{"id":10822,"date":"2024-06-09T19:00:58","date_gmt":"2024-06-10T00:00:58","guid":{"rendered":"http:\/\/skimai.com\/?p=10822"},"modified":"2024-06-09T19:00:58","modified_gmt":"2024-06-10T00:00:58","slug":"10-citacoes-sobre-agentes-de-ia-de-harrison-chase-cofundador-e-diretor-executivo-da-langchain","status":"publish","type":"post","link":"https:\/\/skimai.com\/pt\/10-quotes-on-ai-agents-from-harrison-chase-co-founder-and-ceo-of-langchain\/","title":{"rendered":"10 cita\u00e7\u00f5es sobre agentes de IA de Harrison Chase, cofundador e diretor executivo da LangChain"},"content":{"rendered":"<p><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">Harrison Chase \u00e9 o cofundador e diretor executivo da <\/span><a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/pt\/o-que-e-a-langchain-e-como-posso-utiliza-la-para-a-ia-empresarial\/\"><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">LangChain<\/span><\/a><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">uma estrutura de c\u00f3digo aberto que permite aos programadores criar facilmente aplica\u00e7\u00f5es baseadas em grandes modelos de linguagem (LLM). Chase lan\u00e7ou o LangChain em outubro de 2022 enquanto trabalhava na startup de aprendizado de m\u00e1quina Robust Intelligence<\/span>.<span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\"> O projeto ganhou rapidamente popularidade entre os programadores pelas suas abstrac\u00e7\u00f5es modulares e integra\u00e7\u00f5es extensivas que simplificam o processo de cria\u00e7\u00e3o de aplica\u00e7\u00f5es orientadas para LLM<\/span><span data-color=\"rgb(232 232 227\/var(--tw-bg-opacity))\" style=\"color: inherit\">.<\/span><\/p>\n\n\n\n<p><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">Antes de fundar a <\/span><a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/pt\/as-10-principais-ferramentas-da-langchain-e-como-utiliza-las\/\"><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">LangChain<\/span><\/a><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">Chase liderou a equipa de ML na Robust Intelligence e a equipa de liga\u00e7\u00e3o de entidades na Kensho, uma startup de fintech<\/span>.<span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\"> Estudou estat\u00edstica e inform\u00e1tica na Universidade de Harvard<\/span><span data-color=\"rgb(232 232 227\/var(--tw-bg-opacity))\" style=\"color: inherit\">.<\/span><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\"> Como CEO, Chase supervisionou o r\u00e1pido crescimento da LangChain, com a empresa a angariar mais de $30 milh\u00f5es em financiamento a uma avalia\u00e7\u00e3o de mais de $200M em apenas alguns meses ap\u00f3s a incorpora\u00e7\u00e3o em 2023<\/span><\/p>\n\n\n\n<p>Dadas as suas importantes contribui\u00e7\u00f5es para o dom\u00ednio da IA e, em particular, dos agentes de IA, vejamos 10 cita\u00e7\u00f5es de Harrison Chase sobre o tema:<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u00cdndice<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Alternar o \u00edndice\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Alternar<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/skimai.com\/pt\/10-quotes-on-ai-agents-from-harrison-chase-co-founder-and-ceo-of-langchain\/#1_%E2%80%9CI_dont_think_weve_kind_of_nailed_the_the_right_way_to_interact_with_these_agent_applications_I_think_a_human_in_the_loop_is_kind_of_still_necessary_because_theyre_not_super_reliable_But_if_its_in_the_loop_too_much_then_its_not_actually_doing_that_much_useful_thing_So_theres_kind_of_like_a_weird_balance_there%E2%80%9D\" >1. \"N\u00e3o creio que tenhamos conseguido encontrar a forma correcta de interagir com estas aplica\u00e7\u00f5es de agentes. Penso que um humano no circuito ainda \u00e9 necess\u00e1rio porque n\u00e3o s\u00e3o muito fi\u00e1veis. Mas se estiver demasiado envolvido, ent\u00e3o n\u00e3o est\u00e1 a fazer muita coisa \u00fatil. Por isso, h\u00e1 um equil\u00edbrio estranho\".<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/skimai.com\/pt\/10-quotes-on-ai-agents-from-harrison-chase-co-founder-and-ceo-of-langchain\/#2_%E2%80%9CAgents_are_like_digital_labor_%E2%80%93_capable_of_automatically_browsing_the_web_navigating_our_files_using_our_applications_and_potentially_even_controlling_our_devices_for_us%E2%80%9D\" >2. \"Os agentes s\u00e3o como m\u00e3o de obra digital - capazes de navegar automaticamente na Web, navegar nos nossos ficheiros utilizando as nossas aplica\u00e7\u00f5es e, potencialmente, at\u00e9 controlar os nossos dispositivos por n\u00f3s.\"<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/skimai.com\/pt\/10-quotes-on-ai-agents-from-harrison-chase-co-founder-and-ceo-of-langchain\/#3_%E2%80%9CWere_basically_constantly_using_a_variety_of_different_tools_to_help_us_with_a_given_task_This_is_where_agents_are_a_bit_different_%E2%80%93_instead_of_us_using_those_tools_we_just_describe_to_an_AI_what_the_task_is_and_what_the_end_goal_is_and_then_then_it_plans_which_tools_it_needs_to_use_and_how_to_use_them_and_then_it_actually_does_it_on_its_own%E2%80%9D\" >3. \"Basicamente, estamos constantemente a utilizar uma variedade de ferramentas diferentes para nos ajudar numa determinada tarefa. \u00c9 aqui que os agentes s\u00e3o um pouco diferentes - em vez de sermos n\u00f3s a utilizar essas ferramentas, limitamo-nos a descrever a uma IA qual \u00e9 a tarefa e qual \u00e9 o objetivo final, e depois ela planeia quais as ferramentas que precisa de utilizar e como as utilizar, e depois faz tudo sozinha.\"<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/skimai.com\/pt\/10-quotes-on-ai-agents-from-harrison-chase-co-founder-and-ceo-of-langchain\/#4_%E2%80%9CNot_only_can_they_complete_the_task_much_quicker_than_we_can_but_in_theory_we_wouldnt_even_need_to_know_how_to_use_these_tools_in_the_first_place%E2%80%9D\" >4. \"N\u00e3o s\u00f3 podem completar a tarefa muito mais rapidamente do que n\u00f3s, como, em teoria, nem sequer precisar\u00edamos de saber como utilizar estas ferramentas\".<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/skimai.com\/pt\/10-quotes-on-ai-agents-from-harrison-chase-co-founder-and-ceo-of-langchain\/#5_%E2%80%9CI_think_theres_probably_like_two_places_where_its_going_One_is_like_more_generic_tool_usage_so_having_you_know_humans_specify_a_set_of_tools_and_then_having_agents_use_those_tools_in_kind_of_like_more_open-ended_ways%E2%80%9D\" >5. \"Penso que h\u00e1 provavelmente dois caminhos a seguir. Um deles \u00e9 a utiliza\u00e7\u00e3o de ferramentas mais gen\u00e9ricas, ou seja, os humanos especificam um conjunto de ferramentas e depois os agentes utilizam essas ferramentas de uma forma mais aberta.\"<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/skimai.com\/pt\/10-quotes-on-ai-agents-from-harrison-chase-co-founder-and-ceo-of-langchain\/#6_%E2%80%9CI_think_the_idea_of_like_long-term_memory_is_really_interesting_so_having_agents_remember_things_over_time_and_kind_of_like_build_up_knowledge%E2%80%9D\" >6. \"Penso que a ideia de mem\u00f3ria a longo prazo \u00e9 muito interessante, o que significa que os agentes t\u00eam de se lembrar de coisas ao longo do tempo e construir conhecimento.\"<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/skimai.com\/pt\/10-quotes-on-ai-agents-from-harrison-chase-co-founder-and-ceo-of-langchain\/#7_%E2%80%9CWe_kind_of_like_condensed_that_into_information_and_so_I_think_thats_a_really_interesting_step_in_this_idea_of_like_more_personalized_agents_that_know_more_about_you%E2%80%9D\" >7. \"Condens\u00e1mos isso em informa\u00e7\u00e3o e penso que \u00e9 um passo muito interessante nesta ideia de agentes mais personalizados que sabem mais sobre si.\"<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/skimai.com\/pt\/10-quotes-on-ai-agents-from-harrison-chase-co-founder-and-ceo-of-langchain\/#8_%E2%80%9CI_think_theres_a_big_pain_point_that_this_is_solving_which_is_like_for_all_these_generative_models_its_really_hard_to_evaluate_them%E2%80%9D\" >8. \"Penso que h\u00e1 um grande problema que isto est\u00e1 a resolver, que \u00e9 o facto de ser muito dif\u00edcil avaliar todos estes modelos generativos\".<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/skimai.com\/pt\/10-quotes-on-ai-agents-from-harrison-chase-co-founder-and-ceo-of-langchain\/#9_%E2%80%9CAnd_thats_because_you_arent_producing_like_a_single_number_that_you_can_do_like_MSE_on_or_accuracy_or_something_like_that_youve_now_got_like_these_I_mean_at_the_very_least_youve_got_like_a_natural_language_response%E2%80%9D\" >9. \"E isso deve-se ao facto de n\u00e3o estarmos a produzir um \u00fanico n\u00famero sobre o qual podemos fazer um MSE ou uma precis\u00e3o ou algo do g\u00e9nero, mas sim um conjunto de respostas em linguagem natural.\"<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/skimai.com\/pt\/10-quotes-on-ai-agents-from-harrison-chase-co-founder-and-ceo-of-langchain\/#10_%E2%80%9CSo_I_think_thats_a_thats_an_area_that_yeah_I_mean_were_both_extremely_excited_about_I_think_is_using_language_models_themselves_to_evaluate_language_model_outputs%E2%80%9D\" >10. \"Por isso, penso que essa \u00e9 uma \u00e1rea que nos entusiasma bastante, nomeadamente a utiliza\u00e7\u00e3o dos pr\u00f3prios modelos de linguagem para avaliar os resultados dos modelos de linguagem.\"<\/a><\/li><\/ul><\/nav><\/div>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%E2%80%9CI_dont_think_weve_kind_of_nailed_the_the_right_way_to_interact_with_these_agent_applications_I_think_a_human_in_the_loop_is_kind_of_still_necessary_because_theyre_not_super_reliable_But_if_its_in_the_loop_too_much_then_its_not_actually_doing_that_much_useful_thing_So_theres_kind_of_like_a_weird_balance_there%E2%80%9D\"><\/span>1. \"N\u00e3o creio que tenhamos conseguido encontrar a forma correcta de interagir com estas aplica\u00e7\u00f5es de agentes. Penso que um humano no circuito ainda \u00e9 necess\u00e1rio porque n\u00e3o s\u00e3o muito fi\u00e1veis. Mas se estiver demasiado envolvido, ent\u00e3o n\u00e3o est\u00e1 a fazer muita coisa \u00fatil. Por isso, h\u00e1 um equil\u00edbrio estranho\".<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">Neste excerto de um <\/span><a rel=\"noopener noreferrer\" href=\"https:\/\/www.youtube.com\/watch?v=pBBe1pk8hf4&t=1s\"><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">apresenta\u00e7\u00e3o<\/span><\/a><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\"> com a Sequoia Capital, Chase destaca os desafios da conce\u00e7\u00e3o de interac\u00e7\u00f5es eficazes entre os utilizadores e os agentes de IA. Salienta o delicado equil\u00edbrio necess\u00e1rio entre a supervis\u00e3o humana e a autonomia do agente para garantir a fiabilidade e maximizar a utilidade do agente.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%E2%80%9CAgents_are_like_digital_labor_%E2%80%93_capable_of_automatically_browsing_the_web_navigating_our_files_using_our_applications_and_potentially_even_controlling_our_devices_for_us%E2%80%9D\"><\/span>2. \"Os agentes s\u00e3o como m\u00e3o de obra digital - capazes de navegar automaticamente na Web, navegar nos nossos ficheiros utilizando as nossas aplica\u00e7\u00f5es e, potencialmente, at\u00e9 controlar os nossos dispositivos por n\u00f3s.\"<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">Durante o seu <\/span><a rel=\"noopener noreferrer\" href=\"https:\/\/www.ted.com\/talks\/harrison_chase_the_magical_ai_assistants_of_the_future_and_the_engineering_behind_them\"><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">Palestra TED<\/span><\/a><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">Chase introduz o conceito de agentes de IA como entidades digitais que <\/span><a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/pt\/5-problemas-de-ia-empresarial-que-pode-resolver-com-a-langchain\/\"><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">pode efetuar tarefas<\/span><\/a><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">autonomamente, como a navega\u00e7\u00e3o na Web, a navega\u00e7\u00e3o em ficheiros e o controlo de dispositivos. Ele compara-os a uma forma de trabalho digital.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%E2%80%9CWere_basically_constantly_using_a_variety_of_different_tools_to_help_us_with_a_given_task_This_is_where_agents_are_a_bit_different_%E2%80%93_instead_of_us_using_those_tools_we_just_describe_to_an_AI_what_the_task_is_and_what_the_end_goal_is_and_then_then_it_plans_which_tools_it_needs_to_use_and_how_to_use_them_and_then_it_actually_does_it_on_its_own%E2%80%9D\"><\/span>3. \"Basicamente, estamos constantemente a utilizar uma variedade de ferramentas diferentes para nos ajudar numa determinada tarefa. \u00c9 aqui que os agentes s\u00e3o um pouco diferentes - em vez de sermos n\u00f3s a utilizar essas ferramentas, limitamo-nos a descrever a uma IA qual \u00e9 a tarefa e qual \u00e9 o objetivo final, e depois ela planeia quais as ferramentas que precisa de utilizar e como as utilizar, e depois faz tudo sozinha.\"<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Chase estabelece uma distin\u00e7\u00e3o entre a abordagem tradicional dos seres humanos que utilizam ferramentas para realizar tarefas e a abordagem dos agentes de IA. Com os agentes, os utilizadores descrevem simplesmente a tarefa e o objetivo final, e o agente selecciona e utiliza autonomamente as ferramentas necess\u00e1rias.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_%E2%80%9CNot_only_can_they_complete_the_task_much_quicker_than_we_can_but_in_theory_we_wouldnt_even_need_to_know_how_to_use_these_tools_in_the_first_place%E2%80%9D\"><\/span>4. \"N\u00e3o s\u00f3 podem completar a tarefa muito mais rapidamente do que n\u00f3s, como, em teoria, nem sequer precisar\u00edamos de saber como utilizar estas ferramentas\".<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Para al\u00e9m dos benef\u00edcios dos agentes de IA, Chase refere o seu potencial para concluir tarefas mais rapidamente do que os humanos. Sugere tamb\u00e9m que os agentes podem eliminar a necessidade de os utilizadores terem um conhecimento pr\u00e9vio das ferramentas necess\u00e1rias para a tarefa.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_%E2%80%9CI_think_theres_probably_like_two_places_where_its_going_One_is_like_more_generic_tool_usage_so_having_you_know_humans_specify_a_set_of_tools_and_then_having_agents_use_those_tools_in_kind_of_like_more_open-ended_ways%E2%80%9D\"><\/span>5. \"Penso que h\u00e1 provavelmente dois caminhos a seguir. Um deles \u00e9 a utiliza\u00e7\u00e3o de ferramentas mais gen\u00e9ricas, ou seja, os humanos especificam um conjunto de ferramentas e depois os agentes utilizam essas ferramentas de uma forma mais aberta.\"<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Num <a rel=\"noopener noreferrer\" href=\"https:\/\/arize.com\/resource\/langchain\/\">entrevista<\/a>Chase discute as direc\u00e7\u00f5es futuras dos agentes de IA. Prev\u00ea que os agentes utilizem ferramentas especificadas pelo utilizador de forma mais flex\u00edvel e aberta como uma \u00e1rea de desenvolvimento.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"6_%E2%80%9CI_think_the_idea_of_like_long-term_memory_is_really_interesting_so_having_agents_remember_things_over_time_and_kind_of_like_build_up_knowledge%E2%80%9D\"><\/span>6. \"Penso que a ideia de mem\u00f3ria a longo prazo \u00e9 muito interessante, o que significa que os agentes t\u00eam de se lembrar de coisas ao longo do tempo e construir conhecimento.\"<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Chase identifica a mem\u00f3ria de longo prazo como outra \u00e1rea chave para o avan\u00e7o dos agentes de IA. Est\u00e1 intrigado com o potencial dos agentes para acumularem conhecimentos ao longo do tempo e utiliz\u00e1-los para informar as suas ac\u00e7\u00f5es e decis\u00f5es.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"7_%E2%80%9CWe_kind_of_like_condensed_that_into_information_and_so_I_think_thats_a_really_interesting_step_in_this_idea_of_like_more_personalized_agents_that_know_more_about_you%E2%80%9D\"><\/span>7. \"Condens\u00e1mos isso em informa\u00e7\u00e3o e penso que \u00e9 um passo muito interessante nesta ideia de agentes mais personalizados que sabem mais sobre si.\"<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Desenvolvendo o conceito de agentes personalizados, Chase explora a forma como os agentes podem condensar a informa\u00e7\u00e3o das interac\u00e7\u00f5es e prefer\u00eancias de um utilizador ao longo do tempo. Isto permitiria uma experi\u00eancia de agente mais personalizada e individualizada.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"8_%E2%80%9CI_think_theres_a_big_pain_point_that_this_is_solving_which_is_like_for_all_these_generative_models_its_really_hard_to_evaluate_them%E2%80%9D\"><\/span>8. \"Penso que h\u00e1 um grande problema que isto est\u00e1 a resolver, que \u00e9 o facto de ser muito dif\u00edcil avaliar todos estes modelos generativos\".<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Chase discute o desafio de avaliar modelos generativos. Sugere que os agentes de IA podem potencialmente ajudar a resolver este problema.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"9_%E2%80%9CAnd_thats_because_you_arent_producing_like_a_single_number_that_you_can_do_like_MSE_on_or_accuracy_or_something_like_that_youve_now_got_like_these_I_mean_at_the_very_least_youve_got_like_a_natural_language_response%E2%80%9D\"><\/span>9. \"E isso deve-se ao facto de n\u00e3o estarmos a produzir um \u00fanico n\u00famero sobre o qual podemos fazer um MSE ou uma precis\u00e3o ou algo do g\u00e9nero, mas sim um conjunto de respostas em linguagem natural.\"<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Chase explica a dificuldade de avaliar os modelos generativos, referindo que os seus resultados s\u00e3o frequentemente respostas em linguagem natural e n\u00e3o m\u00e9tricas facilmente quantific\u00e1veis como o erro quadr\u00e1tico m\u00e9dio ou a exatid\u00e3o.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"10_%E2%80%9CSo_I_think_thats_a_thats_an_area_that_yeah_I_mean_were_both_extremely_excited_about_I_think_is_using_language_models_themselves_to_evaluate_language_model_outputs%E2%80%9D\"><\/span>10. \"Por isso, penso que essa \u00e9 uma \u00e1rea que nos entusiasma bastante, nomeadamente a utiliza\u00e7\u00e3o dos pr\u00f3prios modelos de linguagem para avaliar os resultados dos modelos de linguagem.\"<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Chase mostra-se entusiasmado com a ideia de utilizar modelos lingu\u00edsticos para avaliar os resultados de outros modelos lingu\u00edsticos, considerando-a uma abordagem promissora para enfrentar os desafios da avalia\u00e7\u00e3o de modelos generativos.<\/p>","protected":false},"excerpt":{"rendered":"<p>Harrison Chase is the co-founder and CEO of LangChain, an open-source framework that enables developers to easily build applications powered by large language models (LLMs). Chase launched LangChain in October 2022 while working at the machine learning startup Robust Intelligence. The project quickly gained popularity among developers for its modular abstractions and extensive integrations that [&hellip;]<\/p>\n","protected":false},"author":1003,"featured_media":11066,"comment_status":"closed","ping_status":"","sticky":false,"template":"single-custom-post-template.php","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[125,100,67],"tags":[],"class_list":["post-10822","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-enterprise-ai-blog","category-generative-ai","category-ml-nlp"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>10 Quotes on AI Agents From Harrison Chase, Co-Founder and CEO of LangChain - Skim AI<\/title>\n<meta name=\"description\" content=\"Explore 10 insightful quotes from Harrison Chase, co-founder and CEO of LangChain, on the future of AI agents and their impact on enterprise applications. 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