2022年人工智能状况报告（英）

State of AIGlobal | 2022 recapGlobal data and analysis on dealmaking, funding, and exits by private market AI companiesGuess Less. Win More.CB Insights helps the world’s leading companies make smarter technology decisions with data, not opinion. Our Technology Insights Platform provides companies with comprehensive data, expert insights, and work management tools that enable them to discover, understand, and make technology decisions.▮▮▮▮IIISign up for a free trial2State of AIMarket ProfilesExplore hundreds of new markets, learn the players, and decide who best meets your needs.PlatformBusiness Intelligence & AnalyticsMake your brand more searchable. Findable. Buyable. Partnerable. Investable.Complete a free Analyst Briefing Survey*and get in front of enterprise tech buyers, M&A teams, and investors.*Survey takers have increased their lead generation 3x on average.▮▮▮▮▮IIIApply here4State of AICB Insights saves me a tremendous amount of time and makes me more efficient, but it also gives me the peace of mind that my recommendations are right. It’s the expert second opinion I rely on for emerging tech.View success story →Moran HavivStrategic Innovation, MicrosoftDig Deeper.CB Insights clients can find and track companies using our analyst-curated Expert Collections.In this report, we analyzed more than 10K global AI vendors. Our analysis includes companies focused on core AI research and model development, AI chipmakers, and vendors using AI as a core differentiator for industry-specific or enterprise solutions such as healthcare diagnostics, autonomous vehicle development, warehouse robotics, and sales automation. We exclude companies purely focused on virtual reality development.6Artificial IntelligenceState of AIOur Most Popular Researchon AI7The state of generative AI in 7 chartsExpanding on Sequoia’s generative AI market map: The 250 companies driving generative AI forwardAnalyzing OpenAI’s investment strategy: How the ChatGPT maker is building a generative AI ecosystemThe 3 retail banks leading in AIThe Future of Generative AIRetail banks’ AI strategies: What we learned from mining earnings callsWhat the top retail banks are patenting in AIHow BNP Paribas is leveraging AI to manage environmental regulationsState of AIYour rundown onAI in 2022$45.8BGlobal AI funding in 2022. Down 34%. Global AI funding fell to $45.8B in 2022, a 34% decrease year-over-year (YoY). While annual deal count fared better, it still dropped by 10% to 2,956.This activity aligned with the broader venture funding downturn in 2022.In Q4’22, funding rebounded slightly quarter-over-quarter (QoQ) to hit $9.3B, but deals continued to tick down.See the data →8-47%Fall in mega-round funding.The number of mega-rounds plummeted from 2021’s record high to just 115, a 39% drop. These deals represented $21.8B in funding, down 47% YoY. Reflecting this trend, the average deal size for AI companies fell 30% over the same period to $21M.The top AI round was a $1.5B Series E to defens