Podcasts about dpo

Send us Fan MailWelcome to the Serious Privacy podcast, where Paul Breitbarth, Ralph O'Brien, and Dr. K Royal, discuss a week in privacy. Let's be honest though - it's really the US Supreme Court reent decisions in Slaughter and Chatrie. Tune in for a lievely discussion. Oh - and we're also on YouTube https://www.youtube.com/@seriousprivacypodcastChatrie v. United States (25-112): Police officers conducted a Fourth Amendment search when they acquired Okello Chatrie's location data from Google because an individual has a reasonable expectation of privacy in his cell-phone location information. Trump v. Slaughter (25-332): The Federal Trade Commission's for-cause removal provision, 15 U. S. C. §41, is contrary to the separation of powers enshrined in the Constitution. If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

Gouvernance de l'IA en entreprise : pourquoi la conformité RGPD et IA Act ne peut plus être un sujet réservé au DPOConformité, RGPD, IA Act : dans beaucoup d'entreprises, ces mots renvoient directement à un service : le juridique, le DPO, parfois la DSI. Un sujet que l'on délègue, que l'on coche, et dont on espère ne plus avoir à s'occuper. C'est justement l'angle mort que j'ai voulu creuser dans ce nouvel épisode de Digital Feeling, avec Leïla Chaudhry, consultante et experte en éthique et IA responsable.Nous avions déjà co-animé un webinaire ensemble sur ces questions, et la demande de clarification était trop forte pour s'arrêter là. Dans ce 164 ème épisode, Leïla revient sur ce qui distingue une simple mise en conformité d'une véritable gouvernance de l'IA, sur le risque très concret du Shadow IA, et sur les premières jurisprudences qui commencent à dessiner les contours de la responsabilité des entreprises.Gouvernance de l'IA : une définitionLa gouvernance de l'IA en entreprise désigne l'ensemble des règles, rôles et responsabilités permettant de savoir qui fait quoi avec l'intelligence artificielle, dans quel cadre de sécurité, avec quelles limites, et avec quelle auditabilité. Contrairement à une approche de conformité classique, elle repose sur un pilotage collectif et non sur un seul département.Comme le rappelle Leïla Chaudhry, la gouvernance ne se décrète pas depuis un seul bureau : elle se construit dès qu'une entreprise commence à intégrer des outils liés à l'intelligence artificielle, et elle engage plusieurs fonctions à la fois.Pourquoi la conformité IA ne peut pas reposer sur un seul serviceC'est la première idée forte de cet échange : dès qu'on parle d'IA, les responsabilités s'entremêlent. Il ne s'agit pas d'opposer le juridique, la DSI ou le métier, mais de les faire travailler ensemble au sein d'un même comité de pilotage.Leïla détaille les rôles qui doivent, selon elle, être représentés autour de la table :Le métier / business owner, qui prend la décision et engage l'entreprise vis-à-vis de ses clientsL'IT, qui évalue l'architecture et la performance de la solutionLa sécurité, qui contrôle les risques cyber sur la durée de vie du systèmeLe juridique et la conformité, qui posent le cadre, définissent les usages autorisés et veillent au respect des obligationsLe DPO, sur les questions de données personnelles et d'anonymisationL'objectif : construire une gouvernance suffisamment robuste pour que les responsabilités soient claires et partagées, plutôt que diluées.L'erreur la plus fréquente : se renvoyer la balleSur le terrain, l'erreur qu'elle observe le plus souvent chez ses clients n'est pas un manque de bonne volonté, mais un jeu de ping-pong organisationnel : l'IT qui dit que ce n'est pas son ressort, le métier qui renvoie vers la sécurité ou le juridique, et personne qui n'avance vraiment. Résultat : l'innovation attend, les projets prennent du retard, et l'absence de cadre clair finit par exposer l'entreprise à un non-respect des réglementations.Cette gouvernance n'a d'ailleurs pas besoin d'être lourde ou ultra-formalisée pour être efficace. Ce que décrit Leïla ressemble davantage à un espace de dialogue régulier entre profils non techniques et techniques, chacun apportant sa brique : le juridique pose le cadre, le métier exprime le besoin, l'IT évalue la faisabilité, le DPO signale les points d'anonymisation nécessaires.Le Shadow IA : le risque que la RGPD n'avait pas anticipéDeuxième sujet central de l'épisode, et sans doute le plus concret pour beaucoup d'entreprises : le Shadow IA. On connaît le Shadow IT depuis longtemps ; le Shadow IA en est le prolongement direct, à une différence près : la vitesse à laquelle il se répand.Le Shadow IA désigne l'usage, par des collaborateurs, d'outils d'intelligence artificielle non validés par l'entreprise (souvent des LLM grand public gratuits) pour traiter des données professionnelles, parfois personnelles, confidentielles ou stratégiques.Un chiffre partagé par Leïla lors de notre précédent webinaire donne la mesure du problème : près de 70 % des entreprises auraient déjà été concernées par du Shadow IA, sans même en avoir conscience.Le mécanisme est souvent le même : une entreprise peut interdire l'accès à certains outils sur les postes de travail professionnels, mais rien n'empêche un collaborateur d'utiliser son smartphone personnel pour poser une question, rédiger un email, ou transmettre des informations client : noms, données personnelles, parfois des éléments confidentiels comme un brevet ou un futur modèle de véhicule pas encore annoncé.Pourquoi les dirigeants sous-estiment ce risqueLeïla identifie plusieurs biais récurrents chez les dirigeants :Le biais de la fausse sécurité : penser que les données de l'entreprise sont bien protégées, alors qu'elles transitent par des outils grand public sans consentement ni cadre.Le biais de la taille : se dire que la CNIL cible surtout les grands groupes (Google, Amazon) et que les sanctions record ne concernent pas les PME.Le calcul de risque à court terme : préférer encaisser une éventuelle amende plutôt que d'investir dans la formation ou l'accompagnement, sans intégrer le coût réel d'un contrôle.Or, comme le rappelle Leïla, la réglementation s'applique à toutes les entreprises, quelle que soit leur taille. Une sanction proportionnelle au chiffre d'affaires reste un choc financier, même pour une structure modeste.Comment limiter le Shadow IA sans bloquer l'innovationInterdire ne suffit pas : dans les faits, un employeur ne peut pas empêcher l'usage d'un LLM sur un terminal personnel. La réponse de Leïla repose sur trois leviers complémentaires :Sensibiliser les équipes aux enjeux RGPD et IA Act, au-delà d'une simple charte d'usage signée une foisCartographier et classifier les données selon leur niveau de sensibilité (données publiques déjà disponibles en ligne vs données confidentielles ou stratégiques à chiffrer et dont le partage doit être strictement encadré)Proposer une alternative interne : mettre à disposition des collaborateurs une IA d'entreprise ou des outils intégrés, pour qu'ils gagnent en productivité sans ouvrir de faille de sécuritéSur ce dernier point, elle évoque, sans entrer dans le détail technique, la possibilité de s'appuyer sur des modèles déjà entraînés (elle cite Mistral à titre d'exemple) et de les adapter avec les données propres de l'entreprise plutôt que de partir de zéro.Conformité et souscription : ce que change une licence entrepriseUn point que nous n'évoquons pas assez souvent : souscrire une licence entreprise à un outil d'IA générateur (Claude, ChatGPT en version professionnelle) plutôt que de laisser les équipes utiliser des comptes gratuits change la donne en matière de confidentialité et de chiffrement des échanges avec, pour Google, quelques conditions à vérifier de plus près. Ce n'est pas gratuit, mais c'est aussi ce qui permet de sécuriser réellement les usages plutôt que de les subir.Et cela pose une question de fond que Leïla formule très clairement : faire de l'IA pour faire de l'IA n'a pas de sens. Avant de déployer un outil auprès de tous les collaborateurs, la vraie question est de savoir qui en a réellement besoin, pour quel usage, et pour quel gain de productivité.RGPD, IA Act : une superposition de textes, pas une redondanceBeaucoup d'entreprises se demandent si le RGPD, antérieur à la démocratisation de l'IA générative, est encore adapté. Pour Leïla, la réponse tient en un principe simple : il n'y a pas d'IA sans données, et il n'y a pas d'IA de qualité sans données de qualité donc pas d'IA sans RGPD.L'IA Act ne remplace pas le RGPD : il vient s'y superposer, avec ses propres exigences en matière de gestion des risques algorithmiques, notamment sur les sujets à fort enjeu humain.Les premières jurisprudences à connaîtreLeïla cite plusieurs précédents qui donnent une idée assez nette des priorités des autorités :Cas Sujet Enseignement CNIL vs Amazon Algorithmes de surveillance de la productivité (rythme de travail, pauses) Les outils de contrôle algorithmique du travail sont une cible prioritaire des sanctions Algorithmes de tri de CV (ATS) Biais introduits par les données d'entraînement, pas par l'algorithme lui-même Un système entraîné sur les profils "qui ont réussi" dans l'entreprise peut reproduire des discriminations existantes (âge, profil type) Air Canada Chatbot ayant transmis une information erronée à un client L'entreprise reste juridiquement responsable des décisions prises par ses outils d'IA, y compris un simple chatbot Employé licencié après usage d'une IA "gratuite" Faute liée à l'usage d'un outil non validé, avec impact client L'employeur ne peut pas se dédouaner en argumentant que c'est "la faute du salarié", l'entreprise reste responsable.Un principe commun ressort de ces exemples : on ne peut jamais reporter la responsabilité sur "la faute de la machine". L'IA reste un outil ; la responsabilité juridique reste entièrement du côté de l'entreprise qui le déploie.Sur le sujet spécifique des ATS et du recrutement, Leïla voit dans l'IA Act une opportunité positive : en imposant des degrés de protection pour les décisions à impact humain, le texte pourrait justement remettre un peu d'humain dans des processus de recrutement devenus, depuis des années déjà, largement automatisés et parfois déshumanisants.Privacy by Design : intégrer la conformité dès la première minuteDernier point structurant de l'échange : à quel moment intégrer la conformité dans un projet IA ? La réponse de Leïla est sans ambiguïté : dès la conception, en s'appuyant sur le principe de Privacy by Design.Un projet d'IA conçu sans respecter le RGPD dès le départ s'expose à un scénario coûteux : les autorités peuvent, dans certains cas, contraindre une entreprise à détruire purement et simplement le modèle développé, parce qu'il ne respecte pas les droits des personnes ou la protection des données personnelles. Tout le temps et l'argent investis sont alors perdus, et il faut recommencer de zéro.Intégrer la conformité en amont n'est donc pas qu'une contrainte réglementaire : c'est aussi, très concrètement, un avantage concurrentiel. Une entreprise en règle ne prend pas le risque d'être arrêtée en plein projet et de devoir tout reprendre à zéro.Deux principes reviennent régulièrement dans les propos de Leïla sur ce point : la source des données doit toujours être claire, et leur traitement doit rester transparent même si, comme je le souligne dans l'épisode en écho au livre d'Éric Hazan, la transparence algorithmique reste un sujet complexe, parfois plus exigeant que celui qu'on demande aux humains eux-mêmes.Les 3 conseils de Leïla Chaudhry pour démarrer une réflexion IA responsablePour conclure l'épisode, je demande toujours à mes invités un conseil actionnable. Voici les trois axes que Leïla propose aux entreprises qui démarrent leur réflexion sur l'IA responsable :Concevoir et déployer les systèmes en s'appuyant sur le RGPD, en s'assurant que toutes les obligations sont respectées : information des personnes, base légale, sécurité des données.Se former et sensibiliser ses équipes au Shadow IA, en intégrant des cas d'usage métier concrets plutôt qu'une charte théorique, et en identifiant les besoins réels avant de choisir une technologie.Se mettre en conformité dès maintenant, sans attendre l'entrée en vigueur complète de l'IA Act. Le calendrier de certains volets du texte a pu glisser (notamment avec le paquet dit "omnibus numérique"), mais RGPD et IA Act se superposent déjà : attendre, c'est prendre du retard sur un cadre qui s'applique en grande partie dès aujourd'hui.En résuméLa gouvernance de l'IA responsable n'est ni un sujet purement juridique, ni un sujet purement technique : c'est un sujet collectif, qui engage le métier, l'IT, la sécurité et le juridique autour d'une même table. Le vrai risque aujourd'hui n'est pas tant la complexité du RGPD ou de l'IA Act que le Shadow IA, cet usage informel, individuel, largement invisible pour la direction, qui expose l'entreprise sans qu'elle en ait toujours conscience.Retenez surtout ceci : la conformité intégrée dès la conception coûte moins cher que la conformité corrigée après coup. Et la meilleure IA n'est pas la plus puissante, c'est celle qui répond à un vrai besoin métier, dans un cadre maîtrisé.

Send us Fan MailWelcome to the Serious Privacy podcast, where Ralph O'Brien and Dr. K Royal, ( Paul Breitbarth was out) meet with the phenomenal Samantha Simms. We had the best time going deep on some really substantive issues, even starting with Samantha's answer on the unexpected question. Join us as we discuss key issues and the digital colonization. If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

Send us Fan MailWelcome to the Serious Privacy podcast, where Ralph O'Brien , Dr. K Royal, and Paul Breitbarth explores the implications of proposed social media age restrictions in the UK to under 16s, through the insights of university student (and our editor!) Fey O'Brien, emphasising the importance of digital literacy and open communications.As the debate surrounding social media age restrictions continues, it is vital to consider the implications for minors and their rights. Engaging with younger voices like Fey's adds depth to the discussion, illustrating the importance of balancing safety and freedom in the digital landscape. Instead of imposing blanket bans, fostering digital literacy and open communication can pave the way for a more informed generation of social media users. If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

Send us Fan MailWelcome to the Serious Privacy podcast, where Ralph O'Brien , Dr. K Royal, and Paul Breitbarth each provide a summary of the respective conferences they attended. The IAPP AI conference in Dublin, Games Expo, and Governance of Emerging Tech. Enjoy! If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

What happens when a consulting firm decides to start leading M&A transactions and, separately, writing checks into the very deals it consults on? Clint Simkins of DPO&Co joins host Greg Hawver to answer that question, tracing the firm's evolution from a strategy consulting shop into a fully integrated platform spanning consulting, QoE and transaction advisory services, principal investing, and a $100 million fund raise. Clint explains how scrutinizing value creation plans — including spotting internal contradictions that other LPs never get to — is the first place DPO looks when evaluating a deal. He also details how DPO's commercial HVAC roll-up has completed 20 transactions in just 22 months. Tune in for a rare look inside a firm that has built a compounding edge across every stage of the independent sponsor ecosystem. Connect and Learn More☑️ Clint Simkins | LinkedIn☑️ DPO&CO | LinkedIn☑️ McGuireWoods | LinkedIn | Facebook | Instagram | X☑️ Subscribe Apple Podcasts | Spotify | Amazon MusicThis podcast was recorded and is being made available by McGuireWoods for informational purposes only. By accessing this podcast, you acknowledge that McGuireWoods makes no warranty, guarantee, or representation as to the accuracy or sufficiency of the information featured in the podcast. The views, information, or opinions expressed during this podcast series are solely those of the individuals involved and do not necessarily reflect those of McGuireWoods. This podcast should not be used as a substitute for competent legal advice from a licensed professional attorney in your state and should not be construed as an offer to make or consider any investment or course of action.

DRH, ressources humaines, expérience collaborateur, management, marque employeur, QVCT, moments de vie, personnalisation RH, dialogue social, inclusion : cet épisode de Nouveaux Prismes touche à tout ce qui fait la réalité du terrain RH aujourd'hui.Yalcin Avcioglu est DRH de la Caisse d'épargne Hauts-de-France. Depuis trois ans, il a restructuré en profondeur la politique RH de son organisation autour d'un concept : les moments de vie des collaborateurs.51 moments identifiés. Mariage, divorce, naissance, deuil, maladie, handicap, aidance, première prise de poste de manager, rentrée scolaire. Des moments privés ou professionnels qui ont tous un impact sur la vie au travail et que la RH peut accompagner si elle se donne les outils pour le faire.Dans cet épisode, Yalcin explique comment il a construit cette transformation de façon progressive, sans grande messe RH, en s'appuyant sur trois leviers : la data et l'automatisation, les RRH comme pierre angulaire de l'accompagnement, et les managers comme maillons de proximité.On parle d'un CRM dédié aux ressources humaines qui permet à chaque RRH d'intervenir au bon moment. D'un outil de lecture personnalisée des accords d'entreprise pour chaque collaborateur. Et de messages individualisés, avec le prénom des enfants, envoyés à chaque parent avant la rentrée scolaire.Ce que l'on apprend dans cet épisode :— Pourquoi la personnalisation RH ne fonctionne que si les fondamentaux de la politique sociale sont solides— Comment identifier et structurer des moments de vie sans tomber dans l'intrusion ni l'ingérable— Le rôle du DPO dans les limites de ce qu'on peut tracker — et comment faire autrement— Comment embarquer les managers sans leur "vendre" une stratégie— Ce que ça donne sur le NPS collaborateur : de -34 à +43 en quelques années, sur 3 000 collaborateurs avec 80 % de participationÀ écouter si vous êtes DRH, HRBP, manager RH, ou simplement convaincu que l'expérience collaborateur mérite mieux qu'un intranet et un accord de participation.Disponible sur Ausha, Spotify et Apple Podcasts.Ressources humaines, DRH, expérience collaborateur, moments de vie, management, QVCT, marque employeur, dialogue social, inclusion, personnalisation RH, NPS collaborateur, CRM RHHébergé par Ausha. Visitez ausha.co/politique-de-confidentialite pour plus d'informations.

Send us Fan MailWelcome to the Serious Privacy podcast, where Ralph O'Brien , Dr. K Royal, and Paul Breitbarth discuss surveillance in all of its lovely permutations along with some current news. If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

DRH, ressources humaines, expérience collaborateur, management, marque employeur, QVCT, moments de vie, personnalisation RH, dialogue social, inclusion : cet épisode de Nouveaux Prismes touche à tout ce qui fait la réalité du terrain RH aujourd'hui.Yalcin Avcioglu est DRH de la Caisse d'épargne Hauts-de-France. Depuis trois ans, il a restructuré en profondeur la politique RH de son organisation autour d'un concept : les moments de vie des collaborateurs.51 moments identifiés. Mariage, divorce, naissance, deuil, maladie, handicap, aidance, première prise de poste de manager, rentrée scolaire. Des moments privés ou professionnels qui ont tous un impact sur la vie au travail et que la RH peut accompagner si elle se donne les outils pour le faire.Dans cet épisode, Yalcin explique comment il a construit cette transformation de façon progressive, sans grande messe RH, en s'appuyant sur trois leviers : la data et l'automatisation, les RRH comme pierre angulaire de l'accompagnement, et les managers comme maillons de proximité.On parle d'un CRM dédié aux ressources humaines qui permet à chaque RRH d'intervenir au bon moment. D'un outil de lecture personnalisée des accords d'entreprise pour chaque collaborateur. Et de messages individualisés, avec le prénom des enfants, envoyés à chaque parent avant la rentrée scolaire.Ce que l'on apprend dans cet épisode :— Pourquoi la personnalisation RH ne fonctionne que si les fondamentaux de la politique sociale sont solides— Comment identifier et structurer des moments de vie sans tomber dans l'intrusion ni l'ingérable— Le rôle du DPO dans les limites de ce qu'on peut tracker — et comment faire autrement— Comment embarquer les managers sans leur "vendre" une stratégie— Ce que ça donne sur le NPS collaborateur : de -34 à +43 en quelques années, sur 3 000 collaborateurs avec 80 % de participationÀ écouter si vous êtes DRH, HRBP, manager RH, ou simplement convaincu que l'expérience collaborateur mérite mieux qu'un intranet et un accord de participation.Disponible sur Ausha, Spotify et Apple Podcasts.Ressources humaines, DRH, expérience collaborateur, moments de vie, management, QVCT, marque employeur, dialogue social, inclusion, personnalisation RH, NPS collaborateur, CRM RHHébergé par Ausha. Visitez ausha.co/politique-de-confidentialite pour plus d'informations.

Send us Fan MailWelcome to the Serious Privacy podcast, where Ralph O'Brien and Dr. K Royal, while Paul Breitbarth is out, meet with Ryan Boos of TrustArc. What's on the mic? Simplification of privacy programs. Ryan comes to this with the experience to back up his knowledge - he has fought in the data trenches and flown through the danger zone! Okay... he has major chops. If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

Send us Fan MailWelcome to the Serious Privacy podcast, where Ralph O'Brien and Dr. K Royal, while Paul Breitbarth is out, discuss some reent events, namely graduation speakers, boos, and AI. If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

Em 2025, o setor automotivo registrou 494 incidentes cibernéticos publicamente reportados, com ataques mais que dobrando em relação ao ano anterior. No episódio #112 do RedCast, falamos sobre a transformação digital da indústria automotiva, o que isso criou em termos de ameaças e onde a cibersegurança do setor está avançando. Nosso diretor de Service Delivery, Milton Freitas Jr., e nosso diretor de Identidade e Acesso, Ronaldo Corá, conversam sobre esses pontos com Julio Padilha, CISO na Volkswagen & Audi South America, e Thiago Moreira de Andrade, gerente global de cibersegurança e DPO na Iochpe-Maxion.

Au micro d'Audrey Déléris, Mélanie Rouillon est l'invitée de Voix d'Entrepreneurs du Droit by Fed Legal.Après des études de droit à Bordeaux puis à l'Université Paris I Panthéon-Sorbonne, Mélanie Rouillon débute sa carrière comme avocate en droit social au sein des cabinets PDGB et BG2V avant de rejoindre Fed Group en 2023 en tant que Responsable Juridique et DPO.Dans cet épisode, elle revient sur son passage du cabinet à l'entreprise, sur la diversité de ses missions entre droit social, droit des affaires, contentieux et protection des données, ainsi que sur la place du juriste dans une entreprise en forte croissance.Une conversation sur l'évolution des carrières juridiques, l'importance de la polyvalence et la manière dont un juriste peut devenir un véritable partenaire du business. Mélanie aime faire et apprendre plein de choses.Elle ne voulait pas faire de choix, pour ne pas se sentir limitée.Son poste de Responsable juridique lui permet de garder cette liberté d'intervention.Nous avons parlé de Marie Content, Nicolas Le Rossignol, de l'adrénaline de la plaidoirie, de l'Australie, de l'importance de connaitre l'entreprise quand on est avocat et de l'importance de dire oui et de trouver des solutions ! Bonne écoute !..... Voici les références de ce podcast :  Le profil de Mélanie ROUILLONLe site de FED GroupEcoutez l'intégralité des épisodes de Voix d'entrepreneurs du droit by Fed Legal  .....FED Group donne aussi de la voix :- Aux soignants, dans notre podcast "Voix des soignants"- Aux recruteurs, dans notre podcast "Voix de recruteurs".....Qui sommes-nous ?Fed Legal, est un cabinet de recrutement et de chasse de têtes, dans le secteur juridique et fiscal. Notre équipe d'experts accompagnent les professionnels du droit en leur proposant des opportunités de carrière. Nos domaines de compétences : cabinets d'avocats, directions juridiques, notariat, directions fiscales, conseils en propriété industrielle / ingénieurs brevets.Hébergé par Ausha. Visitez ausha.co/politique-de-confidentialite pour plus d'informations.

Send us Fan MailIn this week's episode of a week in privacy, hosts Paul Breitbarth and Ralph O'Brien discuss some key movements in privacy, data protection, cyber law, and AI around the world. Dr. K Royal was off speaking at a Governance or Emerging Tech and Science conference in Arizona. Join Paul and Ralph to cover both the highs and lows and share concerns about trends we are seeing. If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

Send us Fan MailIf ever there was a time to take AI governance seriously, it is now. Luckily, our guest today has written a great book about it. This week on the Serious Privacy podcast, Paul Breitbarth, Ralph O'Brien and Dr. K Royal speak with Shoshana Rosenberg. She is Managing Director of Logical AI Governance, General Counsel at SafePorter and of course one of the founders of the Women in AI Governance network. Shoshana's book, Practical AI Governance - Building a Program for Oversight and Strategy, is published by KoganPage and available now via your local bookstore or your preferred online store.  If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

Send us Fan MailWelcome to the Serious Privacy podcast, where Paul Breitbarth and and Dr. K Royal, while Ralph O'Brien is out, discuss some fascinating news. Catch what's happening. First up - a decision from Spain on when data processing starts. We are so confused.#unexpectedquestion what fruit would be disappointed by the name we gave it? If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

Send us Fan MailWelcome to the Serious Privacy podcast, where Paul Breitbarth, Dr. K Royal, and Ralph O'Brien connect with Daragh O'Brien of Castlebridge to talk about data governance, the weaponisation of DSARs (data subject access requests), and all the complexities thereof. If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

Send us Fan MailWelcome to the Serious Privacy podcast, where Paul Breitbarth, Dr. K Royal, and Ralph O'Brien celebrated the 10th anniversary of the #GDPR! Yea!! Okay, there is some debate on the birthday date, whether it is 2016 or 2018... where one is when it was signed into law and the other when enforcement went live. We challenge poeple to vote! We discussed the highs, the lows, the dirty, the clean, the boots on the ground stories - oh what sweet memories. Powered by TrustArcDisclaimer: This post contains affiliate links. If you make a purchase, I may receive a commission at no extra cost to you.If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

Send us Fan MailWelcome to the Serious Privacy podcast, where Paul Breitbarth, Dr. K Royal, and Ralph O'Brien meet with Dr. Alexandra Delaney-Bhattacharya, Information Commissioner for the Isle of Man to discuss her experiences, professional growth, priorities, and outlook. It's a rousing good discussion and one listeners everywhere should love. If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

In this episode of the FIT4Privacy Podcast, privacy expert Punit Bhatia speaks with Barry Moult, a longtime data protection professional and mentor to emerging talent.   KEY MOMENTS 00:00 – AI & Misinformation: Risks of AI content. 01:42 – Retirement & Mentoring: Barry's ongoing guidance. 06:30 – Human Oversight: Why privacy still needs humans. 10:04 – Mentoring Careers: Advice for newcomers. 13:21 – Making Privacy Fun: Creative training & gamification. 18:33 – Career Tips: Networking and practical skills. 23:26 – Collaboration: Working with cyber & legal experts. 28:57 – Future of Privacy: AI, careers, and opportunities.  Their conversation explores how AI is changing the privacy landscape, why human judgment still matters, and what new professionals should know when building a career in data protection.  Barry shares practical insights from his decades of experience, emphasizing the importance of mentorship, apprenticeships, and hands-on learning for new privacy professionals.   This episode is a guide for anyone entering privacy, offering actionable advice, career strategies, and a glimpse into how the profession is evolving in the age of AI.  ⸻  ABOUT THE GUEST  Barry Moult is an information governance and data protection consultant who helps people as DPO, trainer, and consultant. Punit was recently won the ICO Excellence in Data Protection Award 2020. Barry founded and chaired the Eastern Region IG Forum since 2003 and is chair of GP-PCN (DPO) National Network 2020    ABOUT THE HOST    Punit Bhatia is one of the leading privacy experts who works independently and has worked with professionals in over 30 countries. Punit works with business and privacy leaders to create an organization culture with high privacy awareness and compliance as a business priority. Selectively, Punit is open to mentor and coach privacy professionals.   ⸻  Resources & Links  Guest Links Barry Moult https://www.linkedin.com/in/barry-moult-5b028319/?originalSubdomain=uk  GrowSkills (Privacy Courses & Insights) • Courses: https://growskills.store/courses/ • Insights: https://growskills.store/insights/ • Website: https://growskills.store/  FIT4Privacy • Website: https://www.fit4privacy.com • Podcast: https://www.fit4privacy.com/podcast • Blog: https://www.fit4privacy.com/blog • YouTube: http://youtube.com/fit4privacy  Punit Bhatia • Website: https://www.punitbhatia.com  Books  • Be Ready for GDPR • AI & Privacy – How to Find Balance • Intro to GDPR • Be an Effective DPO 

Send us Fan MailIn this slightly chaotic (and mildly censored) April Fools' episode, hosts Paul Breitbarth, Ralph O'Brien, and Dr. K Royal welcome Simon Pillinger of Pillinger Privacy, also known as the first president of the People's Republic of North Oxfordshire, to discuss how humour, healthcare, and hard-won experience shape a career in data protection—and why the profession sometimes takes itself far too seriously. Along the way, they unpack the risks of “compliance theatre”, the human reality behind privacy decisions, and how a well-timed joke can be more effective than a 6,000-word DPIA. If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

In this episode of the FIT4Privacy Podcast, privacy expert Punit Bhatia speaks with Barry Moult, a longtime data protection professional and mentor to emerging talent.   KEY MOMENTS 00:00 – AI & Misinformation: Risks of AI content. 01:42 – Retirement & Mentoring: Barry's ongoing guidance. 06:30 – Human Oversight: Why privacy still needs humans. 10:04 – Mentoring Careers: Advice for newcomers. 13:21 – Making Privacy Fun: Creative training & gamification. 18:33 – Career Tips: Networking and practical skills. 23:26 – Collaboration: Working with cyber & legal experts. 28:57 – Future of Privacy: AI, careers, and opportunities.  Their conversation explores how AI is changing the privacy landscape, why human judgment still matters, and what new professionals should know when building a career in data protection.  Barry shares practical insights from his decades of experience, emphasizing the importance of mentorship, apprenticeships, and hands-on learning for new privacy professionals.   This episode is a guide for anyone entering privacy, offering actionable advice, career strategies, and a glimpse into how the profession is evolving in the age of AI.  ⸻  ABOUT THE GUEST  Barry Moult is an information governance and data protection consultant who helps people as DPO, trainer, and consultant. Punit was recently won the ICO Excellence in Data Protection Award 2020. Barry founded and chaired the Eastern Region IG Forum since 2003 and is chair of GP-PCN (DPO) National Network 2020    ABOUT THE HOST    Punit Bhatia is one of the leading privacy experts who works independently and has worked with professionals in over 30 countries. Punit works with business and privacy leaders to create an organization culture with high privacy awareness and compliance as a business priority. Selectively, Punit is open to mentor and coach privacy professionals.   ⸻  Resources & Links  Guest Links Barry Moult https://www.linkedin.com/in/barry-moult-5b028319/?originalSubdomain=uk  GrowSkills (Privacy Courses & Insights) • Courses: https://growskills.store/courses/ • Insights: https://growskills.store/insights/ • Website: https://growskills.store/  FIT4Privacy • Website: https://www.fit4privacy.com • Podcast: https://www.fit4privacy.com/podcast • Blog: https://www.fit4privacy.com/blog • YouTube: http://youtube.com/fit4privacy  Punit Bhatia • Website: https://www.punitbhatia.com  Books  • Be Ready for GDPR • AI & Privacy – How to Find Balance • Intro to GDPR • Be an Effective DPO 

Send us Fan MailWe are back again, and why so Serious?We are well into to season 7 of the Serious Privacy podcast, with dr. K Royal, Ralph O'Brien and Paul Breitbarth.  Ahead of IAPP Washington DC, we discuss the new Oklahoma SB546, the Global CBPR forum meeting in Lima Peru, regulatory capture, Trademarking your image, Delve compliance controversy and the HUGE news of court cases regarding Social Media addiction which may open the floodgates to more cases... and much much more!CBPR updates: Social Media addiction case: Image Trademarking: Delve controversy: Also this season, we will keep you up to date of developments in the data protection and privacy community, artificial intelligence and some cybersecurity. And of course we'll bring you interviews with great guests! If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

On today's episode, Dr. Mark Costas welcomes back fan-favorite Dr. Paul "Nacho" Goodman for an unfiltered conversation on entrepreneurship, associate hiring, live events, and the evolving dental landscape. They dive into the realities of running multiple businesses, transitioning from clinical dentistry to CEO life, and why so many dentists wait too long to hire an associate—often creating unnecessary chaos in their practices.  Paul shares insights from Dentist Job Connect, discusses the ongoing hygienist shortage, and offers a balanced perspective on DSO and DPO "drama." The episode also highlights the power of live events, mentorship, and surrounding yourself with the right people to accelerate growth. As always, it's real talk, practical wisdom, and plenty of laughs between two seasoned dental entrepreneurs. Be sure to check out the full episode from the Dentalpreneur Podcast! EPISODE RESOURCES https://www.dentalnachos.com https://www.truedentalsuccess.com Dental Success Network Subscribe to The Dentalpreneur Podcast

Send us Fan MailWelcome to the newest episode of the Serious Privacy podcast, where hosts Ralph O'Brien, and Dr. K Royal address the hot topics of the month, as we have been so full of guests that the time has flown by!Latest regulatory penalties, new legislation and news from around the globe, as K and Ralph attempt the impossible - to convey all that has occurred to you - our dear "Serious Privettes"!Paul Breitbarth, our dearly beloved friend is out this week, so send him much joy! If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

Send a textWelcome to the newest episode of the Serious Privacy podcast, where hosts Paul Breitbarth, Ralph O'Brien, and Dr. K Royal address the hot topic of data  in Elections and Democratic engagement with James Robson, former DPO of the UK's Labour Party. If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

A Inteligência Artificial está redefinindo a forma como as empresas trabalham com temas como privacidade, governança e responsabilidade no uso de dados e ainda influindo fortemente na competitividade. Um novo estudo da Cisco revela que, no Brasil, 95% das organizações ampliaram seus programas de privacidade e 91% planejam investir ainda mais para acompanhar a complexidade da IA. Porém, o desafio vai além do compliance, já que 73% das empresas brasileiras enfrentam dificuldades para acessar dados relevantes e de alta qualidade. E apenas 20% delas consideram essas estruturas maduras o suficiente para lidar com a rápida evolução dos modelos de IA, inclusive os agênticos. Para falar deste cenário e desafios, o apresentador Daniel Gonzales recebe, no Start Eldorado desta semana, Marcia Muniz, diretora jurídica da Cisco América Latina e Canadá e DPO da Cisco no Brasil. O Start vai ao ar todas as quartas-feiras, às 21h, na Rádio Eldorado FM (107,3 para a Grande SP), no app e site e também pode ser ouvido nas principais plataformas de áudio em formato de podcast.See omnystudio.com/listener for privacy information.

AI is transforming the world—but is it transforming privacy for better or for risk? We trust our GP with our deepest secrets, but can we extend that same trust to AI-powered systems and cloud-based suppliers? And if AI can re-identify people even in anonymized research data, is “anonymous” still real anymore? In this episode, Punit Bhatia and Tania Palmariellodiviney reveals how AI tools reshape confidentiality, integrity, availability, cloud sprawl, supplier risk, clinical transcription accuracy, re-identification, and even personal fears like voice-based deepfakes. The voice of experience rings clear: digital trust isn't a checkbox…it's engineered early with transparency, responsible data use, privacy by design, and safety by design. 

Send a textWelcome to the newest episode of the Serious Privacy podcast, where hosts Paul Breitbarth, Ralph O'Brien, and Dr. K Royal address the hot topic of agentic AI and the risks to #privacy, #dataprotection, #security, and #humanrights. We cover the basics as well as human attributes (or not) along with how to take the risks into consideration as a professional.  If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

AI is transforming the world—but is it transforming privacy for better or for risk? We trust our GP with our deepest secrets, but can we extend that same trust to AI-powered systems and cloud-based suppliers? And if AI can re-identify people even in anonymized research data, is “anonymous” still real anymore? In this episode, Punit Bhatia and Tania Palmariellodiviney reveals how AI tools reshape confidentiality, integrity, availability, cloud sprawl, supplier risk, clinical transcription accuracy, re-identification, and even personal fears like voice-based deepfakes. The voice of experience rings clear: digital trust isn't a checkbox…it's engineered early with transparency, responsible data use, privacy by design, and safety by design. 

Send a textWelcome to the newest episode of the Serious Privacy podcast, where hosts Paul Breitbarth and Dr. K Royal discuss the privacy and data protection news of the past couple of weeks. This week, Paul rants about digital sovereignty, K discusses new American legislation, especially to protection children's data, and together they also talk about the latest WhatsApp decision from the Court of Justice of the European Union. If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

Are you relying on the sale of your practice to fund your retirement? Before you accept an attractive offer from a DSO, it's critical to understand what those numbers really mean — and what alternatives exist.In this episode, Kirk Behrendt interviews Dr. Bob Margeas, founder of Iowa Dental Group in Des Moines, Iowa, about how he evaluated multiple DSO offers, broke down EBITDA and earn-outs, and ultimately chose a different transition strategy. They discuss adjusted EBITDA, recap risk, associate buy-ins, creative ownership structures, and why equity matters more than a headline purchase price. If you're considering selling your practice — or simply want to understand your options — listen to Episode 1010 of The Best Practices Show!Main TakeawaysEBITDA is calculated differently than a dentist's net income and often includes add-backs that significantly change a practice's valuation.Most DSOs evaluate practices on an accrual basis rather than cash basis accounting, which affects perceived profitability.Earn-outs and recapitalization payouts are tied to performance and market conditions and are not guaranteed.Selling to a DSO typically requires the dentist to stay for several years, effectively replacing future EBITDA with the sale proceeds.Structuring an associate buy-in based on trailing three-year profits can allow debt to be serviced without increasing production.Ownership equity creates long-term wealth potential that an associate-only model does not provide.Dentists who are financially independent have more flexibility and leverage when evaluating transition options.Snippets00:00 Intro03:00 The difference between a DSO and a DPO.05:00 Understanding EBITDA and common add-backs.08:00 Why DSOs prefer accrual accounting over cash basis.10:00 How earn-outs and clawbacks work.13:30 Hiring an associate based on personality and communication skills.15:00 Structuring a 20% buy-in using trailing three-year profits.17:00 Reducing clinical days while maintaining profitability.21:00 Merging practices into a holding company model.24:00 Why saving early creates flexibility at transition.30:00 “I'm just a referee” — communicating treatment without pressure.34:00 Why equity ownership is essential for long-term wealth.Guest Bio/Guest ResourcesDr. Bob Margeas is the founder of Iowa Dental Group in Des Moines, Iowa. He is a nationally recognized...

Send a textWelcome to the newest episode of the Serious Privacy podcast, where hosts Paul Breitbarth, Ralph O'Brien, and Dr. K Royal connect with Josh Schwartz of Phaselaw to discuss the increasing use of data subject access rights (DSARs) as a weapon. The resources required to handle such requests can be quite extensive. How do companies keep up? Maybe Josh has some insight. If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

Send us a textWelcome to the Serious Privacy podcast, where Paul Breitbarth, Dr. K Royal, and Ralph O'Brien meet with Tom Kemp of the California Privacy Protection Agency. We talk about the new DROP system, priorities, history, and coordination with other agencies and lawmakers. Tom was previously on Serious Privacy, before his CPPA days. If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

Send us a textWe are back! Welcome to season 7 of the Serious Privacy podcast, with dr. K Royal, Ralph O'Brien and Paul Breitbarth. Also this season, we will keep you up to date of developments in the data protection and privacy community, artificial intelligence and some cybersecurity. And of course we'll bring you interviews with great guests! If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

In this episode of Business Brain, Shannon Jean and Dave Hamilton are joined by Juliana Berger, Head of Payments at QuickBooks, to unpack where founders most often misunderstand how cashflow systems actually connect. They explore the “mycelium” of a business—the meaningful connectivity layer where every dollar in and every dollar out matters—and why fragmented tools quietly create anxiety, inefficiency, and blind spots that erode confidence. The conversation dives into what truly defines business health: durable, predictable cashflow. From cashflow run rate and cash efficiency to DSO, DPO, and operational resiliency, the hosts break down how accuracy, automation, and smart guardrails create leverage instead of chaos. With insights on using AI the right way—through permissions, visibility, and trust-building controls—this episode shows how clarity fuels better decisions and a more intentional, Charmed Life. 00:00:00 Business Brain – The Entrepreneurs' Podcast #720 for Wednesday Casual FridAI, January 21st, 2026 January 21st: Thank Your Mentor Day Guest Co-host: Juliana Berger, Director of Product Management, Head of Payments at Intuit QuickBooks  SPONSOR: Intuit QuickBooks Payroll – Leave the chaos behind and start the new year off right with QuickBooks Payroll. Learn more by visiting QuickBooks.com/payroll Where do founder misunderstand how all the cashflow systems interconnect What's the mycelium of your business – what's the connectivity layer? Where do things connect in a MEANINGFUL way? Every dollar in and every dollar out matters… and QuickBooks gets to see that Helping the anxious candlemaker who was using 16 different apps/tools to manage her business What determines the health of a business? Durable and predictable cashflow are the keys to this! Cashflow run rate: how much in and out? Is it consistent? Know your business. Know your cash efficiency. DSO vs. DPO DSO: Days sales outstanding DPO: Days payable outstanding Know Your Resiliency – What's the riskiest part of your business and how are you managing that? Using AI and automation the RIGHT way Accuracy is power When things are accurate, that's great. When they're inaccurate, you just created WAY more work for yourself Important guardrails to look for when evaluating a tool Permissions and approvals Visibility and defensibility of information Controls… UNDO is important for trust Intuit also has trusted live experts in addition to all the other tools Business Brain 720 Outtro Tell Your Friends! Review Business Brain Subscribe to the show feedback@businessbrain.show Call/Text: (567) 274-6977 X/Twitter: @ShannonJean & @DaveHamilton, & @BizBrainShow LinkedIn: Shannon Jean, Dave Hamilton, & Business Brain Facebook: Dave Hamilton, Shannon Jean, & Business Brain The post Juliana Berger, QuickBooks Head of Payments – Business Brain 720 appeared first on Business Brain - The Entrepreneurs' Podcast.

Rising costs don't have to automatically mean less profit. If your supply spend is sitting around 7–8%, this episode will show you how your practice can get group-level pricing and support without selling or partnering with a DSO.Jeff Cellucci of MB2 Dental introduces Carabelli Club as an option for people who want all the benefits of a group without the commitment. That means group-level pricing, vetted vendors, and a simpler way to order everything your practice needs!Topics discussed:How dentistry and the DSO space has changedWhy MB2 Dental's partnership model differs from traditional groupsThe benefits of joining a DPO like MB2 DentalWhat Carabelli Club offers practice ownersHow you can reach 5% supply spend or less“Same-store” growth and why it mattersSign up for Carabelli Club today with code HEROES26 to get 4 FREE MONTHS with your membership! https://www.carabelliclub.com/This episode was produced by Podcast Boutique https://www.podcastboutique.com SET UP A CONSULTATION WITH GARY @ LEGALLY MINE CLICK HERE  Get Free DPH Trainings,  Download the App and Join our Community!  CLICK HERETake Control of Your Practice and Your Life We help dentists take more time off while making more money through systematization, team empowerment, and creating leadership teams. Ready to build a practice that works for you? Visit www.DentalPracticeHeroes.com to learn more.

Find YouTube link to watch here:  https://youtu.be/uh99t38qgxw   Shownotes Welcome to the first Programmatic Digest episode of 2026 with Ellen Parker and Manuela Cortez. This is a quick check-in, plus a trader-friendly breakdown of the biggest 2025 shifts and what to watch in 2026. We cover five trends from 2025 (AI everywhere, privacy and cookieless reality, CTV growth, RMNs going more programmatic, and supply quality/transparency). Then we close with three 2026 predictions: curation becoming "default infrastructure," AI as a co-pilot (not autopilot), and multi-identity strategies becoming standard. This episode also includes the 2026 community focus: subscribe to YouTube + the newsletter, confirm your subscription, and reach out if you want to contribute (writing, audio, or guest spots).   Here's What You'll Learn What "AI everywhere" means for traders: less manual tuning, more strategy and interpretation Why privacy-first is still a day-to-day skill, even if cookies hang around longer than expected Why CTV is no longer "experimental" and how measurement expectations are changing Why more RMNs going programmatic changes how you think about signals and audiences What "supply quality + transparency" should actually include (fees, paths, reporting depth) 2026 prediction: curation becomes the baseline (SSP curation vs curation houses vs curation desks) 2026 prediction: AI moves from rules-based automation to agent-style workflows (co-pilot mindset) Why you still need foundations first (know how to do it manually before you let AI help) Subscribe to the Programmatic Digest Podcast on your favorite platform (including Spotify) https://www.heleneparker.com/programmatic-digest-podcast/  Subscribe to the Programmatic Digest YouTube channel: https://www.youtube.com/@programmaticdigest  Join the newsletter and confirm your subscription: https://www.heleneparker.com/newsletter/ Access the Programmatic Training here: https://www.heleneparker.com/library/ No String Attached - MediaMath DSP (including Agent AI Connector): helene.parker@infillion.com Timestamps • 00:00 – Intro: Welcome to the first Programmatic Digest of 2026. • 01:15 – Channel Updates: YouTube growth and the importance of the weekly newsletter. • 03:30 – Hands-on Support: Tips, hacks, and activation-focused support in the newsletter. • 05:45 – Calling for Contributors: Opportunities to host, write, and build industry authority. • 08:20 – The Programmatic Training Library: Combining six years of workshops and courses. • 11:00 – Micro-Workshops: Real-world DSP setup support and "programmatic ninja" coaching. • 13:15 – 2025 Trend #1: AI Everywhere—Automated bidding, optimization, and predictive modeling. • 16:00 – AI for Productivity: Using tools like ChatGPT to simplify industry jargon and workflows. • 19:45 – 2025 Trend #2: Privacy-First & Cookieless—The multiple identity approach. • 22:10 – 2025 Trend #3: CTV and Audio—Moving from experimental to action-driven channels. • 25:30 – 2025 Trend #4: Retail Media Networks (RMN)—New players like Loves Media and Go Puff. • 28:45 – The Value of Diversification: How audience insights drive revenue for traders. • 31:15 – 2025 Trend #5: Supply Quality & Transparency—Demanding log-level data and fee clarity. • 34:00 – 2026 Prediction #1: Curation as Default—SSP curation, Curation Houses, and Desks. • 38:15 – 2026 Prediction #2: AI as Co-Pilot—Moving from "automated" to "agentic" intelligence. • 41:30 – Media Math Agent Connector: Managing campaigns via AI prompts without UI clicks. • 45:00 – The "Rice Cooker" Analogy: Why you must understand manual foundations before using AI. • 48:15 – Advanced Reporting: Tying campaign data to real-world consumer behavior and brand impact. • 51:45 – 2026 Prediction #3: Dual Identity Strategies—Using the Media Math X Graph. • 54:30 – Under the Hood: Investigating "proprietary" tech and demanding the "Carfax" for AdTech. • 57:00 – Final Takeaways: "Grace over Guilt" and putting your 2026 plans into action. • 1:00:15 – Closing Encouragement: Mental and spiritual health for the year ahead   Meet The Team: Hélène Parker - Chief Programmatic Coach https://www.heleneparker.com/  https://www.linkedin.com/in/helene-parker   Manuela Cortes - Co-Host  Programmatic Digest In Espanol:  https://www.linkedin.com/in/manuela-cortes-   Learn Programmatic As a TEAM: https://www.heleneparker.com/workshop/ As a Programmatic Ninja: https://www.heleneparker.com/course/ Programmatic Coaching Newsletter:https://www.heleneparker.com/newsletter/   Programmatic Digest https://www.linkedin.com/company/programmatic-digest-podcast https://www.youtube.com/channel/UCBGMMRsZkw0IIUbQIJmMBxw Looking for programmatic training/coaching?  Sign up to our Accelerator Program: A 6-week structured program with live coaching, hands-on within DSP(s) exercises, and real-time feedback—perfect for those who thrive on accountability and community, and looking to grow their technical skillset https://reachandfrequencycourse.thinkific.com/courses/program   Self-Paced Course: Full access to course content anytime, allowing independent learners to study at their own speed with complete flexibility. https://reachandfrequencycourse.thinkific.com/bundles/the-reach-frequency-full-course   Sign up to this FREE workshop: https://programmaticdigest14822.ac-page.com/sell-side-workshop    YouTube Keywords programmatic advertising, The Trade Desk, TTD update, OpenPath, SSP, reseller definition, IAB, transaction ID, TxnID, header bidding, prebid, SPO, DPO, supply path optimization, demand path optimization, PMP, curation, publisher ad stack, viewability, ad density, ad quality, InfoLinks, Magnite, AppNexus, Gamera, Programmatic Digest Podcast, Hélène Parker

The pour up: Bad Bunny headlining the Super Bowl and the girls are fighting. Cardi vs. Nicki https://www.instagram.com/p/DPNpdihjfr8/?img_index=8&igsh=MTB1ZjR2OGs2eThlMQ== https://www.instagram.com/p/DPQJdgwDLkj/?igsh=MXI1djdodTk2M2VuZA== https://www.instagram.com/p/DPRtfLfkZhG/?igsh=NmhteW94cHQzcTUy https://www.instagram.com/p/DPVahbKDX4n/?img_index=12&igsh=Y3BwY3Y4NzB2dmNs   Cardi vs. J.T. https://www.instagram.com/p/DPNr7O9jXtl/?igsh=MTV0a2l5M253bGVqaA==   J.T. vs. Henessey  https://www.instagram.com/p/DPO_g_yEdVZ/?igsh=eWw5emt3YnJtaDJv   J.T. vs. Santana https://www.instagram.com/p/DPRwKEiERBp/?igsh=MTFpNTV6dnR1cnQ1Yg== https://www.instagram.com/reel/DPR85MKAXht/?igsh=NXZjeXRlZWJnaW9u   Nicki vs. The breakfast club https://www.instagram.com/p/DPRq1NPkduk/?igsh=ZnNkMzVnNng1M2xz https://www.instagram.com/reel/DPUByYVEfIq/?igsh=ZjV2MGZuaWszem5l   Red cup rule: Stop with the percs   The Soundtrack: Monaleo- Sexy Soulaan Mariah Carey- In Your Feelings    Say HI to kidz on Social: Rima IG| rimababyy_ Court IG| keepinitcourtt Pod IG| rccpod Rate, and Review on Apple Podcast  Website: https://www.redcuppod.com Email: Redcuppod@gmail.com

From pre-training data curation to shipping GPT-4o, o1, o3, and now GPT-5 thinking and the shopping model, Josh McGrath has lived through the full arc of OpenAI's post-training evolution—from the PPO vs DPO debates of 2023 to today's RLVR era, where the real innovation isn't optimization methods but data quality, signal trust, and token efficiency. We sat down with Josh at NeurIPS 2025 to dig into the state of post-training heading into 2026: why RLHF and RLVR are both just policy gradient methods (the difference is the input data, not the math), how GRPO from DeepSeek Math was underappreciated as a shift toward more trustworthy reward signals (math answers you can verify vs. human preference you can't), why token efficiency matters more than wall-clock time (GPT-5 to 5.1 bumped evals and slashed tokens), how Codex has changed his workflow so much he feels “trapped” by 40-minute design sessions followed by 15-minute agent sprints, the infrastructure chaos of scaling RL (”way more moving parts than pre-training”), why long context will keep climbing but agents + graph walks might matter more than 10M-token windows, the shopping model as a test bed for interruptability and chain-of-thought transparency, why personality toggles (Anton vs Clippy) are a real differentiator users care about, and his thesis that the education system isn't producing enough people who can do both distributed systems and ML research—the exact skill set required to push the frontier when the bottleneck moves every few weeks.We discuss:* Josh's path: pre-training data curation → post-training researcher at OpenAI, shipping GPT-4o, o1, o3, GPT-5 thinking, and the shopping model* Why he switched from pre-training to post-training: “Do I want to make 3% compute efficiency wins, or change behavior by 40%?”* The RL infrastructure challenge: way more moving parts than pre-training (tasks, grading setups, external partners), and why babysitting runs at 12:30am means jumping into unfamiliar code constantly* How Codex has changed his workflow: 40-minute design sessions compressed into 15-minute agent sprints, and the strange “trapped” feeling of waiting for the agent to finish* The RLHF vs RLVR debate: both are policy gradient methods, the real difference is data quality and signal trust (human preference vs. verifiable correctness)* Why GRPO (from DeepSeek Math) was underappreciated: not just an optimization trick, but a shift toward reward signals you can actually trust (math answers over human vibes)* The token efficiency revolution: GPT-5 to 5.1 bumped evals and slashed tokens, and why thinking in tokens (not wall-clock time) unlocks better tool-calling and agent workflows* Personality toggles: Anton (tool, no warmth) vs Clippy (friendly, helpful), and why Josh uses custom instructions to make his model “just a tool”* The router problem: having a router at the top (GPT-5 thinking vs non-thinking) and an implicit router (thinking effort slider) creates weird bumps, and why the abstractions will eventually merge* Long context: climbing Graph Blocks evals, the dream of 10M+ token windows, and why agents + graph walks might matter more than raw context length* Why the education system isn't producing enough people who can do both distributed systems and ML research, and why that's the bottleneck for frontier labs* The 2026 vision: neither pre-training nor post-training is dead, we're in the fog of war, and the bottleneck will keep moving (so emotional stability helps)—Josh McGrath* OpenAI: https://openai.com* X: https://x.com/j_mcgraphFull Video EpisodeTimestamps00:00:00 Introduction: Josh McGrath on Post-Training at OpenAI00:04:37 The Shopping Model: Black Friday Launch and Interruptability00:07:11 Model Personality and the Anton vs Clippy Divide00:08:26 Beyond PPO vs DPO: The Data Quality Spectrum in RL00:01:40 Infrastructure Challenges: Why Post-Training RL is Harder Than Pre-Training00:13:12 Token Efficiency: The 2D Plot That Matters Most00:03:45 Codex Max and the Flow Problem: 40 Minutes of Planning, 15 Minutes of Waiting00:17:29 Long Context and Graph Blocks: Climbing Toward Perfect Context00:21:23 The ML-Systems Hybrid: What's Hard to Hire For00:24:50 Pre-Training Isn't Dead: Living Through Technological Revolution Get full access to Latent.Space at www.latent.space/subscribe

From pre-training data curation to shipping GPT-4o, o1, o3, and now GPT-5 thinking and the shopping model, Josh McGrath has lived through the full arc of OpenAI's post-training evolution—from the PPO vs DPO debates of 2023 to today's RLVR era, where the real innovation isn't optimization methods but data quality, signal trust, and token efficiency. We sat down with Josh at NeurIPS 2025 to dig into the state of post-training heading into 2026: why RLHF and RLVR are both just policy gradient methods (the difference is the input data, not the math), how GRPO from DeepSeek Math was underappreciated as a shift toward more trustworthy reward signals (math answers you can verify vs. human preference you can't), why token efficiency matters more than wall-clock time (GPT-5 to 5.1 bumped evals and slashed tokens), how Codex has changed his workflow so much he feels "trapped" by 40-minute design sessions followed by 15-minute agent sprints, the infrastructure chaos of scaling RL ("way more moving parts than pre-training"), why long context will keep climbing but agents + graph walks might matter more than 10M-token windows, the shopping model as a test bed for interruptability and chain-of-thought transparency, why personality toggles (Anton vs Clippy) are a real differentiator users care about, and his thesis that the education system isn't producing enough people who can do both distributed systems and ML research—the exact skill set required to push the frontier when the bottleneck moves every few weeks. We discuss: Josh's path: pre-training data curation → post-training researcher at OpenAI, shipping GPT-4o, o1, o3, GPT-5 thinking, and the shopping model Why he switched from pre-training to post-training: "Do I want to make 3% compute efficiency wins, or change behavior by 40%?" The RL infrastructure challenge: way more moving parts than pre-training (tasks, grading setups, external partners), and why babysitting runs at 12:30am means jumping into unfamiliar code constantly How Codex has changed his workflow: 40-minute design sessions compressed into 15-minute agent sprints, and the strange "trapped" feeling of waiting for the agent to finish The RLHF vs RLVR debate: both are policy gradient methods, the real difference is data quality and signal trust (human preference vs. verifiable correctness) Why GRPO (from DeepSeek Math) was underappreciated: not just an optimization trick, but a shift toward reward signals you can actually trust (math answers over human vibes) The token efficiency revolution: GPT-5 to 5.1 bumped evals and slashed tokens, and why thinking in tokens (not wall-clock time) unlocks better tool-calling and agent workflows Personality toggles: Anton (tool, no warmth) vs Clippy (friendly, helpful), and why Josh uses custom instructions to make his model "just a tool" The router problem: having a router at the top (GPT-5 thinking vs non-thinking) and an implicit router (thinking effort slider) creates weird bumps, and why the abstractions will eventually merge Long context: climbing Graph Blocks evals, the dream of 10M+ token windows, and why agents + graph walks might matter more than raw context length Why the education system isn't producing enough people who can do both distributed systems and ML research, and why that's the bottleneck for frontier labs The 2026 vision: neither pre-training nor post-training is dead, we're in the fog of war, and the bottleneck will keep moving (so emotional stability helps) — Josh McGrath OpenAI: https://openai.com https://x.com/j_mcgraph Chapters 00:00:00 Introduction: Josh McGrath on Post-Training at OpenAI 00:04:37 The Shopping Model: Black Friday Launch and Interruptability 00:07:11 Model Personality and the Anton vs Clippy Divide 00:08:26 Beyond PPO vs DPO: The Data Quality Spectrum in RL 00:01:40 Infrastructure Challenges: Why Post-Training RL is Harder Than Pre-Training 00:13:12 Token Efficiency: The 2D Plot That Matters Most 00:03:45 Codex Max and the Flow Problem: 40 Minutes of Planning, 15 Minutes of Waiting 00:17:29 Long Context and Graph Blocks: Climbing Toward Perfect Context 00:21:23 The ML-Systems Hybrid: What's Hard to Hire For 00:24:50 Pre-Training Isn't Dead: Living Through Technological Revolution

Send us a textJoin your hosts on this week of Serious Privacy,  Paul Breitbarth, Ralph O'Brien, and Dr. K Royal as they close out 2025 with favorite moments and episodes, state law review, and predictions. And of course, a little bit about EU data protection. We'll be back January 28, global privacy / data protection day! If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

Send us a textOn this week of Serious Privacy, Ralph O'Brien, and Dr. K Royal connect with Charlie Silver of permission.io to discuss data ownership and trackable permission for online data. Of course, while Paul Breitbarth is out, Raph and K cannot help but challenge some of the positions - revoking #consent, #democracy, and #optimism. Somehow, we also wound up discussing #cryptocurrency. Join us.Please subscribe in your favorite podcast app - sharing is caring!  If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

On today's show, I am talking with Johan,About how his career has grown!He's DPO of the Swedish National Board of Institutional Care,He helps them be responsible in the data they share.

Send us a textOn this week of Serious Privacy, Paul Breitbarth, Ralph O'Brien, and Dr. K Royal connect with Val Ilchenko, Eric Sendelbach, and Ian Runyon of TrustArc to discuss the launch of the Arc. Join us as we discuss the factors that went into developing the Arc, challenges for privacy and data protection professionals, and how AI is baked in to give professionals the tools they need at their fingertips. Please subscribe in your favorite podcast app - sharing is caring!  If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

Send us a textJoin us for a rip-roaring week in privacy on this episode of Serious Privacy, where co-hosts Paul Breitbarth and Dr. K Royal (Ralph O'Brien is off this week) cover quality, not quantity - although there is no shortage of current events.  If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

Send us a textOn this episode of Serious Privacy, Paul Breitbarth and Dr. K Royal (while Ralph O'Brien is out) connect with a long-time friend and colleague Teresa Troester-Falk. The topics are broad, but mainly center around her new book "So you got the Privacy Officer Title - Now what?" (amazon link) which has gained quite the popularity among privacy professionals and those who want to enter / grow in the field. Join us as we discuss the big topics and nuances around the CPO title and responsibilities - and visibility. If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

In this special release episode, Matt sits down with Nathan Lambert and Luca Soldaini from Ai2 (the Allen Institute for AI) to break down one of the biggest open-source AI drops of the year: OLMo 3. At a moment when most labs are offering “open weights” and calling it a day, AI2 is doing the opposite — publishing the models, the data, the recipes, and every intermediate checkpoint that shows how the system was built. It's an unusually transparent look into the inner machinery of a modern frontier-class model.Nathan and Luca walk us through the full pipeline — from pre-training and mid-training to long-context extension, SFT, preference tuning, and RLVR. They also explain what a thinking model actually is, why reasoning models have exploded in 2025, and how distillation from DeepSeek and Qwen reasoning models works in practice. If you've been trying to truly understand the “RL + reasoning” era of LLMs, this is the clearest explanation you'll hear.We widen the lens to the global picture: why Meta's retreat from open source created a “vacuum of influence,” how Chinese labs like Qwen, DeepSeek, Kimi, and Moonshot surged into that gap, and why so many U.S. companies are quietly building on Chinese open models today. Nathan and Luca offer a grounded, insider view of whether America can mount an effective open-source response — and what that response needs to look like.Finally, we talk about where AI is actually heading. Not the hype, not the doom — but the messy engineering reality behind modern model training, the complexity tax that slows progress, and why the transformation between now and 2030 may be dramatic without ever delivering a single “AGI moment.” If you care about the future of open models and the global AI landscape, this is an essential conversation.Allen Institute for AI (AI2)Website - https://allenai.orgX/Twitter - https://x.com/allen_aiNathan LambertBlog - https://www.interconnects.aiLinkedIn - https://www.linkedin.com/in/natolambert/X/Twitter - https://x.com/natolambertLuca SoldainiBlog - https://soldaini.netLinkedIn - https://www.linkedin.com/in/soldni/X/Twitter - https://x.com/soldniFIRSTMARKWebsite - https://firstmark.comX/Twitter - https://twitter.com/FirstMarkCapMatt Turck (Managing Director)Blog - https://mattturck.comLinkedIn - https://www.linkedin.com/in/turck/X/Twitter - https://twitter.com/mattturck(00:00) – Cold Open(00:39) – Welcome & today's big announcement(01:18) – Introducing the Olmo 3 model family(02:07) – What “base models” really are (and why they matter)(05:51) – Dolma 3: the data behind Olmo 3(08:06) – Performance vs Qwen, Gemma, DeepSeek(10:28) – What true open source means (and why it's rare)(12:51) – Intermediate checkpoints, transparency, and why AI2 publishes everything(16:37) – Why Qwen is everywhere (including U.S. startups)(18:31) – Why Chinese labs go open source (and why U.S. labs don't)(20:28) – Inside ATOM: the U.S. response to China's model surge(22:13) – The rise of “thinking models” and inference-time scaling(35:58) – The full Olmo pipeline, explained simply(46:52) – Pre-training: data, scale, and avoiding catastrophic spikes(50:27) – Mid-training (tail patching) and avoiding test leakage(52:06) – Why long-context training matters(55:28) – SFT: building the foundation for reasoning(1:04:53) – Preference tuning & why DPO still works(1:10:51) – The hard part: RLVR, long reasoning chains, and infrastructure pain(1:13:59) – Why RL is so technically brutal(1:18:17) – Complexity tax vs AGI hype(1:21:58) – How everyone can contribute to the future of AI(1:27:26) – Closing thoughts

Send us a textOn this episode of the award-winning Serious Privacy, Paul Breitbarth, Ralph O'Brien, and Dr. K Royal bring you an analysis of the leaked GDPR revisions recorded live at the award-winning Privacy Space in the UK. Tune in to hear what might be happening. If you have comments or questions, find us on LinkedIn and Instagram @seriousprivacy, and on BlueSky under @seriousprivacy.eu, @europaulb.seriousprivacy.eu, @heartofprivacy.bsky.app and @igrobrien.seriousprivacy.eu, and email podcast@seriousprivacy.eu. Rate and Review us! From Season 6, our episodes are edited by Fey O'Brien. Our intro and exit music is Channel Intro 24 by Sascha Ende, licensed under CC BY 4.0. with the voiceover by Tim Foley.

"The number one driver of small to medium sized businesses not making it is cash flow problems. It's not that they're not profitable. This is the big thing with net cash that most people don't realize, is that you can run a profitable business and run out of money." -Tommy Vincent In this spotlight episode, Tommy Vincent, Co-Founder and Chief Revenue Officer at Hub Analytics, returns to share how bookkeepers can confidently step into advisory by focusing on just 3 key metrics. He explains how to measure, track, and present them to clients in a way that builds trust and drives business growth. In this interview, you'll learn: The 3 metrics every bookkeeper should track Why consistency matters more than dozens of KPIs How net equity shows a business owner's true wealth To learn more about Hub Analytics, click here. Connect with Tommy on LinkedIn. Time Stamp 00:00 – Introducing 3 Key Metrics 02:16 – Why bookkeepers are well-positioned to deliver advisory services 03:59 – Why less is more with KPIs for small business clients 04:54 – The three core metrics 06:33 – Breaking down net operating income & what it reveals 07:50 – Industry nuances & why measuring consistently matters 09:30 – Using consistent monthly tracking to spot improvement 12:20 – Net equity explained 14:27 – Why 78% of a business owner's net worth is tied to their business 16:04 – Loans, distributions & reinvestment 20:54 – Why profitable businesses still fail without cash 23:10 – Healthcare & construction industries & cashflow gaps 25:59 – Watching DSO & DPO to avoid cash crunches 27:21 – How bookkeepers can differentiate by tracking just 3 KPIs 28:29 – How to package advisory 30:55 – Why most existing clients won't pay more 33:18 – Advisory is best suited for businesses over $1M revenue 34:56 – How Hub Analytics supports bookkeepers with AI-driven reporting