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Geospatial Reasoning: New Approach To AI Spatial Analysis

How artificial intelligence is improving scientific research for practical benefit.
Geospatial reasoning gives intelligent maps a voice and cognitive process. You can ask it simple questions like a friend.
Google research teams employ AI to answer basic scientific questions and study quantum computing, geospatial science, biological science, and neurology.
Artificial intelligence has historically driven scientific progress at Google, and the current rate is unmatched. AI's advancements have accelerated and expanded the "magic cycle" of research from breakthrough to practical impact.
AI boosts human creativity. Google teams are using AI to answer basic scientific questions and broaden the range of possibility, yielding new insights into life and innovative solutions to humanity's biggest issues. To accelerate scientific discoveries, collaborate with academics and industry. It also gives partners all technologies and instruments for study.
Recent Google Research findings in these four areas have major scientific and social ramifications.
Improving disease treatment with biological science
AI's promise to democratise science, personalise medicine, and expand biological and medical research fascinates us. This AI co-scientist wants to accelerate biomedical therapy discovery. This multi-agent system uses AI's ability to synthesise information and perform complex reasoning to help scientists produce fresh research ideas and hypotheses using plain language.
A multimodal version of AMIE, a medical diagnostic dialogue AI agent, was published in Nature. It can interpret visual medical data for more accurate diagnosis. AMIE is based on MedPaLM and other medical language models.
Using embedding models for digital pathology, dermatology, and chest x-rays, the developers created TxGemma, a set of open models to improve therapeutic development. To help developers build medical AI apps, it keeps supporting Health AI Developer Foundations.
Genomic research is also used to diagnose rare disorders and investigate genetic susceptibilities. Researchers can correlate genomic variants with REGLE, an unsupervised deep learning algorithm. In collaboration with Personalised Pangenome References, researchers released new DeepVariant models. When analysing genomes with many ancestries, these models reduce errors by 30%.
Neuroscience research is improving brain understanding
Have also progressed brain science and connectomics in the previous decade. The first method for mapping neurones and their connections in brain tissue using commonly available light microscopes, LICONN, was published in Nature yesterday by Google Research and ISTA. LICONN will enable connect omics research in more labs worldwide.
In collaboration with Harvard and HHMI Janelia, the developers released the Zebrafish Activity Prediction Benchmark (ZAPBench) beyond neural connections. Over 70,000 larval zebrafish brain neurones were recorded for this benchmark. Scientists can now study the relationship between dynamic neural activity and structural circuitry in a vertebrate brain. The dataset and benchmark are publicly available to help neuroscientists model brain activity more accurately.
In collaboration with Princeton University, NYU, and HUJI, investigations examined the similarities and differences between deep language models and the human brain in natural language processing. This study suggests that deep learning models may offer a new computational framework for brain neuronal code decipherment.
Addressing global concerns via geospatial reasoning
Google Research speeds up geographical problem-solving by making important information more accessible. The first FireSat satellite was launched to fight wildfires. The high-resolution data, updated globally every 20 minutes to build the constellation to over 50 satellites, will help scientists comprehend wildfire propagation and emergency responders notice flames early. Companies have improved climate resilience and crisis response with Flood Forecasting and WeatherNext AI models.
The new Geospatial Reasoning research project uses generative AI and geospatial foundation models to locate actionable knowledge using a conversational interface. It builds on prior Population Dynamics and trajectory-based mobility core models, as well as weather, floods, wildfires, Open Buildings, and SKAI models. Geospatial reasoning benefits public health, integrated business planning, urban planning, climate research, and others.
Quantum computing nears practicality
For over ten years, it has been working towards constructing huge quantum computers that can solve impossible problems. This Willow chip, with mistake correction and cutting-edge performance, is a milestone. On World Quantum Day, stressed its progress towards practical applications.
In collaboration with Sandia National Laboratories, researchers found that a quantum algorithm might better simulate sustained fusion processes. This could enable fusion energy with its large-scale clean energy potential. It demonstrated a breakthrough hybrid method to quantum simulation that opens the door to future scientific discoveries that will advance quantum research.
AI's potential is being realised in several sciences. Developers will keep asking the most critical questions and solving intractable issues to find scientific discoveries that can aid billions.
#geospatialreasoning#biologicalscience#geospatial#neuroscience#scientificresearch#GeospatialScience#technology#TechNews#technologynews#news#govindhtech
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The mighty strength of a jungle Guerilla
#GorillaStrength#PrimatePhysiology#AnimalPower#WildlifeWonders#GreatApes#AnimalAdaptation#EvolutionaryBiology#ConservationBiology#AnimalBehavior#Zoology#NaturalWorld#BiologicalScience#WildlifeConservation#AnimalKingdom#PrimatologyResearch#BiomechanicsOfAnimals
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Job Opportunity: Technician Biotechnology Platform (2 Posts) at the University of Zimbabwe! - March 2025
The University of Zimbabwe’s Faculty of Veterinary Sciences, Department of Veterinary Biosciences, is seeking two skilled Technicians to run their Biotechnology Platform laboratories! If you have a background in chemistry, biochemistry, biological sciences, or biotechnology, and a passion for molecular diagnostics and bioengineering, this is a great opportunity for you. About the Role: As a…

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#Biochemistry#Bioengineering#BiologicalSciences#Biology#Biotechnology#genetics#HarareJobs#HigherEducation#JobOpportunity#LaboratoryJobs#Microbiology#MolecularDiagnostics#news#sports#TechnicianJobs#UniversityOfZimbabwe#VeterinaryScience#ZimbabweJobs
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Biological Sciences#researchawards #biologist
Cell Biology: Cells are the building blocks of life. Each cell is a complex, tiny factory working tirelessly to sustain life. We’ll delve into the structures and functions of these microscopic units. Genetics: Discover how traits are passed down from one generation to the next. Learn about DNA, the molecule that carries the genetic code, and how it influences everything from eye color to susceptibility to certain diseases. Evolution: Uncover the processes that have shaped life on Earth over millions of years. Understand how natural selection and genetic variation drive the evolution of species. Ecology: Explore the intricate relationships between organisms and their environments. See how energy flows through ecosystems and how living things interact with each other and their surroundings. #Biology#LifeScience#BioScience#BiologicalSciences#BioResearch#Microbiology#Genetics#Ecology#Botany Website: https://youngscientistawards.com/ Follow us on Twitter : https://twitter.com/youngsc06963908 Linkedin- : https://www.linkedin.com/in/shravya-r... Pinterest : https://in.pinterest.com/youngscienti... Blog : https://youngscientistaward.blogspot.... Tumblur : https://www.tumblr.com/blog/shravya96
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A formatura não é o fim, é um começo. "Quando a educação não é libertadora, o sonho do oprimido é ser o opressor.' Paulo Freire . . . . . ✨🍃 @ufvjmoficial @profa.leiamp #colaçãodegrauoficial🎓 #colacaodegrau #biologia #bióloga #ciênciasbiológicas #biology #biologicalscience #biologist (em Diamantina, Minas Gerais) https://www.instagram.com/p/Ckgv_2Ag6cC/?igshid=NGJjMDIxMWI=
#colaçãodegrauoficial🎓#colacaodegrau#biologia#bióloga#ciênciasbiológicas#biology#biologicalscience#biologist
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#imperialcollegelondon #imperial #subject #assignments #essaywriting #thesiswriting #studenthelp #aeronauticalengineering #aeronautics #biochemistry #lifescience #bsc #biochemistry #biochemistrystudent #biologicalscience #biomaterials #tissueengineering #service #available #forstudents (at Imperial College London) https://www.instagram.com/p/CTI2_jzIrAO/?utm_medium=tumblr
#imperialcollegelondon#imperial#subject#assignments#essaywriting#thesiswriting#studenthelp#aeronauticalengineering#aeronautics#biochemistry#lifescience#bsc#biochemistrystudent#biologicalscience#biomaterials#tissueengineering#service#available#forstudents
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Have submitted my entry to the annual AIBS Faces of Biology photo competition…I may not be kitted out like these pro-photogs, but hey, I think these images give a decent glimpse into our field! 1️⃣ Happy @mic_iz with a Karoo Prinia she just banded/ringed at @intakaisland, & 2️⃣ Last year’s entry…Christina takes measurements of the water in the Groot River Estuary. #research #conservation #fieldwork #prinia #birdbanding #birdringing #mistnetting #birds #ornithology #fish #water #river #estuary #watersampling #waterquality #biologicalscience #ecology #ecologicalmonitoring #WomenInSTEM #FacesOfBiology (at South Africa) https://www.instagram.com/p/CFz01J1Absb/?igshid=18w9jnq99askn
#research#conservation#fieldwork#prinia#birdbanding#birdringing#mistnetting#birds#ornithology#fish#water#river#estuary#watersampling#waterquality#biologicalscience#ecology#ecologicalmonitoring#womeninstem#facesofbiology
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Science T shirt With Funny Quote - Stand Back I'm Going to Science - Short-Sleeve Unisex T-Shirt for just $23.95 Our premium quality t-shirts, sourced from Bella + Canvas are soft, light, and have the right amount of stretch. They are comfortable and the unisex cut is flattering for men and women. We can't compliment this shirt enough – it's a crowd favorite. And it's sure to be your next favorite too! These shirts are also produced in the US in an eco-friendly production process. * 100% combed and ring-spun cotton* * Fabric weight: 4.2 oz/y² (142 g/m²) * Tear-away label * Shoulder-to-shoulder taping * Side-seamed Color Availability May Vary * Heather colors are 52% combed and ring-spun cotton/48% polyester. * Athletic and Black Heather are 90% combed and ring-spun cotton/10% polyester. * Ash color is 99% Airlume combed and ring-spun cotton and 1% poly. * Heather Prism Ice Blue is 52% Airlume combed cotton / 48% polyester * Rest of the Prism colors are 99% Airlume combed and ring-spun cotton and 1% polyester. Care Instructions Machine wash cold, inside-out, gentle cycle with mild detergent and similar colors. Use non-chlorine bleach, only when necessary. No fabric softeners. Tumble dry low, or hang-dry for longest life. Cool iron inside-out if necessary. Do not iron decoration. Do not dry clean. BELLA+CANVAS is a green company through and through. By focusing on energy reduction, water reduction and waste reduction, they analyze every stage of the production process—taking every opportunity to minimize their ecological footprint. Ultra-efficient dye machines save over 24 million gallons of water a week and their manufacturing facilities produce almost zero landfill. BELLA+CANVAS, has a USA-strong approach to production. This means that almost the entire manufacturing process takes place right here in America. We’re designing it here, dyeing it here and cutting it here. The garments are then assembled in the U.S. or Central America. All of our production is 100% sweatshop-free and Platinum W.R.A.P. Certified.
#GraphicTees#ScienceTShirt#FunnyScienceShirt#ScientistGift#TeacherGift#NerdyGift#ScienceGift#GraphicTeesForMen#ScienceHumor#BiologicalScience
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5 years ago when I decided to major in biology and pursue veterinary medicine, I knew I was choosing one of the most challenging majors and career paths, but I also knew what I was capable of. I've completely fallen in love with science. It's so humbling knowing that I get to learn and understand the most complex thing on this planet: life. My experiences at SCC and CSUF have been unforgettable. The endless studying, crying, exhaustion and mental breakdowns have been worth it. I know my undergrad has prepared me well for vet school. 💙🐘 #classof2017 #biologicalscience #CSUF #theBSwasworthit #onedegreehotter (at California State University, Fullerton)
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Maybe in my next life I’ll study Botany 🌿
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Signin dat degree #iamaprofessional #werq #bachelorofscience #biology #biologicalsciences #donedidit #straightAs #noofcoursenot #notanerd #suit #slayed #snatched (bij Vrije Universiteit Amsterdam) https://www.instagram.com/p/BqPvwchlUfq/?utm_source=ig_tumblr_share&igshid=wgp02fa807r
#iamaprofessional#werq#bachelorofscience#biology#biologicalsciences#donedidit#straightas#noofcoursenot#notanerd#suit#slayed#snatched
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So happy to have my mum and dad by my side on what is the proudest moment of my life. Took ages and I'm glad i got to the end and finally finished. They supported me all the way, some of it was tough love but still all love and i am glad they got to see it. ❤❤ 👪🔬🔬 Biological sciences btw dude!!! Ita for you mum and dad. Love you guys. (Mushy hahaha) #mum #dad #mumanddad #graduation #grad #love #biologicalsciences #biological #london #barbican #londonmetuni #barbicancentre (at Barbican Centre)
#love#graduation#dad#london#biologicalsciences#mumanddad#barbican#londonmetuni#mum#biological#grad#barbicancentre
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BIOLOGY OF CHORDATES By B. N. Pandey & Vartika Mathur -Suitable for the needs of B.Sc. Zoology, Life Sciences, Biological Sciences and Animal Sciences as well as M.Sc. Zoology students for their core course on chordata (chordates). Buy Now #biology #biology19 #biologicalsciences #biologymatters #Science #PHILearning #PHIBookClub #undergraduate #postgraduate #college #students #study #reading #books https://www.instagram.com/p/CR__mCfFS_r/?utm_medium=tumblr
#biology#biology19#biologicalsciences#biologymatters#science#philearning#phibookclub#undergraduate#postgraduate#college#students#study#reading#books
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Double tap ♥️ if you like this Checkout our bio for more information tips .. comment your views .. ⭐️Tag a friend 👥 .. ⭐️Turn on post Notifications ......... For more videos follow us on . . 👉@sports_saal 👉@big_stream_series 👉@best_movie_videos 👉@trending_videos_today .. #sciencefacts #scienceinnovation #sciencetechnology #timetraveler #humanintelligence #biologicalsciences #physicsfacts #wormhole #physicslaw #physicist #theoreticalphysics #sciencememe #sciencelover #sciencelab #sciencelife #sciencelove #exorbitantmind #exorbitant_mind #physicslab #scienceeducation #sciencecommunity #nuclearphysics #nanotech #quantumphysics (at London, United Kingdom) https://www.instagram.com/p/CKWpJByJ1lP/?igshid=g73vjxvpyk41
#sciencefacts#scienceinnovation#sciencetechnology#timetraveler#humanintelligence#biologicalsciences#physicsfacts#wormhole#physicslaw#physicist#theoreticalphysics#sciencememe#sciencelover#sciencelab#sciencelife#sciencelove#exorbitantmind#exorbitant_mind#physicslab#scienceeducation#sciencecommunity#nuclearphysics#nanotech#quantumphysics
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Whatsapp Contact. +923028104765 #universityofcambridge #universitystudent #assignmentwriting #thesiswriting #essaywriting #subject #aerospaceengineering #aerothermalengineer #akkadian #anatomy #ancientlanguage #ancient #anthropology #arabic #archaeology #architecture #arthistory #assyriology #astrophysics #biologicalscience #biology #biomedicalscience #botony #chemicalengenering #chemistry #chinese #studenthelp (at University of Cambridge) https://www.instagram.com/p/CSpoHkFskly/?utm_medium=tumblr
#universityofcambridge#universitystudent#assignmentwriting#thesiswriting#essaywriting#subject#aerospaceengineering#aerothermalengineer#akkadian#anatomy#ancientlanguage#ancient#anthropology#arabic#archaeology#architecture#arthistory#assyriology#astrophysics#biologicalscience#biology#biomedicalscience#botony#chemicalengenering#chemistry#chinese#studenthelp
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#january9th Writting service assist at #biologicalsciences https://drbgrpublications.in, #thesis #doctoratedegree #microbiologylab #drbgrpublications (at TNPMMN School .Thalavaipuram) https://www.instagram.com/p/CJ0RRckFXbm/?igshid=1ws3ww85ljb7c
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