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Every AI Model Lost Money Betting on Soccer — The KellyBench Study Explained
For all the hype around autonomous AI systems, the KellyBench result is refreshingly embarrassing. General Reasoning’s study asked a simple question with real stakes: if frontier models really are getting better at messy real-world reasoning, can they survive a Premier League betting season with a bankroll and a risk-management rule? The answer was no. Not one model made money. According to…
KI-Agenten Tool Search: Wie dein digitaler Assistent ab sofort selbst das richtige Werkzeug findet
Du kennst das: Ein Kunde schickt eine Anfrage per E-Mail. Du öffnest das CRM, prüfst die Kundenhistorie, wechselst ins ERP für Preise und Verfügbarkeit, erstellst das Angebot in Word, speicherst es im DMS, schickst es per E-Mail zurück und trägst den Vorgang manuell ins Projektmanagement-Tool ein. Sieben Tools, zwanzig Minuten, null Wertschöpfung. Genau hier setzt der Use Case des Tages an:…
GPT-5.4 e agentes de IA: o que muda na prática
A OpenAI apresentou o GPT-5.4 com foco em agentes de IA: mais autonomia, contexto e execução real de tarefas.
No artigo, explico os impactos práticos para produto, UX e automação: https://dougdesign.com.br/openai-gpt-5-4-agentes-ia/
