization, maka di…

    iklans.com/blog/tren-digital-m

  12. Predictive Analytics dalam Marketing: Memprediksi Tren Sebelum Terjadi

    #Iklans - #Predictive Analytics dalam #Marketing: Memprediksi #Tren Sebelum Terjadi - Dunia #pemasaran saat ini berkembang dengan kecepatan luar biasa. Persaingan antarbrand semakin ketat, dan perilaku konsumen pun terus berubah mengikuti tren #digital, #teknologi, serta dinamika sosial. Dalam situasi seperti ini, kemampuan memprediksi apa yang akan terjadi bukan lagi sekadar keunggulan kompetitif —…

    iklans.com/blog/predictive-ana

  13. The Way Forward - The Future of Insurance: “The future of insurance will be written by those who move from predicting the past to architecting the future, transforming risk from a liability to be avoided into an asset to be managed." - Futurist Jim Carroll

    The insurance industry stands at a historic inflection point - moving from always looking back, to increasingly looking right now and looking forward.

    Think about it - for centuries, the foundation of the industry has been the actuarial analysis of the past—a model that involves looking at what happened, and indemnifying customers based on that reality. That era is over. A powerful convergence of hyper-connectivity, artificial intelligence (AI), and accelerating, complex risk is forcing a new model, in which insurance is underwritten not just by looking at the past to predict future risk, but by underwriting that risk based on real-time information and concise information on what might happen next.

    This is a huge change - and one that is massive both in terms of the challenge and the opportunity.

    I've been covering trends in the industry for 30 years. Looking back at my keynotes and what I've written about the industry, 10 key trends stand out that are reshaping the global risk landscape identified above.

    The shift to predictive analytics
    Hyper-connectivity & the Internet of Things (IoT)
    The acceleration of risk
    AI-driven underwriting and claims
    Just-in-time" & usage-based insurance (UBI)
    The blurring of industries
    The rise of the empowered, digital customer
    The reinvention of distribution channels
    The transformation of actuarial science
    The emergence of "risk architecture" as a service

    Despite the immense promise of these trends, the insurance industry has been notoriously slow to change. Like, really slow! It's said that more than half of the coding in the industry still runs on COBOL! This means there is a huge speed divide between the new InsurTech startups and legacy companies.

    Like I said. 

    That's a big challenge.

    And it's a huge opportunity!

    ---

    Futurist Jim Carroll has covered the insurance industry extensively in his blog, which can be found at jimcarroll.com/category/insura

    **#Insurance** **#Risk** **#Technology** **#AI** **#Predictive** **#Innovation** **#Digital** **#Analytics** **#Transformation** **#Future**

    Original post: jimcarroll.com/2025/09/decodin

  14. "The future of human health is not waiting to be discovered - it is waiting to be built!" - Futurist Jim Carroll

    Some weeks ago, in my Megatrends series, I wrote about the future of healthcare, in particular, the impact of preventative medicine, predictive medicine, and accelerating longevity.

    Those posts drew the interest of a good friend of mine in Australia - a medical doctor and healthcare researcher. She wrote to me asking what this might mean in terms of a future career.

    Here's what I want to tell her.

    ----
    What's fascinating is how these three megatrends are converging in ways that make your expertise essential:

    Predictive and Preventative Healthcare (#10) requires someone who understands population health patterns and can design systems that identify risk before symptoms appear.

    Longevity Science (#11) focuses on healthspan, not just lifespan – companies need professionals who understand how health behaviors compound across populations.

    Personalized Medicine (#12) moves from universal pills to individualized treatments, but requires scaling personalized approaches without widening health disparities.

    As I wrote in Megatrend #10, the medicine of tomorrow isn't about the miracle cure; it's about the predictive insight that makes the cure unnecessary. These companies desperately need people who understand health from a systems perspective, not just a technology perspective.

    Here's the key point to consider - the future of health is being written right now. The question isn't whether public health professionals belong in tech companies – it's which companies will be smart enough to recognize they need you. It also involves having the courage and belief in your skills to make a big, bold leap at this moment in your career, jumping in when you are most uncomfortable with a career change, and yet doing so at the exact right time that the private sector needs someone like you.

    Need a bit of encouragement?

    I've been having some fun with AI lately, exploring what these new career paths might look like by 2030, and specifically, thinking about the new careers that could exist in 5 or 10 years. Imagine yourself in one of these roles. These are the very jobs you might find yourself working in. If you want the full document I prepared, the PDF is right here.

    pdf.jimcarroll.com/FutureHealt

    Explore the new jobs that are likely to exist - and know that these aren't mere jobs – they're missions. Here's how they break down:

    The data is flowing, the technology is here, and the future of human health isn't waiting to be discovered – it's waiting to be built.

    The only question is: who will be the architects?

    You?

    #Healthcare #Future #Innovation #Prevention #Technology #Medicine #Career #Health #Predictive #Opportunity

    Original post: jimcarroll.com/2025/08/decodin

  15. **Megatrend #10** — Predictive and Preventative Healthcare:
    “𝑇ℎ𝑒 𝑚𝑒𝑑𝑖𝑐𝑖𝑛𝑒 𝑜𝑓 𝑡𝑜𝑚𝑜𝑟𝑟𝑜𝑤 𝑖𝑠𝑛’𝑡 𝑎𝑏𝑜𝑢𝑡 𝑡ℎ𝑒 𝑚𝑖𝑟𝑎𝑐𝑙𝑒 𝑐𝑢𝑟𝑒; 𝑖𝑡’𝑠 𝑎𝑏𝑜𝑢𝑡 𝑡ℎ𝑒 𝑝𝑟𝑒𝑑𝑖𝑐𝑡𝑖𝑣𝑒 𝑖𝑛𝑠𝑖𝑔ℎ𝑡 𝑡ℎ𝑎𝑡 𝑚𝑎𝑘𝑒𝑠 𝑡ℎ𝑒 𝑐𝑢𝑟𝑒 𝑢𝑛𝑛𝑒𝑐𝑒𝑠𝑠𝑎𝑟𝑦.” — Futurist Jim Carroll

    Medicine is shifting from reactive treatment to anticipatory care through continuous monitoring, AI diagnostics, and early intervention. We are moving from fixing people after they are sick to knowing what they will become sick with and acting accordingly. This creates fundamentally different business models across the health system and massive new business and societal opportunities.

    The interesting thing about this trend is that while it involves so much promise, it also requires societies that have a mature relationship with science and the future. Given some of the recent events throughout the US, it is becoming obvious that other parts of the world will see greater advancements with this megatrend.

    With that in mind, let's dive into the idea of "health reimagined.". Want the full report? There's a PDF here!

    pdf.jimcarroll.com/Megatrend10

    What's underneath it all are four major trends that form the central nervous system of a proactive health ecosystem.

    Artificial Intelligence: The engine of the proactive health revolution, enabling risk prediction, diagnostic enhancement, and personalized care at an unprecedented scale.

    Genomics: The biological blueprint for personalized medicine, enabling a shift from population averages to truly individualized care.

    Wearables & IoMT: The continuous monitoring network that captures real-time physiological and behavioral data in everyday life.

    Data Interoperability: The connective tissue that enables seamless information flow across the entire health ecosystem.

    Will all of this happen?

    There's a lot of pie-in-the-sky thinking that involves huge change with a massively complex system. Some societies are no longer mature enough to chase the opportunities.

    But the trends, technology, and science identified above are evolving at an astonishing speed, and so clearly, this is a megatrend to watch.

    ----

    Futurist Jim Carroll has been covering the trends in this article throughout the global healthcare sector for 20+ years. More details can be found at
    healthcare.jimcarroll.com

    **#Healthcare** **#Predictive** **#AI** **#Genomics** **#Wearables** **#Prevention** **#Personalized** **#Medicine** **#Innovation** **#Future**

    Original post: jimcarroll.com/2025/07/decodin

  16. The predictive indicators of our CTI platform are very unique. Be one step ahead! vuldb.com/?kb.cti #vuldb #cti #ioc #ttp #ioa #predictive

  17. Megatrend **#4** - Digital Twins: "With a digital twin, we don't just envision the future; we build it, test it, and perfect it, long before it ever touches the real world." - Futurist Jim Carroll

    It's one of the most unappreciated but most powerful megatrends with a huge amount of potential. And you might not know it, but it's already being used all around you.

    What's it all about? Think of it this way - it involves the creation of virtual replicas that allow for unprecedented simulation, optimization, and predictive capability, involving things like supply chains, buildings, manufacturing processes, and even surgery. in essence, we can figure things out before committing to doing those things. In that way, we can solve previously impossible problems, by testing and simulating them first.

    Imagine being able to test out a big, expensive idea without actually building anything. Or fixing a problem in your factory before it even happens. Sounds like science fiction, right? It's not. It's happening right now, and it's changing how businesses operate.

    What exactly Is a digital twin?

    Think of it as a super-detailed virtual copy of something real. This "something" could be almost anything: a factory machine, an entire building, a complex supply chain, or even, as the quote suggests, a human organ. This isn't just a static picture, though. This digital replica is constantly updated with data from its real-world counterpart. So, if a machine in your factory starts to heat up, its digital twin knows it too, in real-time.

    Digital twin technology is already being used in supply chains, building management and design, manufacturing, and more.

    What's next? Advancements with personalized healthcare. Digital twins of human organs could allow doctors to test out different treatments for a patient's specific condition virtually, predicting the best course of action without any risk to the patient. Entire cities could have digital twins, allowing urban planners to simulate the impact of new infrastructure projects, traffic patterns, and even climate change scenarios.

    Why does it matter? Because it gives us unprecedented simulation, optimization, and predictive capability. It's like having a crystal ball for your business or your project. By understanding how things will behave before we make big investments or take significant risks.

    Oh, and one more thing.

    This stuff is not theoretical. My oldest son is a UAV Practice Manager for a major firm and a GIS / geospatial mapping expert. In a proud dad moment, here's an article he just wrote on digital twin technology in the industry in which he works.

    **#DigitalTwins** **#Simulation** **#Innovation** **#Technology** **#Optimization** **#Predictive** **#Virtual** **#Manufacturing** **#Healthcare** **#Future**

    Original post: jimcarroll.com/2025/06/decodin

  18. #Zoomposium with Dr. #Wanja #Wiese: “The #mathematization of #consciousness or can #mind be #simulated?”

    I had been aware of Wanja Wiese for some time, as his name has often been mentioned in the context of the application of the #philosophical #concepts of “#predictive #coding/#processing” and the “#free#energy #principle” (#Karl #Friston) in connection with the elucidation of the constitution of consciousness.

    More at: philosophies.de/index.php/2024

    or: youtu.be/G6_O-QvDvNk

  19. #Zoomposium mit Dr. #Wanja #Wiese: „Die #Mathematisierung des #Bewusstseins oder lässt sich #Geist simulieren?“

    Auf Wanja Wiese war ich schon seit Längerem aufmerksam geworden, da sein Namen häufig im Kontext zur Anwendung der #philosophischen #Konzepte des "#predictive #coding/#processing" und des "#free#energy #principles" (#Karl #Friston) im Zusammenhang zur Aufklärung der Konstitution von Bewusstsein gefallen ist.

    Mehr auf: philosophies.de/index.php/2024

    oder: youtu.be/G6_O-QvDvNk

  20. @darioringach This preprint is an excellent read on the #adaptation of the #firing rate of primary #visual #cortex neurons - showing a #powerlaw scaling between the ratio of #probabilities and the ratio of observed firing rates, and also relative invariance of directional scatter (though I am puzzled by the use of cosine similarity instead of more standard distances between distributions...).

    An interesting result is that the log firing rate is linearly proportional to the negative surprise of a stimulus, which will certainly bring a smile to proponents of #probabilistic representations in the brain or #predictive processing...

    The study extends these observations to more ecological distributions, but - as far as I understand it - still samples individual orientations. One can predict that this would extend to showing textures with different levels of anisotropy (as defined by the tuple $(n_x, n_y)$ in the Ringach, 2002 paper, for example), creating a stimulus set ${ s_i }$ that better covers the space of visual features.

    #computationalneuroscience

  21. The future of #QHAI holds immense promise, potentially revolutionizing industries ranging from #healthcare to #finance. Advanced pattern recognition, #predictive analytics, and decision-making capabilities could reach new heights, empowered by the #confluence of #quantum and #holographic technologies. Continued #investment in research and #collaborative initiatives will be pivotal to realizing these #transformative benefits.
  22. We are the only CTI platform that provides predictive indicators to be one step ahead! vuldb.com/?kb.cti #vuldb #cti #ioc #ttp #ioa #predictive

  23. We are the only CTI platform that provides predictive indicators to be one step ahead! vuldb.com/?kb.cti #vuldb #cti #ioc #ttp #ioa #predictive

  24. We are the only CTI platform that provides predictive indicators to be one step ahead! vuldb.com/?kb.cti #vuldb #cti #ioc #ttp #ioa #predictive

  25. We are the only CTI platform that provides predictive indicators to be one step ahead! vuldb.com/kb/cti #vuldb #cti #ioc #ttp #ioa #predictive

  26. We are the only CTI platform that provides predictive indicators to be one step ahead! vuldb.com/kb/cti #vuldb #cti #ioc #ttp #ioa #predictive

  27. We are the only CTI platform that provides predictive indicators to be one step ahead! vuldb.com/kb/cti #vuldb #cti #ioc #ttp #ioa #predictive