Augmenting LLMs: Challenges and Opportunities.

Prompt Engineering: The First Line of Optimization

Fine-Tuning: Proceed with Caution

Retrieval-Augmented Generation (RAG): Enhancing Model Utility

Agentic AI Workflows: Toward Autonomous and Specialized Systems

Case Study: Evals

Multi-Agent Workflows: Parallelism

What's Next in AI? Personal Thoughts

","enableWebSigning","https://lunaticoin.blog","origin","homeMetadata",{"_113":621,"_255":622,"_256":617,"_598":48,"_601":48,"_623":24,"_602":24,"_603":604,"_605":624},"Lunaticoin","ipfs://bafkreicbleoxq7kuohibnqo67ukpj6pwhnddzzzvwijztydnoaj4zzspy4","showOutline",{"_607":608},"originHomeId",{"_130":627,"_37":628,"_105":629,"_98":-5,"_132":-5,"_133":-5,"_134":-5,"_135":-5},"z6MkpHiG87oJnyMajxKyJcEwNRTbrHWjKSnmVxuuxq7bP3nb","hm://z6MkpHiG87oJnyMajxKyJcEwNRTbrHWjKSnmVxuuxq7bP3nb",[],"meta",{"_632":633,"_763":764},"values",{"_634":635,"_637":638,"_639":640,"_641":642,"_644":645,"_646":647,"_648":649,"_651":652,"_653":654,"_655":656,"_657":658,"_659":660,"_661":662,"_663":664,"_665":666,"_667":668,"_669":670,"_671":672,"_673":674,"_675":676,"_677":678,"_679":680,"_681":682,"_683":684,"_685":686,"_687":688,"_689":690,"_691":692,"_693":694,"_695":696,"_697":698,"_699":700,"_701":702,"_703":704,"_705":706,"_707":708,"_709":710,"_711":712,"_713":714,"_715":716,"_717":718,"_719":720,"_721":722,"_723":724,"_725":726,"_727":728,"_729":730,"_731":732,"_733":734,"_735":736,"_737":738,"_739":740,"_741":742,"_743":744,"_745":746,"_747":748,"_749":750,"_751":752,"_753":754,"_755":756,"_757":758,"_759":760,"_761":762},"document.generationInfo.generation",[636],"bigint","dehydratedState.queries.0.state.data.document.generationInfo.generation",[636],"dehydratedState.queries.1.state.data.document.generationInfo.generation",[636],"dehydratedState.queries.1.queryKey.2",[643],"undefined","dehydratedState.queries.2.state.data.0.createTime.seconds",[636],"dehydratedState.queries.2.state.data.0.updateTime.seconds",[636],"dehydratedState.queries.2.state.data.0.sortTime",[650],"Date","dehydratedState.queries.2.state.data.0.activitySummary.latestCommentTime",[643],"dehydratedState.queries.2.state.data.0.activitySummary.latestChangeTime.seconds",[636],"dehydratedState.queries.2.state.data.0.generationInfo.generation",[636],"dehydratedState.queries.2.state.data.0.redirectInfo",[643],"dehydratedState.queries.2.state.data.1.createTime.seconds",[636],"dehydratedState.queries.2.state.data.1.updateTime.seconds",[636],"dehydratedState.queries.2.state.data.1.sortTime",[650],"dehydratedState.queries.2.state.data.1.activitySummary.latestCommentTime",[643],"dehydratedState.queries.2.state.data.1.activitySummary.latestChangeTime.seconds",[636],"dehydratedState.queries.2.state.data.1.generationInfo.generation",[636],"dehydratedState.queries.2.state.data.1.redirectInfo",[643],"dehydratedState.queries.2.state.data.2.createTime.seconds",[636],"dehydratedState.queries.2.state.data.2.updateTime.seconds",[636],"dehydratedState.queries.2.state.data.2.sortTime",[650],"dehydratedState.queries.2.state.data.2.activitySummary.latestCommentTime.seconds",[636],"dehydratedState.queries.2.state.data.2.activitySummary.latestChangeTime.seconds",[636],"dehydratedState.queries.2.state.data.2.generationInfo.generation",[636],"dehydratedState.queries.2.state.data.2.redirectInfo",[643],"dehydratedState.queries.2.state.data.3.createTime.seconds",[636],"dehydratedState.queries.2.state.data.3.updateTime.seconds",[636],"dehydratedState.queries.2.state.data.3.sortTime",[650],"dehydratedState.queries.2.state.data.3.activitySummary.latestCommentTime",[643],"dehydratedState.queries.2.state.data.3.activitySummary.latestChangeTime.seconds",[636],"dehydratedState.queries.2.state.data.3.generationInfo.generation",[636],"dehydratedState.queries.2.state.data.3.redirectInfo",[643],"dehydratedState.queries.2.state.data.4.createTime.seconds",[636],"dehydratedState.queries.2.state.data.4.updateTime.seconds",[636],"dehydratedState.queries.2.state.data.4.sortTime",[650],"dehydratedState.queries.2.state.data.4.activitySummary.latestCommentTime.seconds",[636],"dehydratedState.queries.2.state.data.4.activitySummary.latestChangeTime.seconds",[636],"dehydratedState.queries.2.state.data.4.generationInfo.generation",[636],"dehydratedState.queries.2.state.data.4.redirectInfo",[643],"dehydratedState.queries.2.state.data.5.createTime.seconds",[636],"dehydratedState.queries.2.state.data.5.updateTime.seconds",[636],"dehydratedState.queries.2.state.data.5.sortTime",[650],"dehydratedState.queries.2.state.data.5.activitySummary.latestCommentTime",[643],"dehydratedState.queries.2.state.data.5.activitySummary.latestChangeTime.seconds",[636],"dehydratedState.queries.2.state.data.5.generationInfo.generation",[636],"dehydratedState.queries.2.state.data.5.redirectInfo",[643],"dehydratedState.queries.2.state.data.6.createTime.seconds",[636],"dehydratedState.queries.2.state.data.6.updateTime.seconds",[636],"dehydratedState.queries.2.state.data.6.sortTime",[650],"dehydratedState.queries.2.state.data.6.activitySummary.latestCommentTime.seconds",[636],"dehydratedState.queries.2.state.data.6.activitySummary.latestChangeTime.seconds",[636],"dehydratedState.queries.2.state.data.6.generationInfo.generation",[636],"dehydratedState.queries.2.state.data.6.redirectInfo",[643],"dehydratedState.queries.2.state.data.7.createTime.seconds",[636],"dehydratedState.queries.2.state.data.7.updateTime.seconds",[636],"dehydratedState.queries.2.state.data.7.sortTime",[650],"dehydratedState.queries.2.state.data.7.activitySummary.latestCommentTime",[643],"dehydratedState.queries.2.state.data.7.activitySummary.latestChangeTime.seconds",[636],"dehydratedState.queries.2.state.data.7.generationInfo.generation",[636],"dehydratedState.queries.2.state.data.7.redirectInfo",[643],"dehydratedState.queries.5.state.data.document.generationInfo.generation",[636],"dehydratedState.queries.5.queryKey.2",[643],"dehydratedState.queries.6.state.data.metadata.summary",[643],"referentialEqualities",{"_634":765,"_646":766,"_655":767,"_659":768,"_675":769,"_687":770,"_703":771,"_717":772,"_731":773,"_745":774},[637],[653],[757],[661,667],[681],[689,695],[709],[723],[737],[751],"actionData","errors"]