OSINT 力量倍增器：用生成式人工智能增强 OSINT实现暴力意识形态发现、分诊和网络映射.pdf

1、OSINT Force MultiplierAugmenting OSINT With GenAI for Violent Ideology Discovery,Triage,and Network MappingConsider the future realityAugmentationAI literacyState of PlayThe ChallengeFuturesAgendaCHANGEPart IGenerative AIState of PlayGenerative ModelsText(LLMs)ImagesAudioVideoMultimodalPROVIDER CONS

2、IDERATIONSModel Origin Bias Demographics Training data/knowledgeCapability Token limits,parameters,modalities Right tool for right job Reasoning abilityVulnerabilities How was it trained Safety protocols Developer IntentAI Literacy MattersMODELS for OSINTModelAccuracySpeedModalitySafetyOSINT Utility

3、ChatGPT-5.xOpenAIGoodModerateText,images,video,voice,web-searchHighGoodClaude 4.xAnthropicGoodFastText,web-search*,diagramsVery HighMixedGrok 4.xxAIMixedFastText,images,web-search,x-searchLowBespokeDeepSeek R1DeepSeekMixedFastText,images*MixedBespokeGemini 3GoogleGoodFastText,images,video,voice,web-

4、searchMixedGood*General OSINT use-cases.Some models will thrive in certain,bespoke tasksWHY NOT USE ALL?https:/www.perplexity.ai/hub/blog/introducing-model-council 3 SOTA models in 1 prompt,synthesized answer ChatGPT,Gemini,Claude Requires Perplexity Max($200/month)SO WHAT?Not just“AI did this,”but

5、knowing which models,how they work,and why outputs appear.Explainability is critical for analysts Leaders,analysts,and decision makers need technical AI literacy to challenge assumptions and outputs.New skill requirements Just as leaders invest time understanding people,performance,and organizationa

6、l dynamics,the same now applies to AI.Shift for leaders Find efficiency without sacrificing reliability.Use AI the same way we adopted scripts for automation,deliberately and with intent.Understand where it adds value,where it introduces risk,and where it becomes a hindrance.OSINT analyst requiremen