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Here is one narrow way to look at human history:after thousands of years of compounding scientific discovery and technological progress,we have figured out how to melt sand,add some impurities,arrange it with astonishing precision at extraordinarily tiny scale into computer chips,run energy through it,and end up with systems capable of creating increasingly capable artificial intelligence.This may turn out to be the most consequential fact about all of history so far.It is possible that we will have superintelligence in a few thousand days(!);it may take longer,but I’m confident we’ll get there.How did we get to the doorstep of the next leap in prosperity?In three words:deep learning worked.In 15 words:deep learning worked,got predictably better with scale,and we dedicated increasing resources to it.That’s really it;humanity discovered an algorithm that could really,truly learn any distribution of data(or really,the underlying“rules”that produce any distribution of data).To a shocking degree of precision,the more compute and data available,the better it gets at helping people solve hard problems.I find that no matter how much time I spend thinking about this,I can never really internalize how consequential it is.There are a lot of details we still have to figure out,but it’s a mistake to get distracted by any particular challenge.Deep learning works,and we will solve the remaining problems.We can say a lot of things about what may happen next,but the main one is that AI is going to get better with scale,and that will lead to meaningful improvements to the lives of people around the world.AI models will soon serve as autonomous personal assistants who carry out specific tasks on our behalf like coordinating medical care on your behalf.At some point further down the road,AI systems are going to get so good that they help us make better next-generation systems and make scientific progress across the board.
接下来是游戏行业,从一款游戏的前期制作,到中期运营再到后期迭代,大模型不仅能降低成本,还能打造创新玩法,提供更好的游戏体验。我们来看屏幕上右上角的图片,这是网易推出的首款AI手游《逆水寒》,除了将AIGC应用于美术开发,更在NPC与玩家的交互上呈现独特的剧情体验,而非仅限于预设的脚本。《逆水寒》制作组在游戏中内嵌了一个全自动“AI作词机”,玩家可以输入几个关键词,AI便会一秒生成一首完整诗词,让玩家变身文人骚客。比如,玩家输入“西湖细雨”,AI会结合游戏里的景色,来一句“雨余微暖细看残,暗香浮动西湖。”根据官方说法,“AI作词机”基于的是网易拥有自主知识产权的伏羲AI引擎,且语料库高达2万多首经典宋词。众多大模型的应用可以让游戏NPC“活起来”生成新的数字世界,玩家们能够从中体会到独特的乐趣~当然在各行各业通用的人力资源管理领域,AI的应用覆盖了从招聘初期(如职位描述生成、简历分析、面试题设计)到员工绩效评估(分析员工工作表现,识别绩效趋势和提升点,为管理层提供数据支持的绩效反馈)再到员工培训与发展各个环节,显著提高了工作效率。在全行业中,基础办公提效ppt、excel、会议报告、策划会、文案包装、图文海报、客服机器人bot等等都可以从【单个任务task->角色role->角色间协同collaboration】显著提高工作效率。健身行业—AI减重顾问——既能解决售前客服的问题,也能解决学员离开健身营之后的健康监护,更能提高学员的体验。
以下举市面上的100个应用AI的产品,并简单概括项目使用的技术、应用场景,项目主要涉及以下几方面:1.辅助创作与学习:如AI智能写作助手帮助用户快速生成高质量文本;AI语言学习助手、诗歌创作助手、书法字体生成器、漫画生成器等为用户的学习和创作提供支持。2.推荐与规划:包括AI图像识别商品推荐、美食推荐平台、旅游行程规划器、时尚穿搭建议平台、智能投资顾问等,根据用户的需求和偏好为其推荐合适的产品、服务或制定个性化的计划。3.监控与预警:如AI宠物健康监测设备、家居安全监控系统、天气预报预警系统、医疗诊断辅助系统等,实时监测各种情况并提供预警。4.优化与管理:涉及办公自动化工具、物流路径优化工具、家居清洁机器人调度系统、金融风险评估工具等,提高工作效率和管理水平。5.销售与交易:有AI艺术作品生成器、书法作品销售平台、摄影作品销售平台、汽车销售平台、房地产交易平台等,为各类产品和服务提供销售渠道。总之,这些AI轻创业项目为创业者提供了丰富的选择和广阔的发展前景,创业者可以根据自己的兴趣、技能和市场需求,选择适合自己的项目进行创业。