利用人機融合的力量：創新新時代.pdf

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1、Proprietary+ConfidentialHarnessing the power of human-AI convergence:A new era of innovationNacho FloristanDirector Generative AI EMEA/APACGoogle CloudProprietary+ConfidentialComputationalPlanetaryHumanSocietalCellularMaking helpful for everyoneProprietary+ConfidentialAlphaFold20222018AI Principles2

2、017AlphaGo2015TensorFlow2024GeminiTransformerSome AI breakthroughs over last two decadesML for Spell Check20012006Google Translate+3000Researchers+7000PublicationsProprietary+ConfidentialAlphaFoldGoogle DeepMinds AlphaFold programme pioneered a groundbreaking understanding of over 200 million protei

3、ns,allowing scientists to advance research into new medicines and vaccines“This will be one of the most important datasets since the mapping of the human genome.”Professor Ewan BirneyDeputy Director General of EMBL and Director of EMBL-EBIProprietary+ConfidentialProprietary+ConfidentialAlphaFold is

4、accelerating research into plastic-eatingenzymes at the University of Portsmouth.The aim is to create enzymes that break down plastics so they can be 100%recycledAt the University of Oxford,AlphaFold research is helping scientists develop a more effective malaria vaccine that works at every stage of

5、 the diseases lifecycleAt the Institute of Biostructures and Bioimagingin Naples,AlphaFold is helping researchers uncover how protein mutations cause diseases like cancer,and how to prevent themAlphaFoldOpensource for non commercial useProprietary+ConfidentialProprietary+ConfidentialProprietary+Conf

6、idential*Example only.This image reflects early exploration of Med-PaLM 2s future capabilities.MedLM can synthesize and communicate information from images like chest-x rays,mammograms,and more to help doctors provide better patient care.Extending MedLM beyond LanguageProprietary+Confidential10AI Ca

7、se Study FlipdeckWildfire trackingUsing AI to provide accurate wildfire information to affected communities and fire authoritiesGoogles AI-powered wildfire tracking model is trained on multiple sources of data,including a variety of satellite imagery data sets.We also validate our wildfire model by

8、comparing it against our own model of fire scars based on measurements from past wildfire events.Other AI models are used to verify the existence of fires,and together all of this enables more accurate and definitive wildfire boundaries than using satellite imagery aloneGoogles wildfire boundary tra

9、cker is live in more than 20 countries globally,via SOS Alerts on Search and Maps.In 2024,as many as 1.4 million people saw our wildfire information in the first week of July alone,after wildfires broke out across Europe and Africa.Proprietary+Confidential11AI Case Study Flipdeckpeople globally are

10、affected by flooding each year250Meconomic damage caused annually by flooding$10Bpeople exposed to floodingare living in poverty globally 4 in 10Source:Nature communication Flood exposure and poverty in 188 countries;Statista Economic damage due to coastal flooding in the European UnionFlood HubProp

11、rietary+Confidential12AI Case Study FlipdeckFlood Hub covers river basins across 80 countries worldwide,providing critical flood forecasting to over 1,800 sites and a population of 460 million peopleFlood Hub uses two combined AI models to provide exceptional forecasting accuracyFlood HubProprietary

12、+Confidential13AI Case Study FlipdeckProject Green LightMany cities rely on expensive sensors or time-consuming manual vehicle counts to get the data traffic engineers need to optimise traffic lightsGreen Light,a Google Research initiative,uses AI and Google Maps driving trends to model traffic patt

13、erns,helping reduce stop-and-go traffic and improve traffic flow in cities“Green Light has become an essential component of Indias Kolkata Traffic Police.Since November 2022,we have implemented suggestions at 13 intersections.The outcome is excellent as per the feedback from commuters and traffic pe

14、rsonnel.”Vineet Kumar GoyalCommissioner of Police,Kolkata,IndiaProprietary+Confidential14AI Case Study Flipdeckintersections in 14 cities globally trialling Project Green Light70reduction in emissions and 30%reduction in stops at intersections*10%car rides monthly saving fuel and lowering emissions at intersections30MProject Green LightUp top.15Confidential and proprietary94%of crashes in the US involve human choice or errorSource:nhtsa.govWe cant wait to see what you are building with these AI blocksThank you!