OpenAI Released Deep Research tool
Adithya Bandara
Associate AI Engineer @Avenir IT | Aspire AI Architect | Writer | Blogger
?? ??? ??? ????? ????? OpenAI ????? ???? "Deep Research" ???? ????? AI Tool ???. ??? ??????? ??? ????? search engine ????? ???? ???? ???? ???? sources ??? ????? ?????? ????? quiz ??? ??? ???????????, full-fledged research report ???? ??? AI agent ????
?? ???? ????? academic ?????? ??????? ??????? ??????? ????? ??
?? Deep Research ???????, ?? ?????? ??? ????? industry ?? ????? ?????? agentic ai concept ??? ????? ??? "agent" ????. In other words, it is an autonomous ai system. ??????????? ??? search engines ????? quick answers ??????, ????? ?????? AI ?? ??????? ??????? ?????? ???????? ????, ???? ??? ??? ??????? ???????? ???????? ?????? ?????? ?????. ????? Requirements gathering proces ???? ??? ????? ????? gather ?????? ????? thing ?? research ???? ?????? ?????? ??? ??????? ??????, step-by-step research journey ???? ????? ?????.
?? research journey ?????, Deep Research AI ?? internet ??? ???????? web pages & sites, tables, charts, images, PDFs ??? data sources ????? necessary data collect ????, ??? merge & bindings ???? final report ???? ?????. ? report ???, data, analysis, comparisons and recommendations ??? research ???? ??????? ??? ????? ????? ?????? ???? ???? ???????. For instance, mobile penetration rate, language learning trends ???? ?? ???? ?? hot hot topic ?? ??? ?? stock market ??? ??? query ?? ?????? ????? ???????? ????? AI agent ?? ?????? ?? relevant data ????? , clear charts,tables ????? ???? detailed report ?? generate ?????.
Deep Research technology ??? ???? ????????? ??? ????? ??? ????? ???? ?? "latency" ?????? ??????? response ???? ????????? ???? ????. Normal AI models ????, quick answers ?????, ????? Deep Research ???? ??? data ??? ????? response ???? ????? ?????? 5-30?? ???? ?????? ??????? ???? ????? ??? ?????? model ????? ??? ???? chain of throughts ?????? ??????? resoning steps ???????? ???? web browsing ????, quality ?? ???? research report ???? ??? ??????.
???? architecture ???? ??? ???????. OpenAI, next-generation reasoning model ???? ??? ??????? (o3) ????? ?? o3 ?? fine-tune ???? ???????, end-to-end reinforcement learning ????? browsing, reasoning, even Python code execution ???? tasks ????? ??????? ??????. ? ???????, AI ??? math equestion solve ??????, graph plotting, data extraction ??? tasks ???????, ??? final report ??? embed ???? output ???? ?????????? ??????? ????? architecture ?? indetaild explanation ??? ??? comment ???? ??????.
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? ????, Deep Research technology ?? transparency ???? ????????? ???. Report ??? ????? ??? data ???? proper citations and sources ????? ??? ????, ???? ? information ??? sources verify ???????, review ??????? ?? ???? ?????. ??? academic research ?? business decisions ??? ???? ???? ??? ??????? ??? ?????? ???? ???? ?????.
????? Deep Research ??????? OpenAI?? AGI (Artificial General Intelligence) road map ??? key point ???? ?????? ??????.???? ?? Autonomous agents – human supervision ?????, long-duration, multi-step tasks, information discovery, analysis ???? synthesis ??? systems – ????? ???? ?? technology ?? ????? ??????? research, decision-making, and creative tasks ??? areas ?? ????? ???????? ???? trustworthy ?????? ??? ?????? ??????? ???????.
????? Deep Research ???????, simple search results ???? ??????, ????? requirements ??? ???? deep, detailed, well-cited research report ???? generate ??? AI tool ????. ??? data gathering, analysis, synthesis ?? clear communication ????? raw information ?? practical insights ??? ?????, decision-making process ?? ???? ????? ??? ?????? ???? ???? ????? ???? productive ??????? ??????? ????.
?? ???, ??????? autonomous AI agents ?? ??? daily life, business world, ?? academic world ????? ???? turning point ???? ????? ??????? ???? ?? good bad ????????? ????,???? ? flow ????? ?? Deep Research technology ?? true knowledge discovery ??? ?? ??????? ???, information overload ???? ????? ???? ??????? ?? ???? ???? deeo analysis ??? ?????? diverse ??????? ???? ??? ????.
???? Deep Research tool ?? ??? ideas, experiences or questions ??????? comment section is open for you ??
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