{"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-citations-de-harrison-chase-co-fondateur-et-directeur-general-de-langchain-sur-les-agents-dintelligence-artificielle","status":"publish","type":"post","link":"https:\/\/skimai.com\/fr\/10-quotes-on-ai-agents-from-harrison-chase-co-founder-and-ceo-of-langchain\/","title":{"rendered":"10 citations de Harrison Chase, cofondateur et PDG de LangChain, sur les agents d'IA"},"content":{"rendered":"<p><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">Harrison Chase est cofondateur et directeur g\u00e9n\u00e9ral de <\/span><a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/fr\/quest-ce-que-la-langchain-comment-lutiliser-pour-lia-dentreprise\/\"><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">LangChain<\/span><\/a><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">LangChain est un framework open-source qui permet aux d\u00e9veloppeurs de cr\u00e9er facilement des applications bas\u00e9es sur de grands mod\u00e8les de langage (LLM). Chase a lanc\u00e9 LangChain en octobre 2022 alors qu'il travaillait pour la startup Robust Intelligence sp\u00e9cialis\u00e9e dans l'apprentissage automatique.<\/span>.<span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\"> Le projet a rapidement gagn\u00e9 en popularit\u00e9 parmi les d\u00e9veloppeurs pour ses abstractions modulaires et ses int\u00e9grations \u00e9tendues qui simplifient le processus de cr\u00e9ation d'applications pilot\u00e9es par 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\">Avant de fonder <\/span><a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/fr\/les-10-meilleurs-outils-de-langchain-et-comment-les-utiliser\/\"><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">LangChain<\/span><\/a><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">Chase a dirig\u00e9 l'\u00e9quipe de ML chez Robust Intelligence et l'\u00e9quipe de liaison d'entit\u00e9s chez Kensho, une startup de la fintech.<\/span>.<span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\"> Il a \u00e9tudi\u00e9 les statistiques et l'informatique \u00e0 l'universit\u00e9 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\"> En tant que PDG, M. Chase a supervis\u00e9 la croissance rapide de LangChain, qui a lev\u00e9 plus de $30 millions de fonds \u00e0 une valeur de $200M+ quelques mois seulement apr\u00e8s sa cr\u00e9ation en 2023.<\/span><\/p>\n\n\n\n<p>Compte tenu de ses importantes contributions au domaine de l'IA, et en particulier des agents d'IA, voici 10 citations de Harrison Chase sur le sujet :<\/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\">Table des mati\u00e8res<\/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=\"Toggle Table des mati\u00e8res\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/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\/fr\/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. \"Je ne pense pas que nous ayons trouv\u00e9 la bonne fa\u00e7on d'interagir avec ces applications d'agents. Je pense qu'un humain dans la boucle est toujours n\u00e9cessaire parce qu'ils ne sont pas super fiables. Mais s'il est trop pr\u00e9sent dans la boucle, il ne fait pas grand-chose d'utile. Il y a donc un dr\u00f4le d'\u00e9quilibre \u00e0 trouver\".<\/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\/fr\/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. \"Les agents sont comme des travailleurs num\u00e9riques - capables de naviguer automatiquement sur le web, de parcourir nos fichiers \u00e0 l'aide de nos applications, et peut-\u00eatre m\u00eame de contr\u00f4ler nos appareils \u00e0 notre place\".<\/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\/fr\/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. \"Nous utilisons en permanence toute une s\u00e9rie d'outils diff\u00e9rents pour nous aider \u00e0 accomplir une t\u00e2che donn\u00e9e. C'est l\u00e0 que les agents sont un peu diff\u00e9rents - au lieu que ce soit nous qui utilisions ces outils, nous d\u00e9crivons simplement \u00e0 une IA quelle est la t\u00e2che \u00e0 accomplir et quel est l'objectif final, puis elle planifie les outils qu'elle doit utiliser et comment les utiliser, et enfin elle s'en charge elle-m\u00eame.\"<\/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\/fr\/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. \"Non seulement ils peuvent accomplir la t\u00e2che beaucoup plus rapidement que nous, mais en th\u00e9orie, nous n'aurions m\u00eame pas besoin de savoir comment utiliser ces outils.<\/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\/fr\/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. \"Je pense qu'il y a probablement deux directions \u00e0 prendre. L'une est l'utilisation d'outils plus g\u00e9n\u00e9riques, c'est-\u00e0-dire que les humains sp\u00e9cifient un ensemble d'outils et que les agents utilisent ensuite ces outils de mani\u00e8re plus ouverte.\"<\/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\/fr\/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. \"Je pense que l'id\u00e9e de la m\u00e9moire \u00e0 long terme est vraiment int\u00e9ressante, car les agents doivent se souvenir de choses au fil du temps et accumuler des connaissances.<\/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\/fr\/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. \"Nous avons en quelque sorte condens\u00e9 ces informations et je pense qu'il s'agit d'une \u00e9tape tr\u00e8s int\u00e9ressante dans l'id\u00e9e d'agents plus personnalis\u00e9s qui en savent plus sur vous.<\/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\/fr\/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. \"Je pense que cela r\u00e9sout un probl\u00e8me important, \u00e0 savoir qu'il est tr\u00e8s difficile d'\u00e9valuer tous ces mod\u00e8les g\u00e9n\u00e9ratifs.<\/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\/fr\/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. \"C'est parce que vous ne produisez pas un seul chiffre sur lequel vous pouvez calculer l'EQM, la pr\u00e9cision ou quelque chose comme \u00e7a, vous avez maintenant ce genre de r\u00e9ponses, je veux dire au moins une r\u00e9ponse en langage naturel.<\/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\/fr\/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. \"Je pense donc qu'il s'agit d'un domaine dans lequel nous sommes tous deux extr\u00eamement enthousiastes, \u00e0 savoir l'utilisation des mod\u00e8les de langue eux-m\u00eames pour \u00e9valuer les r\u00e9sultats des mod\u00e8les de langue.<\/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. \"Je ne pense pas que nous ayons trouv\u00e9 la bonne fa\u00e7on d'interagir avec ces applications d'agents. Je pense qu'un humain dans la boucle est toujours n\u00e9cessaire parce qu'ils ne sont pas super fiables. Mais s'il est trop pr\u00e9sent dans la boucle, il ne fait pas grand-chose d'utile. Il y a donc un dr\u00f4le d'\u00e9quilibre \u00e0 trouver\".<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">Dans cet extrait d'une <\/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\">pr\u00e9sentation<\/span><\/a><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\"> avec Sequoia Capital, M. Chase souligne les d\u00e9fis que pose la conception d'interactions efficaces entre les utilisateurs et les agents d'intelligence artificielle. Il insiste sur le d\u00e9licat \u00e9quilibre n\u00e9cessaire entre la supervision humaine et l'autonomie de l'agent pour garantir la fiabilit\u00e9 tout en maximisant l'utilit\u00e9 de l'agent.<\/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. \"Les agents sont comme des travailleurs num\u00e9riques - capables de naviguer automatiquement sur le web, de parcourir nos fichiers \u00e0 l'aide de nos applications, et peut-\u00eatre m\u00eame de contr\u00f4ler nos appareils \u00e0 notre place\".<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">Au cours de sa <\/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\">Discours TED<\/span><\/a><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">Chase introduit le concept d'agents d'intelligence artificielle en tant qu'entit\u00e9s num\u00e9riques qui <\/span><a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/fr\/5-problemes-dia-dentreprise-que-vous-pouvez-resoudre-avec-langchain\/\"><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">peut effectuer des t\u00e2ches<\/span><\/a><span data-color=\"rgb(252, 252, 249)\" style=\"color: inherit\">de mani\u00e8re autonome, comme la navigation sur le web, la navigation dans les fichiers et le contr\u00f4le des appareils. Il les compare \u00e0 une forme de travail num\u00e9rique.<\/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. \"Nous utilisons en permanence toute une s\u00e9rie d'outils diff\u00e9rents pour nous aider \u00e0 accomplir une t\u00e2che donn\u00e9e. C'est l\u00e0 que les agents sont un peu diff\u00e9rents - au lieu que ce soit nous qui utilisions ces outils, nous d\u00e9crivons simplement \u00e0 une IA quelle est la t\u00e2che \u00e0 accomplir et quel est l'objectif final, puis elle planifie les outils qu'elle doit utiliser et comment les utiliser, et enfin elle s'en charge elle-m\u00eame.\"<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Chase \u00e9tablit une distinction entre l'approche traditionnelle des humains qui utilisent des outils pour accomplir des t\u00e2ches et l'approche de l'agent d'IA. Avec les agents, les utilisateurs d\u00e9crivent simplement la t\u00e2che et l'objectif final, et l'agent s\u00e9lectionne et utilise de mani\u00e8re autonome les outils n\u00e9cessaires.<\/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. \"Non seulement ils peuvent accomplir la t\u00e2che beaucoup plus rapidement que nous, mais en th\u00e9orie, nous n'aurions m\u00eame pas besoin de savoir comment utiliser ces outils.<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>En d\u00e9veloppant les avantages des agents d'IA, M. Chase souligne qu'ils peuvent accomplir des t\u00e2ches plus rapidement que les humains. Il sugg\u00e8re \u00e9galement que les agents pourraient \u00e9liminer la n\u00e9cessit\u00e9 pour les utilisateurs d'avoir une connaissance pr\u00e9alable des outils n\u00e9cessaires \u00e0 la r\u00e9alisation de la t\u00e2che.<\/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. \"Je pense qu'il y a probablement deux directions \u00e0 prendre. L'une est l'utilisation d'outils plus g\u00e9n\u00e9riques, c'est-\u00e0-dire que les humains sp\u00e9cifient un ensemble d'outils et que les agents utilisent ensuite ces outils de mani\u00e8re plus ouverte.\"<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Dans un <a rel=\"noopener noreferrer\" href=\"https:\/\/arize.com\/resource\/langchain\/\">entretien<\/a>Chase aborde les orientations futures des agents d'intelligence artificielle. Il envisage comme domaine de d\u00e9veloppement des agents utilisant des outils sp\u00e9cifi\u00e9s par l'utilisateur de mani\u00e8re plus flexible et plus ouverte.<\/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. \"Je pense que l'id\u00e9e de la m\u00e9moire \u00e0 long terme est vraiment int\u00e9ressante, car les agents doivent se souvenir de choses au fil du temps et accumuler des connaissances.<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>M. Chase consid\u00e8re la m\u00e9moire \u00e0 long terme comme un autre domaine cl\u00e9 pour l'avancement des agents d'IA. Il est intrigu\u00e9 par la possibilit\u00e9 pour les agents d'accumuler des connaissances au fil du temps et de les utiliser pour informer leurs actions et leurs d\u00e9cisions.<\/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. \"Nous avons en quelque sorte condens\u00e9 ces informations et je pense qu'il s'agit d'une \u00e9tape tr\u00e8s int\u00e9ressante dans l'id\u00e9e d'agents plus personnalis\u00e9s qui en savent plus sur vous.<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>D\u00e9veloppant le concept d'agents personnalis\u00e9s, Chase explore la mani\u00e8re dont les agents pourraient condenser les informations provenant des interactions et des pr\u00e9f\u00e9rences d'un utilisateur au fil du temps. Cela permettrait \u00e0 l'agent d'offrir une exp\u00e9rience plus adapt\u00e9e et individualis\u00e9e.<\/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. \"Je pense que cela r\u00e9sout un probl\u00e8me important, \u00e0 savoir qu'il est tr\u00e8s difficile d'\u00e9valuer tous ces mod\u00e8les g\u00e9n\u00e9ratifs.<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Chase aborde le d\u00e9fi que repr\u00e9sente l'\u00e9valuation des mod\u00e8les g\u00e9n\u00e9ratifs. Il sugg\u00e8re que les agents d'intelligence artificielle pourraient potentiellement aider \u00e0 r\u00e9soudre ce probl\u00e8me.<\/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. \"C'est parce que vous ne produisez pas un seul chiffre sur lequel vous pouvez calculer l'EQM, la pr\u00e9cision ou quelque chose comme \u00e7a, vous avez maintenant ce genre de r\u00e9ponses, je veux dire au moins une r\u00e9ponse en langage naturel.<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>M. Chase insiste sur la difficult\u00e9 d'\u00e9valuer les mod\u00e8les g\u00e9n\u00e9ratifs, notant que leurs r\u00e9sultats sont souvent des r\u00e9ponses en langage naturel plut\u00f4t que des mesures facilement quantifiables telles que l'erreur quadratique moyenne ou la pr\u00e9cision.<\/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. \"Je pense donc qu'il s'agit d'un domaine dans lequel nous sommes tous deux extr\u00eamement enthousiastes, \u00e0 savoir l'utilisation des mod\u00e8les de langue eux-m\u00eames pour \u00e9valuer les r\u00e9sultats des mod\u00e8les de langue.<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Chase exprime son enthousiasme pour l'id\u00e9e d'utiliser des mod\u00e8les de langage pour \u00e9valuer les r\u00e9sultats d'autres mod\u00e8les de langage, consid\u00e9rant qu'il s'agit d'une approche prometteuse pour relever les d\u00e9fis de l'\u00e9valuation des mod\u00e8les g\u00e9n\u00e9ratifs.<\/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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