在后 AI 世界中竞争.pdf

1、 2010-2024 Constellation Research,Inc.All rights reserved.1rwang0#DataInc 2010-2024 Constellation Research,Inc.All rights reserved.Competing in a Post AI WorldData,Inc Business ModelsOCTOBER 2024R“RAY”WANG(RWANG0)PRINCIPAL ANALYST AND FOUNDER2rwang0#DataInc 2010-2024 Constellation Research,Inc.All r

2、ights reserved.State Of The State Of AI3rwang0#GenerativeAI 2010-2024 Constellation Research,Inc.All rights reserved.4ConstellationR#2024PlanningFOMO POCBudgeted AIData ScarcityData CollectivesDark Ages20232023FOMO.Do a POC,steal from existing budgets.Get a POC out before the board asks.AI budget se

3、cured,focus on applied AI,make the AI work,prove a use caseRealization that there is not enough data to get to a level of precision required for stake holders to trust.Data Scarcity,wait do I have enough data to make this workWhoa,we need to pool data by industry value chains and build partnerships

4、for data.Death of publicly available data as most critical information is inside closed networks and data collectives20242024202520252026202620272027AI TimelineAI Timeline 2010-2024 Constellation Research,Inc.All rights reserved.LLMs only go so far on 85%accuracyLLMs 85%2010-2024 Constellation Resea

5、rch,Inc.All rights reserved.The next 10%is as hard as the first 85%LLMs 85%SLMs 10%2010-2024 Constellation Research,Inc.All rights reserved.To get to near accuracy create data collectivesLLMs 85%SLMs 10%VSLMs 5%2010-2024 Constellation Research,Inc.All rights reserved.Compete For Decision Velocity8rw

6、ang0#GenerativeAI 2010-2024 Constellation Research,Inc.All rights reserved.rwang0#GenerativeAI Improve decision velocity with AI and automation 2010-2024 Constellation Research,Inc.All rights reserved.rwang0#GenerativeAI The competitive moat is the business graph 2010-2024 Constellation Research,Inc