dietmarschantin.com https://www.dietmarschantin.com/ Dietmar Schantin — AI Strategy and Newsroom Architecture for News Organisations Tue, 12 May 2026 15:41:24 +0000 en-GB hourly 1 https://wordpress.org/?v=7.0 https://www.dietmarschantin.com/wp-content/uploads/2026/04/cropped-Dietmar-Schantin_Favicon-32x32.png dietmarschantin.com https://www.dietmarschantin.com/ 32 32 Field Note 02: Why Humans Must Own the Narrative https://www.dietmarschantin.com/new-information-hierarchy-ai-journalism-narrative/ Tue, 12 May 2026 15:35:10 +0000 https://www.dietmarschantin.com/?p=712 Thirty years of digital transformation built better canals. The AI era requires a railway; a different value proposition, a different architecture, and a different operating system. Where those sit, what they consist of, and why your AI policy cannot do the work of all three.

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]]> Field Note 01: Better Canals https://www.dietmarschantin.com/ai-newsroom-strategy-beyond-digital-transformation/ Sun, 26 Apr 2026 22:59:19 +0000 https://www.dietmarschantin.com/?p=576 Thirty years of digital transformation built better canals. The AI era requires a railway; a different value proposition, a different architecture, and a different operating system. Where those sit, what they consist of, and why your AI policy cannot do the work of all three.

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]]> Why Editorial Must Own AI Implementation https://www.dietmarschantin.com/why-editorial-must-own-ai-implementation/ Tue, 27 Jan 2026 15:29:00 +0000 http://www.dietmarschantin.com/why-editorial-must-own-ai-implementation/ Most news organisations treat AI as an engineering project with editorial consultation. That's backwards. From input quality and metadata governance to retrieval logic and output tone, every stage of AI implementation demands editorial judgment — not as an afterthought, but as the driving force. Four specific responsibilities show how editorial teams must lead.

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]]> Language model optimisation is journalism’s next big shift https://www.dietmarschantin.com/language-model-optimisation-is-journalisms-next-big-shift/ Wed, 05 Nov 2025 21:49:00 +0000 http://www.dietmarschantin.com/?p=111 AI companions don't display links — they synthesise answers. That shift from retrieval to generation means journalism now competes on machine-readability, not just editorial quality. Language Model Optimisation (LMO) is the discipline that closes the gap: a dual-text approach that keeps published journalism human-first while creating machine-optimised versions that power your own AI products.

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]]> The AI Buddy Economy: Journalism’s Strategic Leap into Agentic Guidance https://www.dietmarschantin.com/the-ai-buddy-economy-journalisms-strategic-leap-into-agentic-guidance/ Sun, 15 Jun 2025 22:12:01 +0000 http://www.dietmarschantin.com/?p=135 People are replacing human advisors with AI companions for everything from career guidance to camera repair. News organisations have an underappreciated edge: audiences already consume their expertise without human contact, and their verified, editorially curated datasets offer something general-purpose AI cannot. The strategic shift is from reporting what happened to guiding what to do about it.

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]]> The Next Step in Digital Transformation: It’s Time to Decouple Print from the Digital Newsroom https://www.dietmarschantin.com/the-next-step-in-digital-transformation-its-time-to-decouple-print-from-the-digital-newsroom/ Mon, 17 Mar 2025 12:25:00 +0000 https://www.dietmarschantin.com/?p=248 The hybrid print-digital newsroom has run its course. Print still shapes editorial decisions, workflows, and storytelling even in digital-first operations — constraining subscription growth and platform innovation. The next step isn't shutting print down. It's creating a small, dedicated print team and freeing the main newsroom to go fully digital.

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]]> Beyond Media Time: Measuring Added Value in the Modern Newsroom https://www.dietmarschantin.com/beyond-media-time-measuring-added-value-in-the-modern-newsroom/ Tue, 17 Dec 2024 16:32:00 +0000 https://www.dietmarschantin.com/?p=262 Media time — how long readers spend on site — is treated as a proxy for engagement. It's a weak one. A reader who finds what they need in two minutes may be better served than one who scrolls for fifteen. Newsrooms need metrics that measure value delivered, not attention captured: completion rates, return frequency, and direct reader feedback.

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]]> Personalisation, Planning, and Purpose: Reinventing Newsrooms for a Digital World https://www.dietmarschantin.com/personalisation-planning-and-purpose-reinventing-newsrooms-for-a-digital-world/ Sun, 17 Nov 2024 23:17:00 +0000 https://www.dietmarschantin.com/?p=330 Personalisation in most newsrooms stops at recommending which stories to read. It rarely touches how those stories are delivered — format, length, tone, depth. Shifting from topic-based to audience-segment organisation, replacing reactive publishing with data-driven planning, and adapting content to reader context and mood is what separates engagement from mere attention.

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]]> Redesigning the Newsroom: From Sections to Segments https://www.dietmarschantin.com/redesigning-the-newsroom-from-sections-to-segments/ Thu, 31 Oct 2024 22:44:00 +0000 https://www.dietmarschantin.com/?p=317 Organising newsrooms by sections — politics, sport, business — is a print-era structure that fragments stories spanning multiple beats and ignores how digital audiences actually consume news. A segment-based model restructures teams around reader groups instead of topics, using audience data to drive what gets produced, in what format, and for whom.

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]]> From Model T to AI: The Evolution of Personalisation in Media https://www.dietmarschantin.com/from-model-t-to-ai-the-evolution-of-personalisation-in-media/ Fri, 15 Mar 2024 23:18:00 +0000 http://www.dietmarschantin.com/?p=139 News personalisation mostly stops at topic selection and reading lists. It rarely touches how a story is told. User needs, mood, and life situation could reshape content delivery far beyond "suggested reads" — and generative AI makes producing those variants feasible. The Model T era of one-format-fits-all journalism is over.

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