10/10/2025
rather than individually recapping the rest of the papers from the ICES Working Group on Open-Ocean Aquaculture's Frontiers Special Issue, "Differentiating and defining ‘exposed’ and ‘offshore’ aquaculture and implications for aquaculture operation, management, costs, and policy", I put it in a podcast. Well, NotebookLM did, because I asked it to 🙄
But I was impressed! It's actually fun to listen to.
What it got right:
*Sounding human! (Including getting things wrong occasionally while I cringe at hearing my research enthusiastically misrepresented)
*Good analogies to make concepts accessible.
*Summarizing background and technical findings (mostly)
*Mind maps--awesome! (Separate from the podcast. Overlaid with the podcast audio below).
What it got wrong:
*Specifics: We're not saying to get rid of the term offshore! We're saying that "offshore" (distance from shore) is not the same as "exposed" (high energy).
*General: Exaggeration (Note: The video version was even worse at this. E.g. "The central engineering challenge of our time...")
*Understanding how several (5) papers that I gave it related to each other.
Novel:
*When I proposed the Specific Exposure Energy index, I never thought of pronouncing it "Sea". 🤷
Are other people using NotebookLM in the research world? How? And what have you found to work (and not work)?
I'm also really curious to hear your feedback on this summary if you listen to it!
Note: The full issue is 13 articles. I only fed in the five that I contributed significantly to:
Dewhurst T, Rickerich S, MacNicoll M, Baker N and Moscicki Z (2025) The effect of site exposure index on the required capacities of aquaculture structures. Front. Aquac. doi: 10.3389/faquc.2024.1428299
Kevin Heasman, Nicholas Scott, Tyler Sclodnick, Michael D. Chambers, Costa-Pierce, T Dewhurst...2024. Variations of aquaculture structures, operations, and maintenance with increasing ocean energy. Frontiers in Aquaculture 3,
Oliver Lojek, Prof. Dr. Nils René Goseberg, Heidi Moe Føre, H., Dewhurst, T., Bölker, T, Heasman, K, Buck, B, Fredriksson, DW, Rickerich, S., 2024....