POPULARITY
Categories
"Les lois et les nombres : essai sur les ressorts de la culture politique chinoise" aux éditions Gallimard. Entretien avec Jean Petaux.Hébergé par Ausha. Visitez ausha.co/politique-de-confidentialite pour plus d'informations.
Entre rêve américain et déracinement …Romain est arrivé aux États-Unis par amour. Douze ans plus tard, après une reconversion réussie dans le son live, des tournées avec les Backstreet Boys (les fans inavoués, je vous vois ça va bien se passer
Comment un empereur romain peut-il transformer votre vie aujourd'hui ?Dans ce Book Club d'avril, je vous dévoile les enseignements intemporels tirés du chef- d'œuvre de Marguerite Yourcenar : « Les Mémoires d'Hadrien ».Découvrez comment :✅ Mieux vous connaître pour diriger et vivre avec authenticité.✅ Faire de la beauté une force essentielle dans votre quotidien.✅ Accepter sereinement la finitude pour vivre pleinement chaque instant.Ce roman magistral est bien plus qu'un livre historique : c'est une invitation à un voyage intérieur et transformateur
Ecoutez le HIT ACTIV du dimanche 20 avril 2025, le classement des 40 titres les plus diffusés sur ACTIV, 1ère radio locale de Saint Etienne et de la Loire. Quels sont les 40 titres du moment ? La réponse en podcast avec le replay du HIT ACTIV, à écouter en direct sur activradio.com tous les dimanches soir de 17h à 20h avec Romain.Hébergé par Ausha. Visitez ausha.co/politique-de-confidentialite pour plus d'informations.
En attendant de découvrir l'histoire de Romain Garnier aux Etats-Unis, voici un petit bonus dans lequel elle se prête à l'exercice des fire questions sur ses pays d'adoption !Retrouvez l'histoire de Romain dans son intégralité dès mardi matin dans French Expat !French Expat est un podcast de French Morning qui raconte les parcours de vie des Français établis hors de France. Retrouvez-le sur toutes les plateformes d'écoute : Spotify, Apple Podcast, Deezer, Google Podcast, Podcast Addict, Amazon Music. Cet épisode est raconté, produit et réalisé par Anne-Fleur Andrle, habillé et mixé par Alice Krief. Hébergé par Acast. Visitez acast.com/privacy pour plus d'informations.
FPL Froggies Podcast - Le podcast francophone des fans de Fantasy Premier League
un succès pour le Bench Boost de Benjamin qui se rapproche du top 10K. Romain joue ses chips avec plus de parcimonie alors que la DGW33 nous réserve probablement pas mal de surprises et en tous cas c'est sûr, un gros mal de tête pour le choix de capitanat !Hébergé par Ausha. Visitez ausha.co/politique-de-confidentialite pour plus d'informations.
Vous écoutez Dig Dig Diggers, l'émission hebdomadaire et collaborative des radios Ferarock !Haut les coeurs, le rock n'est pas mort ! La preuve avec les deux albums soutenus par les radios de la Ferarock. Romain de la radio PFM à Arras accueille les belges de marcel et leur album ô fornaiz, deuxième coup d'essai situé à mi chemin entre les Dead Kennedys et les Talk Talk, Nina Hagen et Jacques Dutronc. 14 sorties en 8 ans, TH Da Freak n'en a pas fini, et cette fois-ci, Thoineau Palis n'est plus le seul freak aux manettes de la composition. Negative Freaks est une oeuvre collective qu'on va découvrir au micro de Bingo de Radio Méga à Valence.Dans la carte blanche de la semaine, Fred de Radio Alpa est parti à la rencontre de Molto Morbidi pour la sortie de son EP Chocolate Ashtray.Hébergé par Ausha. Visitez ausha.co/politique-de-confidentialite pour plus d'informations.
durée : 00:29:26 - Romain Leleu, trompettiste - Quatre albums en douze mois et une tournée en Corée du Sud fin avril : le trompettiste solo Romain Leleu, Victoire de la musique classique en 2009, célèbre son instrument sous toutes ses formes. Rencontre avec un artiste souffleur qui manie avec la même agilité les pistons et les répertoires.
Cet épisode de Chronique Disney - Le Live est une captation de l'épisode du mercredi 16 avril 2025 de l'émission diffusée sur Twitch : il vous est ainsi présenté, en replay audio, dans son intégralité, sans coupe ni montage. Il est par ailleurs possible de le retrouver en vidéo, disponible sur la chaîne YouTube de Chronique Disney.Cette émission est présentée par Romain qui reçoit Virginie, membre de l'équipe de modération de Disney Central Plaza, le forum de Chronique Disney, et Laurent, directeur de publication de Chronique Disney.Dans la première partie de l'émission, ils reviennent sur l'histoire de Disney Village, de sa conception à son ouverture et son évolution au fil des 30 premières années d'exploitation. Dans la seconde partie, ils analysent le plan de restructuration mené sur la zone depuis 2024 et les divers travaux récemment achevés, sur le point de l'être ou encore en phase de gestation. Enfin, ils terminent l'émission en s'interrogeant sur la légitimité de la version de Disney Village qui est en train de naître : est-elle seulement appelée à s'inscrire dans l'époque contemporaine ?Hébergé par Ausha. Visitez ausha.co/politique-de-confidentialite pour plus d'informations.
durée : 02:04:49 - Musique matin du jeudi 17 avril 2025 - par : Jean-Baptiste Urbain - Quatre albums en douze mois et une tournée en Corée du Sud fin avril : le trompettiste solo Romain Leleu, Victoire de la musique classique en 2009, célèbre son instrument sous toutes ses formes. Rencontre avec un artiste souffleur qui manie avec la même agilité les pistons et les répertoires. - réalisé par : Anne-Lise Assada
En Ivoox puedes encontrar sólo algunos de los audios de Mindalia. Para escuchar las 4 grabaciones diarias que publicamos entra en https://www.mindaliatelevision.com. Si deseas ver el vídeo perteneciente a este audio, pincha aquí: https://www.youtube.com/watch?v=aaOlY-RZaOU&t=292s Explora cómo la quiropráctica puede mejorar la calidad de vida en enfermedades crónicas con el experto Jean-Romain Michaux. Descubre enfoques integrales para aliviar el dolor, activar tu salud, sanar tu vida y potenciar el bienestar. Jean-Romain Michaux Quiropráctico con seis años de experiencia en el Instituto Franco-Européen de Chiropraxie (París). Certificado en seis técnicas quiroprácticas. Ha trabajado en varios países, incluyendo Francia, Inglaterra, Tailandia y España. #Quiropráctica #Bienestar #Salud Más información en: https://www.mindalia.com/television/ PARTICIPA CON TUS COMENTARIOS EN ESTE VÍDEO. -----------INFORMACIÓN SOBRE MINDALIA--------- Mindalia.com es una ONG internacional, sin ánimo de lucro, que difunde universalmente contenidos sobre espiritualidad y bienestar para la mejora de la consciencia del mundo. Apóyanos con tu donación en: https://www.mindalia.com/donar/ Suscríbete, comenta positivamente y comparte nuestros vídeos para difundir este conocimiento a miles de personas. Nuestro sitio web: https://www.mindalia.com SÍGUENOS TAMBIÉN EN NUESTRAS PLATAFORMAS Facebook: / mindalia.ayuda Instagram: / mindalia_com Twitch: / mindaliacom Odysee: https://odysee.com/@Mindalia.com *Mindalia.com no se hace responsable de las opiniones vertidas en este vídeo, ni necesariamente participa de ellas.
durée : 00:59:44 - Romain Pilon "Open Roads" - par : Nicolas Pommaret - Après “Falling Grace”, exploration des standards en trio qui dépasse les 4 millions de streams, Romain Pilon met avec “Open Roads” ses talents de compositeur en exergue et ouvre de nouvelles perspectives à sa musique. Parution chez Jazz&People.
durée : 00:02:14 - Romain Guillard, entraîneur de Grand Poitiers Handball
En Ivoox puedes encontrar sólo algunos de los audios de Mindalia. Para escuchar las 4 grabaciones diarias que publicamos entra en https://www.mindaliatelevision.com. Si deseas ver el vídeo perteneciente a este audio, pincha aquí: https://www.youtube.com/watch?v=aaOlY-RZaOU&t=292s Explora cómo la quiropráctica puede mejorar la calidad de vida en enfermedades crónicas con el experto Jean-Romain Michaux. Descubre enfoques integrales para aliviar el dolor, activar tu salud, sanar tu vida y potenciar el bienestar. Jean-Romain Michaux Quiropráctico con seis años de experiencia en el Instituto Franco-Européen de Chiropraxie (París). Certificado en seis técnicas quiroprácticas. Ha trabajado en varios países, incluyendo Francia, Inglaterra, Tailandia y España. #Quiropráctica #Bienestar #Salud Más información en: https://www.mindalia.com/television/ PARTICIPA CON TUS COMENTARIOS EN ESTE VÍDEO. -----------INFORMACIÓN SOBRE MINDALIA--------- Mindalia.com es una ONG internacional, sin ánimo de lucro, que difunde universalmente contenidos sobre espiritualidad y bienestar para la mejora de la consciencia del mundo. Apóyanos con tu donación en: https://www.mindalia.com/donar/ Suscríbete, comenta positivamente y comparte nuestros vídeos para difundir este conocimiento a miles de personas. Nuestro sitio web: https://www.mindalia.com SÍGUENOS TAMBIÉN EN NUESTRAS PLATAFORMAS Facebook: / mindalia.ayuda Instagram: / mindalia_com Twitch: / mindaliacom Odysee: https://odysee.com/@Mindalia.com *Mindalia.com no se hace responsable de las opiniones vertidas en este vídeo, ni necesariamente participa de ellas.
In the Pit with Cody Schneider | Marketing | Growth | Startups
In this episode, Cody hosts Romain Torres, co-founder of ArcAds, to dive into the next evolution of paid advertising — using AI to generate and test thousands of ad creatives at scale. Romain shares the strategies behind ArcAds' explosive success and how marketers can now use AI agents, automation, and avatars to unlock hyper-efficiency in ad performance. This episode is a masterclass in modern performance marketing for eCommerce, mobile apps, and agencies alike.Timestamps: 00:00 – Why top e-commerce advertisers generate 1,000s of creatives01:10 – The old UGC content model: $100K for 1,000 ad variations01:57 – ArcAds and AI avatars explained03:00 – Lessons from gaming companies and their ad testing obsession06:30 – How to make ad testing 10x cheaper and easier with AI10:20 – Meta's only recommendation to big advertisers: more creatives13:10 – Why creative volume is now the biggest growth lever15:00 – Romain's 6-week creative testing sprint process20:05 – The “Notion board” system for organizing ad experiments25:40 – Automating script generation via Facebook Ad Library + Whisper29:20 – AI's true strength: copying and remixing top-performing formats35:15 – Real examples: language apps, e-com, and viral ad structures40:05 – Why localization with AI avatars is a game-changer44:40 – Using failure and emotion in ads (gaming tactics for e-com)47:50 – “Ads that don't feel like ads” – winning creative philosophy49:10 – Final frameworks and where to start with AI adsKey Points: • AI is shifting ad creative from an expensive, human-led process to scalable, high-volume automation — unlocking massive performance gains• Meta's performance advice is now centered on one thing: creative iteration• ArcAds enables users to generate hundreds of UGC-style video ads using AI avatars, voice synthesis, and automated scripting• Creative success depends on three pillars: strong scripts, tested variations of actors, and good editing• Winning ad strategies rely less on creative instinct and more on statistical volume — test everything, let the data decideCreative Frameworks Discussed:Weekly Iteration LoopOrganize creative ideas in a Notion boardTest 10+ variations per conceptReview weekly results → double down on winnersCommit to a 6-week testing cycle to uncover scalable conceptsAI Agent Automation WorkflowScrape competitors' Facebook ads using the Ads Library APITranscribe videos with WhisperAnalyze hooks and trends with GPTGenerate new scripts, swap in AI avatars, and produce at scaleBest Performing Ad FormatsUGC-style narration with product demo B-rollSplit-screen “AI tutor” dialogue format for language appsLocalized voiceovers for different geographiesStreet interview simulations using avatars for finance/dating appsGrowth Tactics: • Use AI to localize ad content and reach global markets without extra production• Automate creative inspiration by spying on competitors and remixing their winners• Build feedback loops with performance data to fuel ongoing ad ideation• Don't try to guess the best creative — let scale + data reveal the winnerNotable Quotes:“You just don't know which actor is best for your ad until you test it.” – Romain Torres “Meta figured out the targeting. Now you have to figure out the creative.” “AI is bad at being creative — but it's amazing at copying what works.” “Your edge is not doing one thing well. It's doing everything at 100x volume.”Guest: https://fr.linkedin.com/in/romain-torres-arcadshttps://x.com/rom1trshttps://www.arcads.ai/
Réécoutez FG Chic Mix avec Romain Villeroy du lundi 14 avril 2025
Cette semaine, notre animateur Raymond Poirier passe une heure en compagnie de Romain Renard, question d'échanger autour de son «Revoir Comanche» publié en 2024 au Lombard. La rencontre a été effectuée en direct de Québec, à l'occasion de la 38e édition du Festival Québec BD à laquelle l'auteur était convié.
Toute l'actu des sélections nationales et des championnats anglais, espagnol, italien et allemand avec nos légendaires "Drôles de Dames" : Julien Laurens, Fred Hermel, Polo Breitner et Johann Crochet.
Ecoutez le HIT ACTIV du dimanche 13 avril 2025, le classement des 40 titres les plus diffusés sur ACTIV, 1ère radio locale de Saint Etienne et de la Loire. Quels sont les 40 titres du moment ? La réponse en podcast avec le replay du HIT ACTIV, à écouter en direct sur activradio.com tous les dimanches soir de 17h à 20h avec Romain.Hébergé par Ausha. Visitez ausha.co/politique-de-confidentialite pour plus d'informations.
Avec le Père Eric Iborra
Bienvenue dans ton bonus track
Baleine sous Gravillon - Nomen (l'origine des noms du Vivant)
Aujourd'hui Pierre nous raconte l'aigle, le roi des oiseaux, Aquila chrysaetos dans sa version royale. Cet oiseau a tellement marqué les anciens que l'origine de son nom signifie tout simplement "l'oiseau". Less is more, Fenimore !_______
Dans cet épisode de "Chansons et histoires par Maman et Papa", Romain chante "Farfellina bella e bianca". Une comptine italienne qui évoque l'histoire d'un papillon qui se pose sur une fleur. Bonne écoute !
Chaque lundi, retrouvez Virage Marseille, votre émission dédiée à l'actualité de l'OM, en partenariat avec Le Phocéen.
C'est quoi ce vieux podcast ?Vous ne rêvez pas, vous êtes bien sur la suite de l'épisode enregistré il y a belle lurette par Olivier et moi-même avec comme invités @RomainAuStade et @Max85110!Et il y a quoi au programme ?Pour être tout à fait honnête, je ne sais plus de quoi on parle dans cet épisode et les références doivent être un peu datées, mais eh, vous plaigniez pas en fait?La Buvette c'est quoi déjà ?La Buvette est une idée originale d'Oliv animée par lui-même et co-animée, montée et réalisée par @ValouMetz.Et les invités du coup ?Le co-fondateur du site Au-Stade.fr migré sur OStadium et un ancien supporter de Nantes qui cache le fait d'être vendéen car sur discord il s'appelle Max44... @RomainAuStade @Max85110Merci à tous pour votre force!
Une étude récente met en lumière l'impact significatif de la pollution au plomb générée par l'Empire romain sur la santé cognitive des populations européennes de l'Antiquité. Cette recherche, publiée dans la revue Proceedings of the National Academy of Sciences (PNAS), révèle que les émissions massives de plomb, principalement issues des activités minières et métallurgiques, ont probablement entraîné une diminution moyenne de 2,5 à 3 points du quotient intellectuel (QI) des habitants de l'époque.Méthodologie de l'étudeLes chercheurs ont analysé des carottes de glace prélevées dans l'Arctique, qui conservent des traces des polluants atmosphériques anciens. Ces échantillons permettent de reconstituer avec précision les variations des concentrations de plomb dans l'atmosphère au fil du temps. Les résultats indiquent que la pollution au plomb a atteint son apogée à la fin du IIᵉ siècle avant J.-C., période correspondant à l'apogée de la République romaine. Une diminution notable est observée au Iᵉʳ siècle avant J.-C., durant la crise de la République, suivie d'une nouvelle augmentation vers 15 avant J.-C., avec l'avènement de l'Empire romain. Cette pollution est restée élevée jusqu'à la peste antonine (165-180 après J.-C.), qui a gravement affecté l'Empire. Sources de la pollution au plombL'extraction de l'argent, essentielle pour la production monétaire romaine, était la principale source de cette pollution. Pour obtenir de l'argent, les Romains fondaient de grandes quantités de galène, un minerai riche en plomb. Ce processus libérait d'importantes quantités de plomb dans l'atmosphère. On estime qu'au cours des deux siècles d'apogée de l'Empire, plus de 500 000 tonnes de plomb ont été émises. Conséquences sur la santé publiqueL'exposition chronique au plomb est connue pour ses effets délétères sur la santé, notamment sur le développement cognitif. Chez les enfants, même de faibles niveaux d'exposition sont associés à une diminution du QI, des troubles de l'attention et une baisse des performances scolaires. Chez les adultes, le plomb peut provoquer de l'anémie, des troubles neurologiques, des maladies cardiovasculaires et augmenter le risque de cancer. Impact démographique et sociétalLes chercheurs suggèrent que cette pollution au plomb a pu contribuer à affaiblir la population romaine, la rendant plus vulnérable aux épidémies, notamment lors de la peste antonine. Cette épidémie aurait causé la mort de 5 à 10 millions de personnes, exacerbant les difficultés de l'Empire. ConclusionCette étude souligne que la pollution industrielle n'est pas un phénomène exclusivement moderne. Dès l'Antiquité, les activités humaines ont eu des impacts environnementaux et sanitaires significatifs. Les recherches futures pourraient approfondir la compréhension des interactions entre pollution ancienne et dynamiques sociétales, offrant ainsi des perspectives sur les défis environnementaux contemporains. Hébergé par Acast. Visitez acast.com/privacy pour plus d'informations.
Extrait = l'IA va-t-elle aussi révolutionner le monde de l'investissement ? A commencer par le secteur des VC qui déverse chaque année plusieurs milliards sur la French Tech...Début de réponse avec Romain Serman qui dirige BPI France USA depuis 10 ans, à San Francisco. Bon teaser
Saison 6 - Episode n°62 - Enregistré à Anglet le 28 novembre 2024 Antony Colas cumule les casquettes depuis plus de 30 ans : journaliste, guide, photographe, éditeur, logisticien etc. Avec malgré tout deux dénominateurs communs que sont le surf et l'aventure. Son nom reste indissociable des Stormrider Guides qui ont accompagné les trips de tous les surfeurs européens puis mondiaux dans les années 90 puis 2000. Des ouvrages compilant des centaines de spots, avec toutes les infos pratiques pour les scorer au meilleur moment. Il a aussi réalisé certaines des aventures surf les plus osées de ces dernière décennies, toujours dans l'optique de trouver de nouvelles vagues et de documenter les côtes les plus inattendues de la planète. Enfin, son goût pour l'insolite et les vagues alternatives l'a rapidement poussé vers les mascarets dont il est l'un des plus éminents spécialistes de la planète, et qui l'ont conduit dans des endroits surprenants. Avec parfois des trouvailles inattendues comme cette vague sur le Bono, en Indonésie, qui avait conduit à l'expédition Seven Ghosts avec entre autres Tom Curren. Continuant à collectionner les tampons sur ses passeports entre les Maldives, qu'il sillonne et arpente depuis bientôt 30 ans, les Molluques, l'exploration de mascarets ou autres, Yep relate à notre micro une vie entière dédiée à la spotologie, SA science. Sa passion aussi. Une activité qui a rendu service des milliers de surfeurs, mais qui en a aussi irrité un paquet d'autres. Un sujet qu'on aborde sans détours avec lui. Bref, un épisode intéressant avec l'un des acteurs incontournables de la surf culture. Bonne écoute à tous. Merci à l'Ecole des Métiers du Surf pour le soutien de cet épisode. Découvrez l'école, son campus, ses valeurs et son catalogue de formation sur https://ecoledesmetiers.surf/ ✌
La saison régulière EuroLeague touche bientôt à sa fin, et pour une fois, le suspense est terminé avant la fin du calendrier : les 10 participants pour la postseason (Play-in et Playoffs) sont désormais connus. Cependant, tout est encore possible sur la journée 34, de la 3ème à la 10ème place, rien n'est assuré. C'est aussi le moment de se questionner sur l'avenir des équipes qui ont manqué le coche (Partizan Belgrade, Olimpia Milano, Zalgiris Kaunas). Et enfin, Romain et Lucas élisent les meilleurs duos, tous postes confondus de l'EuroLeague ! Enjoy
Did you know the biggest iceberg in the world is cruising through the ocean right now? It's called A23a, and it first broke off the Filchner Ice Shelf way back in 1986! For decades, it was just chilling (literally) in the Weddell Sea, stuck on the seabed. Then it started moving again in 2020, only to get trapped in this oceanic vortex called the Taylor Column. But in December 2024, it finally broke free and is now heading toward South Georgia Island. Oh, and get this — it's over 4,300 square kilometers in size, which makes it more than three times bigger than New York City! Credit: Mark 1333 / YouTube Alexander Snow / YouTube Rodolphe D. / YouTube cheesyman101 / Reddit Otis2014x / Reddit 2old-you / Reddit Unknown / Imgur CC BY 4.0 https://creativecommons.org/licenses/... Ice Castles NY: by Katie Alois, https://skfb.ly/otJ8Q Very Large Iceberg: by Brignolo, https://commons.wikimedia.org/wiki/Fi... Iceberg Shape: by Romain, https://commons.wikimedia.org/wiki/Fi... Iceberg A23a: by MODIS Land Rapid Response Team, NASA GSFC, https://commons.wikimedia.org/wiki/Fi..., https://modis.gsfc.nasa.gov/gallery/i... Rapid Sea Ice Breakup: by NASA https://commons.wikimedia.org/wiki/Fi..., https://earthobservatory.nasa.gov/ima... World's Largest Iceberg: by NOAA, https://commons.wikimedia.org/wiki/Fi..., https://www.nesdis.noaa.gov/news/worl... Bering glacier: by NASA, https://commons.wikimedia.org/wiki/Fi..., https://earthobservatory.nasa.gov/ima... Animation is created by Bright Side. ---------------------------------------------------------------------------------------- Music from TheSoul Sound: https://thesoul-sound.com/ Check our Bright Side podcast on Spotify and leave a positive review! https://open.spotify.com/show/0hUkPxD... Subscribe to Bright Side: https://goo.gl/rQTJZz ---------------------------------------------------------------------------------------- Our Social Media: Facebook: / brightside Instagram: / brightside.official TikTok: https://www.tiktok.com/@brightside.of... Telegram: https://t.me/bright_side_official Stock materials (photos, footages and other): https://www.depositphotos.com https://www.shutterstock.com https://www.eastnews.ru ---------------------------------------------------------------------------------------- For more videos and articles visit: http://www.brightside.me ---------------------------------------------------------------------------------------- This video is made for entertainment purposes. We do not make any warranties about the completeness, safety and reliability. Any action you take upon the information in this video is strictly at your own risk, and we will not be liable for any damages or losses. It is the viewer's responsibility to use judgement, care and precaution if you plan to replicate. Learn more about your ad choices. Visit megaphone.fm/adchoices
J'abrite la grande majorité de la biodiversité terrestre, je suis l'usine de recyclage de la matière, source et support de l'alimentation et j'ai un rôle énorme dans l'effet de serre et la captation de carbone, qui suis-je ?- Le sol. Un gramme de sol héberge plus d'un milliard de bactéries, de plusieurs milliers d'espèces différentes. Il compte aussi 1 à 100 000 espèces de champignons… Avec 50% de la biomasse vivante, 23% des espèces vivantes connues et 75% de la matière organique terrestre, le sol est de loin le principal écosystème terrestre : ce que nous voyons en surface n'en est qu'un minuscule reflet. La vie crée le sol : elle dégrade la matière organique pour en recycler les éléments ; elle attaque la roche pour libérer la fertilité ; elle exploite l'atmosphère dont l'azote gazeux est notamment transformé par des bactéries en azote assimilable. La vie brasse le sol, entre mouvements animaux et remontées d'éléments prélevés en profondeur par les plantes. Les sols font le monde. Leur fertilité emportée par les eaux fertilise les océans, expliquant pourquoi les eaux proches des continents sont les plus productives (même la biodiversité marine doit beaucoup aux sols !). Une solution simple contre l'effet de serre est d'enfouir nos déchets organiques dans les sols. Augmenter de 0,4 % par an la teneur en matière organique dans les sols stockerait l'équivalent de nos émissions annuelles de CO2 ! L'homme n'y a pas compris cela. L'équivalent d'un département est artificialisé tous les 7 à 10 ans en France. La salinisation menace 30% des sols agricoles, car l'irrigation amène des sels qui s'accumulent. Le labour ramène la fertilité en surface, aère le sol et désherbe nos champs mais sur le long terme, cette pratique récurrente et profonde est dommageable. Il faut 100 à 1000 ans pour faire un sol... Nous réalisons donc mal qu'ils sont eux-aussi un patrimoine qu'on ne peut remplacer et qu'il faut protéger. Nous héritons les sols de nos ancêtres et nous les devons à nos enfants.Notre invité Max nous expose ce qu'il a retenu de son émission avec Marc-André Sélosse.Cette émission du Greenletter Club est visible ici. _______
L'art brut ne se limite pas aux œuvres plastiques. À la Collection de l'Art Brut de Lausanne, Vincent Monod, archiviste, se passionne pour un pan méconnu de cette expression libre : la musique. Louis Billette est saxophoniste. Il utilise la musique comme un outil de médiation : grâce à ses compétences en improvisation, il accompagne son frère Romain, rappeur et poète atteint de schizophrénie. Reportages d'Arditë Shabani Réalisation : Sandro Lisci Production : Laurence Difélix
On débriefe le dernier live, on parle d'impro et de rock !Dans cet épisode, Pierre Lapin et Rémi Boyes reçoivent Romain Raulin !Grâce à la participation de ChatGPT, le modèle de langage avancé, les échanges entre les invités et les animateurs prennent une dimension encore plus profonde.ChatGPT intervient avec des informations contextuelles, des références pertinentes et des perspectives uniques pour enrichir les discussions et offrir une expérience d'écoute unique en son genre.Un podcast réalisé et produit par Zu grâce à des sons EpidemicsoundAvec un générique par le talentueux Douglas Cavanna▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬Vous pouvez retrouver l'équipe sur les réseaux sociauxRémi BoyesPierre LapinZu▬▬▬▬▬▬▬▬▬▬ Trois coups de pouce pour aider le podcast ▬▬▬▬▬▬▬▬▬▬1. Abonnez vous
On joue au "Maître Du Temps" pour gagner une PS5
March 25, 2025 ~ JoAnn Matouk Romain's family is asking Attorney General Nessel to reopen the investigation into her disappearance, JoAnn's brother, John Matouk, joins Kevin to share more.
Join Mark and Hélène at the start of an engaging new story! In this first chapter of Scenes, our course for intermediate French learners, we are introduced to Chez Nico, a lively village café where locals and visitors cross paths.We meet Nico, the new owner, who has just taken over the café where he grew up. As he navigates his first busy weekend, we also get to know Romain, a taxi driver and football enthusiast who stops by for his daily coffee. Between tourists on the terrace and local shopkeepers dropping in for lunch, Nico is off to a great start, but will Chez Nico be a success?Alongside the story, Mark and Hélène will highlight useful grammar and vocabulary, such as the difference between the passé composé and imparfait and expressions like croiser les doigts.If you're looking for a fun and immersive way to improve your French, ne manquez pas ce premier chapitre de Scenes !Click here to access the premium course of Scenes, which includes access to lesson notes, vocabulary lists, exercises and quizzes (and much more!) to check your understanding. Hosted on Acast. See acast.com/privacy for more information.
Pour le troisième épisode du Side Quest Podcast, rencontrez Romain Gallissot, fin connaisseur du monde de la BD et de l'illustration, passionné par l'éducation et la jeunesse, Romain investit également depuis de nombreuses années le sujet parfois tendu que peuvent représenter l'usage des écrans en famille, et notamment de la relation des enfants aux écrans. Il a notamment contribué à plusieurs ouvrages dont “Le numérique pas bête” (Bayard Jeunesse, 2021), “Le petit livre pour bien vivre avec les écrans” (Bayard Jeuness, 2°22)), et en 2024, il a contribué à développer “Croc'écran”, un projet multifacette pour aider les famille à mieux vivre avec les écrans.Ensemble on a discuté de son parcours, de son appétence pour la BD, l'illustration, mais aussi de son intérêt pour l'éducation, les enfants, le digital, et évidemment le sujet des écrans dont nous avons largement discuté en deuxième partie. Pour rejoindre la communauté Sens Créatif et bénéficier des autres épisodes bonus du Side Quest Podcast, soutenez-nous sur PATREON et rejoignez notre communauté sur DISCORD !NOTES ET RESSOURCESGallissehttps://gallissotromain.fr/https://www.instagram.com/gallisse/Croc'écranhttps://crocecran.bayard-jeunesse.com/SENS CREATIFEPISODESMENTORINGLA QUÊTENEWSLETTERINSTAGRAMYOUTUBETIIMETiime, c'est le logiciel de facturation 100% gratuit qui gère vos devis et factures en 2 minutes !CREDITSinterview + montage Jérémie Claeysgénérique Octopodz (music production) ©2025production Jérémie Claeys + Laurent Bazart pour SENS CREATIF ©2019-2025 Accédez à des tonnes de bonus en rejoignant le Patate Club sur Patreon ! Hébergé par Acast. Visitez acast.com/privacy pour plus d'informations.
In this episode we speak to Romain Gallais.Romain shares how he has embraced short course racing and we get the opportunity to speak to him about the diferences in training and race day strategies.Fit, Healthy & Happy Podcast Welcome to the Fit, Healthy and Happy Podcast hosted by Josh and Kyle from Colossus...Listen on: Apple Podcasts Spotify
On joue ensemble à "Qu'est-ce qu'il y a dans la popoche à Manu ?" pour gagner 2000 euros à dépenser dans les campings Marvilla Parks .
Ce vendredi 21 mars, Marc Fiorentino a mis en avant la performance de William Higgons, Eric Bleines, et Romain Burnand, dans Le top 3 des gérants dans l'émission C'est Votre Argent présentée par Marc Fiorentino. C'est Votre Argent est à voir ou écouter le vendredi sur BFM Business.
De la peste d'Athènes au Covid, en passant par la grippe espagnole et la variole en Egypte, les pandémies ont bouleversé notre histoire. Vous vous êtes peut-être déjà demandé d'où elles venaient... Nos très lointains ancêtres faisaient-ils eux aussi face à des virus et des bactéries ? Accompagnés du Pr Renaud Piarroux, chef de service à la Pitié Salpêtrière (AP-HP), spécialiste des maladies infectieuses, on se plonge dans l'histoire des épidémies, de la préhistoire à la fin de l'Antiquité. Aujourd'hui, on vous raconte la toute première pandémie, la peste antonine dans l'Empire Romain. Retrouvez tous les détails de l'épisode ici et inscrivez-vous à notre newsletter. L'équipe : Écriture et présentation : Charlotte BarisMontage : Léa BertrandRéalisation : Jules Krot Crédits : INA, HBO, Studiocanal, France 24, Cité des sciences et de l'industrie Musique et habillage : Emmanuel Herschon / Studio Torrent Logo : Anne-Laure Chapelain / Thibaut Zschiesche Pour nous écrire : laloupe@lexpress.fr Hébergé par Acast. Visitez acast.com/privacy pour plus d'informations.
Pourquoi Virginie & Romain se sont posé autant de questions sur ce sujet ? On en parle dans l'épisode.Le linkedin de Virginie : https://www.linkedin.com/in/virginie-cador-3a89b3134/Le linkedin de Romain : https://www.linkedin.com/in/romain-quilici-2686121/Hébergé par Ausha. Visitez ausha.co/politique-de-confidentialite pour plus d'informations.
Joining Iain Dale on Cross Question this evening are Labour MP and foreign affairs committee chair Dame Emily Thornberry, former Conservative MP and minister Steve Baker, the Sun's Noa Hoffman and rabbi Dr Jonathan Romain.
While everyone is now repeating that 2025 is the “Year of the Agent”, OpenAI is heads down building towards it. In the first 2 months of the year they released Operator and Deep Research (arguably the most successful agent archetype so far), and today they are bringing a lot of those capabilities to the API:* Responses API* Web Search Tool* Computer Use Tool* File Search Tool* A new open source Agents SDK with integrated Observability ToolsWe cover all this and more in today's lightning pod on YouTube!More details here:Responses APIIn our Michelle Pokrass episode we talked about the Assistants API needing a redesign. Today OpenAI is launching the Responses API, “a more flexible foundation for developers building agentic applications”. It's a superset of the chat completion API, and the suggested starting point for developers working with OpenAI models. One of the big upgrades is the new set of built-in tools for the responses API: Web Search, Computer Use, and Files. Web Search ToolWe previously had Exa AI on the podcast to talk about web search for AI. OpenAI is also now joining the race; the Web Search API is actually a new “model” that exposes two 4o fine-tunes: gpt-4o-search-preview and gpt-4o-mini-search-preview. These are the same models that power ChatGPT Search, and are priced at $30/1000 queries and $25/1000 queries respectively. The killer feature is inline citations: you do not only get a link to a page, but also a deep link to exactly where your query was answered in the result page. Computer Use ToolThe model that powers Operator, called Computer-Using-Agent (CUA), is also now available in the API. The computer-use-preview model is SOTA on most benchmarks, achieving 38.1% success on OSWorld for full computer use tasks, 58.1% on WebArena, and 87% on WebVoyager for web-based interactions.As you will notice in the docs, `computer-use-preview` is both a model and a tool through which you can specify the environment. Usage is priced at $3/1M input tokens and $12/1M output tokens, and it's currently only available to users in tiers 3-5.File Search ToolFile Search was also available in the Assistants API, and it's now coming to Responses too. OpenAI is bringing search + RAG all under one umbrella, and we'll definitely see more people trying to find new ways to build all-in-one apps on OpenAI. Usage is priced at $2.50 per thousand queries and file storage at $0.10/GB/day, with the first GB free.Agent SDK: Swarms++!https://github.com/openai/openai-agents-pythonTo bring it all together, after the viral reception to Swarm, OpenAI is releasing an officially supported agents framework (which was previewed at our AI Engineer Summit) with 4 core pieces:* Agents: Easily configurable LLMs with clear instructions and built-in tools.* Handoffs: Intelligently transfer control between agents.* Guardrails: Configurable safety checks for input and output validation.* Tracing & Observability: Visualize agent execution traces to debug and optimize performance.Multi-agent workflows are here to stay!OpenAI is now explicitly designs for a set of common agentic patterns: Workflows, Handoffs, Agents-as-Tools, LLM-as-a-Judge, Parallelization, and Guardrails. OpenAI previewed this in part 2 of their talk at NYC:Further coverage of the launch from Kevin Weil, WSJ, and OpenAIDevs, AMA here.Show Notes* Assistants API* Swarm (OpenAI)* Fine-Tuning in AI* 2024 OpenAI DevDay Recap with Romain* Michelle Pokrass episode (API lead)Timestamps* 00:00 Intros* 02:31 Responses API * 08:34 Web Search API * 17:14 Files Search API * 18:46 Files API vs RAG * 20:06 Computer Use / Operator API * 22:30 Agents SDKAnd of course you can catch up with the full livestream here:TranscriptAlessio [00:00:03]: Hey, everyone. Welcome back to another Latent Space Lightning episode. This is Alessio, partner and CTO at Decibel, and I'm joined by Swyx, founder of Small AI.swyx [00:00:11]: Hi, and today we have a super special episode because we're talking with our old friend Roman. Hi, welcome.Romain [00:00:19]: Thank you. Thank you for having me.swyx [00:00:20]: And Nikunj, who is most famously, if anyone has ever tried to get any access to anything on the API, Nikunj is the guy. So I know your emails because I look forward to them.Nikunj [00:00:30]: Yeah, nice to meet all of you.swyx [00:00:32]: I think that we're basically convening today to talk about the new API. So perhaps you guys want to just kick off. What is OpenAI launching today?Nikunj [00:00:40]: Yeah, so I can kick it off. We're launching a bunch of new things today. We're going to do three new built-in tools. So we're launching the web search tool. This is basically chat GPD for search, but available in the API. We're launching an improved file search tool. So this is you bringing your data to OpenAI. You upload it. We, you know, take care of parsing it, chunking it. We're embedding it, making it searchable, give you this like ready vector store that you can use. So that's the file search tool. And then we're also launching our computer use tool. So this is the tool behind the operator product in chat GPD. So that's coming to developers today. And to support all of these tools, we're going to have a new API. So, you know, we launched chat completions, like I think March 2023 or so. It's been a while. So we're looking for an update over here to support all the new things that the models can do. And so we're launching this new API. It is, you know, it works with tools. We think it'll be like a great option for all the future agentic products that we build. And so that is also launching today. Actually, the last thing we're launching is the agents SDK. We launched this thing called Swarm last year where, you know, it was an experimental SDK for people to do multi-agent orchestration and stuff like that. It was supposed to be like educational experimental, but like people, people really loved it. They like ate it up. And so we are like, all right, let's, let's upgrade this thing. Let's give it a new name. And so we're calling it the agents SDK. It's going to have built-in tracing in the OpenAI dashboard. So lots of cool stuff going out. So, yeah.Romain [00:02:14]: That's a lot, but we said 2025 was the year of agents. So there you have it, like a lot of new tools to build these agents for developers.swyx [00:02:20]: Okay. I guess, I guess we'll just kind of go one by one and we'll leave the agents SDK towards the end. So responses API, I think the sort of primary concern that people have and something I think I've voiced to you guys when, when, when I was talking with you in the, in the planning process was, is chat completions going away? So I just wanted to let it, let you guys respond to the concerns that people might have.Romain [00:02:41]: Chat completion is definitely like here to stay, you know, it's a bare metal API we've had for quite some time. Lots of tools built around it. So we want to make sure that it's maintained and people can confidently keep on building on it. At the same time, it was kind of optimized for a different world, right? It was optimized for a pre-multi-modality world. We also optimized for kind of single turn. It takes two problems. It takes prompt in, it takes response out. And now with these agentic workflows, we, we noticed that like developers and companies want to build longer horizon tasks, you know, like things that require multiple returns to get the task accomplished. And computer use is one of those, for instance. And so that's why the responses API came to life to kind of support these new agentic workflows. But chat completion is definitely here to stay.swyx [00:03:27]: And assistance API, we've, uh, has a target sunset date of first half of 2020. So this is kind of like, in my mind, there was a kind of very poetic mirroring of the API with the models. This, I kind of view this as like kind of the merging of assistance API and chat completions, right. Into one unified responses. So it's kind of like how GPT and the old series models are also unifying.Romain [00:03:48]: Yeah, that's exactly the right, uh, that's the right framing, right? Like, I think we took the best of what we learned from the assistance API, especially like being able to access tools very, uh, very like conveniently, but at the same time, like simplifying the way you have to integrate, like, you no longer have to think about six different objects to kind of get access to these tools with the responses API. You just get one API request and suddenly you can weave in those tools, right?Nikunj [00:04:12]: Yeah, absolutely. And I think we're going to make it really easy and straightforward for assistance API users to migrate over to responsive. Right. To the API without any loss of functionality or data. So our plan is absolutely to add, you know, assistant like objects and thread light objects to that, that work really well with the responses API. We'll also add like the code interpreter tool, which is not launching today, but it'll come soon. And, uh, we'll add async mode to responses API, because that's another difference with, with, uh, assistance. I will have web hooks and stuff like that, but I think it's going to be like a pretty smooth transition. Uh, once we have all of that in place. And we'll be. Like a full year to migrate and, and help them through any issues they, they, they face. So overall, I feel like assistance users are really going to benefit from this longer term, uh, with this more flexible, primitive.Alessio [00:05:01]: How should people think about when to use each type of API? So I know that in the past, the assistance was maybe more stateful, kind of like long running, many tool use kind of like file based things. And the chat completions is more stateless, you know, kind of like traditional completion API. Is that still the mental model that people should have? Or like, should you buy the.Nikunj [00:05:20]: So the responses API is going to support everything that it's at launch, going to support everything that chat completion supports, and then over time, it's going to support everything that assistance supports. So it's going to be a pretty good fit for anyone starting out with open AI. Uh, they should be able to like go to responses responses, by the way, also has a stateless mode, so you can pass in store false and they'll make the whole API stateless, just like chat completions. You're really trying to like get this unification. A story in so that people don't have to juggle multiple endpoints. That being said, like chat completions, just like the most widely adopted API, it's it's so popular. So we're still going to like support it for years with like new models and features. But if you're a new user, you want to or if you want to like existing, you want to tap into some of these like built in tools or something, you should feel feel totally fine migrating to responses and you'll have more capabilities and performance than the tech completions.swyx [00:06:16]: I think the messaging that I agree that I think resonated the most. When I talked to you was that it is a strict superset, right? Like you should be able to do everything that you could do in chat completions and with assistants. And the thing that I just assumed that because you're you're now, you know, by default is stateful, you're actually storing the chat logs or the chat state. I thought you'd be charging me for it. So, you know, to me, it was very surprising that you figured out how to make it free.Nikunj [00:06:43]: Yeah, it's free. We store your state for 30 days. You can turn it off. But yeah, it's it's free. And the interesting thing on state is that it just like makes particularly for me, it makes like debugging things and building things so much simpler, where I can like create a responses object that's like pretty complicated and part of this more complex application that I've built, I can just go into my dashboard and see exactly what happened that mess up my prompt that is like not called one of these tools that misconfigure one of the tools like the visual observability of everything that you're doing is so, so helpful. So I'm excited, like about people trying that out and getting benefits from it, too.swyx [00:07:19]: Yeah, it's a it's really, I think, a really nice to have. But all I'll say is that my friend Corey Quinn says that anything that can be used as a database will be used as a database. So be prepared for some abuse.Romain [00:07:34]: All right. Yeah, that's a good one. Some of that I've tried with the metadata. That's some people are very, very creative at stuffing data into an object. Yeah.Nikunj [00:07:44]: And we do have metadata with responses. Exactly. Yeah.Alessio [00:07:48]: Let's get through it. All of these. So web search. I think the when I first said web search, I thought you were going to just expose a API that then return kind of like a nice list of thing. But the way it's name is like GPD for all search preview. So I'm guessing you have you're using basically the same model that is in the chat GPD search, which is fine tune for search. I'm guessing it's a different model than the base one. And it's impressive the jump in performance. So just to give an example, in simple QA, GPD for all is 38% accuracy for all search is 90%. But we always talk about. How tools are like models is not everything you need, like tools around it are just as important. So, yeah, maybe give people a quick review on like the work that went into making this special.Nikunj [00:08:29]: Should I take that?Alessio [00:08:29]: Yeah, go for it.Nikunj [00:08:30]: So firstly, we're launching web search in two ways. One in responses API, which is our API for tools. It's going to be available as a web search tool itself. So you'll be able to go tools, turn on web search and you're ready to go. We still wanted to give chat completions people access to real time information. So in that. Chat completions API, which does not support built in tools. We're launching the direct access to the fine tuned model that chat GPD for search uses, and we call it GPD for search preview. And how is this model built? Basically, we have our search research team has been working on this for a while. Their main goal is to, like, get information, like get a bunch of information from all of our data sources that we use to gather information for search and then pick the right things and then cite them. As accurately as possible. And that's what the search team has really focused on. They've done some pretty cool stuff. They use like synthetic data techniques. They've done like all series model distillation to, like, make these four or fine tunes really good. But yeah, the main thing is, like, can it remain factual? Can it answer questions based on what it retrieves and get cited accurately? And that's what this like fine tune model really excels at. And so, yeah, so we're excited that, like, it's going to be directly available in chat completions along with being available as a tool. Yeah.Alessio [00:09:49]: Just to clarify, if I'm using the responses API, this is a tool. But if I'm using chat completions, I have to switch model. I cannot use 01 and call search as a tool. Yeah, that's right. Exactly.Romain [00:09:58]: I think what's really compelling, at least for me and my own uses of it so far, is that when you use, like, web search as a tool, it combines nicely with every other tool and every other feature of the platform. So think about this for a second. For instance, imagine you have, like, a responses API call with the web search tool, but suddenly you turn on function calling. You also turn on, let's say, structure. So you can have, like, the ability to structure any data from the web in real time in the JSON schema that you need for your application. So it's quite powerful when you start combining those features and tools together. It's kind of like an API for the Internet almost, you know, like you get, like, access to the precise schema you need for your app. Yeah.Alessio [00:10:39]: And then just to wrap up on the infrastructure side of it, I read on the post that people, publisher can choose to appear in the web search. So are people by default in it? Like, how can we get Latent Space in the web search API?Nikunj [00:10:53]: Yeah. Yeah. I think we have some documentation around how websites, publishers can control, like, what shows up in a web search tool. And I think you should be able to, like, read that. I think we should be able to get Latent Space in for sure. Yeah.swyx [00:11:10]: You know, I think so. I compare this to a broader trend that I started covering last year of online LLMs. Actually, Perplexity, I think, was the first. It was the first to say, to offer an API that is connected to search, and then Gemini had the sort of search grounding API. And I think you guys, I actually didn't, I missed this in the original reading of the docs, but you even give like citations with like the exact sub paragraph that is matching, which I think is the standard nowadays. I think my question is, how do we take what a knowledge cutoff is for something like this, right? Because like now, basically there's no knowledge cutoff is always live, but then there's a difference between what the model has sort of internalized in its back propagation and what is searching up its rag.Romain [00:11:53]: I think it kind of depends on the use case, right? And what you want to showcase as the source. Like, for instance, you take a company like Hebbia that has used this like web search tool. They can combine like for credit firms or law firms, they can find like, you know, public information from the internet with the live sources and citation that sometimes you do want to have access to, as opposed to like the internal knowledge. But if you're building something different, well, like, you just want to have the information. If you want to have an assistant that relies on the deep knowledge that the model has, you may not need to have these like direct citations. So I think it kind of depends on the use case a little bit, but there are many, uh, many companies like Hebbia that will need that access to these citations to precisely know where the information comes from.swyx [00:12:34]: Yeah, yeah, uh, for sure. And then one thing on the, on like the breadth, you know, I think a lot of the deep research, open deep research implementations have this sort of hyper parameter about, you know, how deep they're searching and how wide they're searching. I don't see that in the docs. But is that something that we can tune? Is that something you recommend thinking about?Nikunj [00:12:53]: Super interesting. It's definitely not a parameter today, but we should explore that. It's very interesting. I imagine like how you would do it with the web search tool and responsive API is you would have some form of like, you know, agent orchestration over here where you have a planning step and then each like web search call that you do like explicitly goes a layer deeper and deeper and deeper. But it's not a parameter that's available out of the box. But it's a cool. It's a cool thing to think about. Yeah.swyx [00:13:19]: The only guidance I'll offer there is a lot of these implementations offer top K, which is like, you know, top 10, top 20, but actually don't really want that. You want like sort of some kind of similarity cutoff, right? Like some matching score cuts cutoff, because if there's only five things, five documents that match fine, if there's 500 that match, maybe that's what I want. Right. Yeah. But also that might, that might make my costs very unpredictable because the costs are something like $30 per a thousand queries, right? So yeah. Yeah.Nikunj [00:13:49]: I guess you could, you could have some form of like a context budget and then you're like, go as deep as you can and pick the best stuff and put it into like X number of tokens. There could be some creative ways of, of managing cost, but yeah, that's a super interesting thing to explore.Alessio [00:14:05]: Do you see people using the files and the search API together where you can kind of search and then store everything in the file so the next time I'm not paying for the search again and like, yeah, how should people balance that?Nikunj [00:14:17]: That's actually a very interesting question. And let me first tell you about how I've seen a really cool way I've seen people use files and search together is they put their user preferences or memories in the vector store and so a query comes in, you use the file search tool to like get someone's like reading preferences or like fashion preferences and stuff like that, and then you search the web for information or products that they can buy related to those preferences and you then render something beautiful to show them, like, here are five things that you might be interested in. So that's how I've seen like file search, web search work together. And by the way, that's like a single responses API call, which is really cool. So you just like configure these things, go boom, and like everything just happens. But yeah, that's how I've seen like files and web work together.Romain [00:15:01]: But I think that what you're pointing out is like interesting, and I'm sure developers will surprise us as they always do in terms of how they combine these tools and how they might use file search as a way to have memory and preferences, like Nikum says. But I think like zooming out, what I find very compelling and powerful here is like when you have these like neural networks. That have like all of the knowledge that they have today, plus real time access to the Internet for like any kind of real time information that you might need for your app and file search, where you can have a lot of company, private documents, private details, you combine those three, and you have like very, very compelling and precise answers for any kind of use case that your company or your product might want to enable.swyx [00:15:41]: It's a difference between sort of internal documents versus the open web, right? Like you're going to need both. Exactly, exactly. I never thought about it doing memory as well. I guess, again, you know, anything that's a database, you can store it and you will use it as a database. That sounds awesome. But I think also you've been, you know, expanding the file search. You have more file types. You have query optimization, custom re-ranking. So it really seems like, you know, it's been fleshed out. Obviously, I haven't been paying a ton of attention to the file search capability, but it sounds like your team has added a lot of features.Nikunj [00:16:14]: Yeah, metadata filtering was like the main thing people were asking us for for a while. And I'm super excited about it. I mean, it's just so critical once your, like, web store size goes over, you know, more than like, you know, 5,000, 10,000 records, you kind of need that. So, yeah, metadata filtering is coming, too.Romain [00:16:31]: And for most companies, it's also not like a competency that you want to rebuild in-house necessarily, you know, like, you know, thinking about embeddings and chunking and, you know, how of that, like, it sounds like very complex for something very, like, obvious to ship for your users. Like companies like Navant, for instance. They were able to build with the file search, like, you know, take all of the FAQ and travel policies, for instance, that you have, you, you put that in file search tool, and then you don't have to think about anything. Now your assistant becomes naturally much more aware of all of these policies from the files.swyx [00:17:03]: The question is, like, there's a very, very vibrant RAG industry already, as you well know. So there's many other vector databases, many other frameworks. Probably if it's an open source stack, I would say like a lot of the AI engineers that I talk to want to own this part of the stack. And it feels like, you know, like, when should we DIY and when should we just use whatever OpenAI offers?Nikunj [00:17:24]: Yeah. I mean, like, if you're doing something completely from scratch, you're going to have more control, right? Like, so super supportive of, you know, people trying to, like, roll up their sleeves, build their, like, super custom chunking strategy and super custom retrieval strategy and all of that. And those are things that, like, will be harder to do with OpenAI tools. OpenAI tool has, like, we have an out-of-the-box solution. We give you the tools. We use some knobs to customize things, but it's more of, like, a managed RAG service. So my recommendation would be, like, start with the OpenAI thing, see if it, like, meets your needs. And over time, we're going to be adding more and more knobs to make it even more customizable. But, you know, if you want, like, the completely custom thing, you want control over every single thing, then you'd probably want to go and hand roll it using other solutions. So we're supportive of both, like, engineers should pick. Yeah.Alessio [00:18:16]: And then we got computer use. Which I think Operator was obviously one of the hot releases of the year. And we're only two months in. Let's talk about that. And that's also, it seems like a separate model that has been fine-tuned for Operator that has browser access.Nikunj [00:18:31]: Yeah, absolutely. I mean, the computer use models are exciting. The cool thing about computer use is that we're just so, so early. It's like the GPT-2 of computer use or maybe GPT-1 of computer use right now. But it is a separate model that has been, you know, the computer. The computer use team has been working on, you send it screenshots and it tells you what action to take. So the outputs of it are almost always tool calls and you're inputting screenshots based on whatever computer you're trying to operate.Romain [00:19:01]: Maybe zooming out for a second, because like, I'm sure your audience is like super, super like AI native, obviously. But like, what is computer use as a tool, right? And what's operator? So the idea for computer use is like, how do we let developers also build agents that can complete tasks for the users, but using a computer? Okay. Or a browser instead. And so how do you get that done? And so that's why we have this custom model, like optimized for computer use that we use like for operator ourselves. But the idea behind like putting it as an API is that imagine like now you want to, you want to automate some tasks for your product or your own customers. Then now you can, you can have like the ability to spin up one of these agents that will look at the screen and act on the screen. So that means able, the ability to click, the ability to scroll. The ability to type and to report back on the action. So that's what we mean by computer use and wrapping it as a tool also in the responses API. So now like that gives a hint also at the multi-turned thing that we were hinting at earlier, the idea that like, yeah, maybe one of these actions can take a couple of minutes to complete because there's maybe like 20 steps to complete that task. But now you can.swyx [00:20:08]: Do you think a computer use can play Pokemon?Romain [00:20:11]: Oh, interesting. I guess we tried it. I guess we should try it. You know?swyx [00:20:17]: Yeah. There's a lot of interest. I think Pokemon really is a good agent benchmark, to be honest. Like it seems like Claude is, Claude is running into a lot of trouble.Romain [00:20:25]: Sounds like we should make that a new eval, it looks like.swyx [00:20:28]: Yeah. Yeah. Oh, and then one more, one more thing before we move on to agents SDK. I know you have a hard stop. There's all these, you know, blah, blah, dash preview, right? Like search preview, computer use preview, right? And you see them all like fine tunes of 4.0. I think the question is, are we, are they all going to be merged into the main branch or are we basically always going to have subsets? Of these models?Nikunj [00:20:49]: Yeah, I think in the early days, research teams at OpenAI like operate with like fine tune models. And then once the thing gets like more stable, we sort of merge it into the main line. So that's definitely the vision, like going out of preview as we get more comfortable with and learn about all the developer use cases and we're doing a good job at them. We'll sort of like make them part of like the core models so that you don't have to like deal with the bifurcation.Romain [00:21:12]: You should think of it this way as exactly what happened last year when we introduced vision capabilities, you know. Yes. Vision capabilities were in like a vision preview model based off of GPT-4 and then vision capabilities now are like obviously built into GPT-4.0. You can think about it the same way for like the other modalities like audio and those kind of like models, like optimized for search and computer use.swyx [00:21:34]: Agents SDK, we have a few minutes left. So let's just assume that everyone has looked at Swarm. Sure. I think that Swarm has really popularized the handoff technique, which I thought was like, you know, really, really interesting for sort of a multi-agent. What is new with the SDK?Nikunj [00:21:50]: Yeah. Do you want to start? Yeah, for sure. So we've basically added support for types. We've made this like a lot. Yeah. Like we've added support for types. We've added support for guard railing, which is a very common pattern. So in the guardrail example, you basically have two things happen in parallel. The guardrail can sort of block the execution. It's a type of like optimistic generation that happens. And I think we've added support for tracing. So I think that's really cool. So you can basically look at the traces that the Agents SDK creates in the OpenAI dashboard. We also like made this pretty flexible. So you can pick any API from any provider that supports the ChatCompletions API format. So it supports responses by default, but you can like easily plug it in to anyone that uses the ChatCompletions API. And similarly, on the tracing side, you can support like multiple tracing providers. By default, it sort of points to the OpenAI dashboard. But, you know, there's like so many tracing providers. There's so many tracing companies out there. And we'll announce some partnerships on that front, too. So just like, you know, adding lots of core features and making it more usable, but still centered around like handoffs is like the main, main concept.Romain [00:22:59]: And by the way, it's interesting, right? Because Swarm just came to life out of like learning from customers directly that like orchestrating agents in production was pretty hard. You know, simple ideas could quickly turn very complex. Like what are those guardrails? What are those handoffs, et cetera? So that came out of like learning from customers. And it was initially shipped. It was not as a like low-key experiment, I'd say. But we were kind of like taken by surprise at how much momentum there was around this concept. And so we decided to learn from that and embrace it. To be like, okay, maybe we should just embrace that as a core primitive of the OpenAI platform. And that's kind of what led to the Agents SDK. And I think now, as Nikuj mentioned, it's like adding all of these new capabilities to it, like leveraging the handoffs that we had, but tracing also. And I think what's very compelling for developers is like instead of having one agent to rule them all and you stuff like a lot of tool calls in there that can be hard to monitor, now you have the tools you need to kind of like separate the logic, right? And you can have a triage agent that based on an intent goes to different kind of agents. And then on the OpenAI dashboard, we're releasing a lot of new user interface logs as well. So you can see all of the tracing UIs. Essentially, you'll be able to troubleshoot like what exactly happened. In that workflow, when the triage agent did a handoff to a secondary agent and the third and see the tool calls, et cetera. So we think that the Agents SDK combined with the tracing UIs will definitely help users and developers build better agentic workflows.Alessio [00:24:28]: And just before we wrap, are you thinking of connecting this with also the RFT API? Because I know you already have, you kind of store my text completions and then I can do fine tuning of that. Is that going to be similar for agents where you're storing kind of like my traces? And then help me improve the agents?Nikunj [00:24:43]: Yeah, absolutely. Like you got to tie the traces to the evals product so that you can generate good evals. Once you have good evals and graders and tasks, you can use that to do reinforcement fine tuning. And, you know, lots of details to be figured out over here. But that's the vision. And I think we're going to go after it like pretty hard and hope we can like make this whole workflow a lot easier for developers.Alessio [00:25:05]: Awesome. Thank you so much for the time. I'm sure you'll be busy on Twitter tomorrow with all the developer feedback. Yeah.Romain [00:25:12]: Thank you so much for having us. And as always, we can't wait to see what developers will build with these tools and how we can like learn as quickly as we can from them to make them even better over time.Nikunj [00:25:21]: Yeah.Romain [00:25:22]: Thank you, guys.Nikunj [00:25:23]: Thank you.Romain [00:25:23]: Thank you both. Awesome. Get full access to Latent.Space at www.latent.space/subscribe
It's all to drive for. Only 1 can win. Which teams have big decisions to make? Who's under the most pressure? Ahead of the season-opening Australian Grand Prix, former F1 driver Romain Grosjean and F1TV presenter Laura Winter join Tom Clarkson to preview the race and the entire season. Will Max Verstappen match Michael Schumacher's record of five titles in a row? Who will be the number one driver at Ferrari out of Charles Leclerc and Lewis Hamilton? What do McLaren need to do differently to help Lando Norris or Oscar Piastri win the championship? And which of the five rookies have the most pressure and expectations on their shoulders this year? Tom, Romain and Laura also discuss what they're expecting from this weekend's season-opening Australian Grand Prix and they share their predictions for who will be crowned World Champion in 2025. Experience F1 live in 2025 Book grandstands, general admission + hospitality at tickets.formula1.com This episode is sponsored by: BetterHelp: our listeners get 10% off their first month at betterhelp.com/F1NATION Indeed: get a one hundred pound sponsored job credit to get your jobs more visibility at indeed.com/F1NATION Vanta: for a limited time, get a special offer of $1,000 off Vanta at vanta.com/nation Shopify: sign up for your one-dollar-per-month trial period at shopify.com/nation
durée : 00:58:11 - Le Cours de l'histoire - par : Xavier Mauduit, Maïwenn Guiziou - Dans l'Empire romain, les routes sont parsemées de brigands, prêts à bondir sur les voyageurs pour prendre leurs richesses. Du ravissement à la rançon, l'objectif principal est de faire du butin. En marge de la cité romaine, les brigands sont sévèrement punis par le pouvoir impérial. - réalisation : Thomas Beau - invités : Hélène Ménard historienne, maîtresse de conférences en histoire romaine à l'Université de Montpellier Paul-Valéry; Catherine Wolff historienne, professeure émérite d'histoire romaine à l'Université d'Avignon
Building Strong Relationships in Early Childhood Education In this episode of Reimagine Childhood, host Monica Healer interviews Dan St. Romain, an experienced educational consultant specializing in early childhood and behavior support. The discussion focuses on the changing societal norms and their impact on children's behavior, emphasizing the need to shift the mindset from punishment to discipline based on strong relationships. Dan shares practical strategies for managing classroom behavior, stressing the importance of developmental understanding and giving children the support they need. The conversation also highlights the significance of empathy, grace, and assuming positive intent in interactions with children and their parents. 00:00 Introduction to Reimagine Childhood 00:42 Meet Dan St. Romain: Educational Consultant 02:21 Current Challenges in Early Childhood Behavior 03:09 The Problem with Strategy vs. Mindset 05:40 Discipline vs. Punishment: A Mindset Shift 10:20 Impact of Societal Changes on Children's Behavior 20:01 Building Strong Relationships and Providing Clarity 25:05 Understanding Children's Natural Reactions 26:52 Assuming Positive Intent 28:20 Empathy in Discipline 36:15 The Impact of the Pandemic on Development 41:43 Patience and Grace in Early Childhood Education 45:33 Final Thoughts and Encouragement Dan has written several books for educators. You can find them on his website: https://danstromain.com/dans-store/. Monica's favorite is Lessons From LaRoux, which compares puppy training to shaping behavior in developing brains! Dan also has several social resources available at the same link including songs and read-aloud for your classroom. Dan offers an online course with monthly Zoom coaching sessions where you can bring your "real-life" challenges and problem-solve together. You can find more information on that course at this link - https://danstromain.com/online-course/
Anne Ghesquière reçoit Romain Vicente, responsable des praticiens du célèbre centre de ressourcement "La Pensée Sauvage" pour faire un point complet sur le jeûne ! Comment être en excellente santé grâce au jeûne ? Idées reçues, durées, jeûnes intermittents ou longs. [REDIFFUSION – BEST OF – MÉTAMORPHOSE]Le podcast #11 a été diffusé, la première fois, le 18 février 2019Quelques citations du podcast avec Romain Vicente :"Au travers du jeûne, cette joie qui se reconnecte.""Le jeûne est un retour à notre humanité.""Quand on commence à jeûner on va libérer les toxines..."Thèmes abordés lors du podcast avec Romain Vicente : 00:00 Introduction02:20 Jeûne et changements rapides. 04:07 Les progrès du jeûne en France. 06:11 Pour quoi jeûner ? 08:36 Jeûne et mécanisme de compostage. 11:37 L'autophagie. 14:37 Les différentes phases du jeûne. 18:10 Jeûne et réflexes ataviques.21:40 Reset et reconnexion à soi. 24:10 Quelle fréquence ?Avant-propos et précautions à l'écoute du podcast Découvrez Objectif Métamorphose, notre programme en 12 étapes pour partir à la rencontre de soi-même.Recevez un mercredi sur deux la newsletter Métamorphose avec des infos inédites sur le podcast et les inspirations d'AnneFaites le TEST gratuit de La Roue Métamorphose avec 9 piliers de votre vie !Suivez nos RS : Insta, Facebook & TikTokAbonnez-vous sur Apple Podcast / Spotify / Deezer / CastBox/ YoutubeSoutenez Métamorphose en rejoignant la Tribu MétamorphosePhoto DR Hébergé par Acast. Visitez acast.com/privacy pour plus d'informations.