Invisible Data: Building Trust in the Age of AI

Data surrounds us, hidden in logs, dashboards, ML pipelines, and real-time alerts. We assume it's trustworthy. Cameras count cars, sensors track health stats, AI algorithms recommend creditworthiness, but what happens when data isn't? When it's incomplete, biased, misinterpreted, or worse, silently reshaped? I'll explore how invisible biases and hidden assumptions can distort every decision, from business strategy to safety-critical systems. We'll dive into methods for treating data as a boundary condition: emphasizing source scrutiny, interpretation layers, governance and transparency, especially as AI automates more decision-making. This talk gives devs, engineers, and leaders a real-world playbook: how to design systems that demand trust, rather than blind belief.

devdays europe: Building a Better Competence Environment: Focusing on Collaboration and Innovation

This session is the result of my reflections on how to transform a struggling competence environment into a market-leading one. I believe that the connection between collaboration, culture-building, and an innovation/product-oriented perspective can provide a structured path forward.

boskonf: Har over 20 års erfaring ledet til dette!?

javaBin: Har over 20 års erfaring ledet til dette!?

NDC2025: How to make Open Source more sustainable?

Open Source projects are more and more often victims of their own success. Those responsible for the packages end up spending thousands of hours a year maintaining and supporting packages that have somehow gotten into the global infrastructure we use to build our products and services. Absolutely free, and usually only with outrage as the open source world's salary. It is not sustainable. Not in the long run. This is a massive challenge, across both companies and national borders. We as developers are definitely in a position where we can contribute, but what is really the right way to do it? How can we ensure the Open Source culture with contributions? How can we make it sustainable? These are questions I will try to answer!

Ta ansvaret selv!

Hva er en konsulent, og hvordan skal man best rigge seg i bransjen

linkedin - Å bygge et bedre fagmiljø: Samarbeid og innovasjon i fokus

Å bygge et bedre fagmiljø: Samarbeid og innovasjon i fokus

linkedin - ny mal

linkedin - invester i verdi, ikke bare inntjening

Invester i verdi, ikke bare fakturering

Design sketch and front-end implementation, where does it blow up?

Denne talken vil vise smertene en utvikler har med designskissene når utvikleren implementerer typografidesign. Har du noen gang lurt på hvorfor avstanden mellom tittelen og teksten sier 30px i skissen, men at det ikke stemmer overens med html og css? Vel, jeg vil få deg til å forstå hvorfor og hvordan du løser dette.

Trusted Data for utviklere

Hei, du der. Ja, DEG! Utvikleren som leser denne artikkelen. Er du klar til å kalle på de fire rytterne og starte apokalypsen? Starte den neste atomkatastrofen? Drepe pasienter? Gjøre banker konkurs? Har jeg oppmerksomheten din nå? Ja? Bra. For alt kommer til å gå til helvette, hvis du ikke tar deg sammen!

linkedin - hvordan få til en helhetlig strategi for kompetanse og samarbeid

Hvordan være lønnsom og best på fag

Hvordan få til en helhetlig strategi for kompetanse og samarbeid

Ønsket model for fagarbeid i knowit

linkedin-embrace-your-weakness

linkedin - hvordan bygger man et miljø hvor læring skjer naturlig