Fish n' Bits - The Aquaculture Data Intelligence Podcast

If large language models are so powerful, why can they still get basic things wrong? In this episode, we take a practical look at how AI systems actually work, why hallucinations happen by design, and what’s being done to reduce them. We break down core concepts like probabilistic prediction, chain-of-thought reasoning, RAG systems, context windows, API orchestration, and cost structures. Not from a tech hype lens, but from a business one. Most importantly, we explore what this means for seafood companies integrating AI into real workflows: how to think about reliability, data access, governance, and long-term cost before plugging models into sensitive systems. This isn’t about whether AI will matter but about how to use it responsibly at scale. 

For more aquaculture insights head to our Fish n’ Bits blog.

Vitamin D was long considered a compliance nutrient rather than a performance lever. In this episode, we break down what’s changed in the last couple of years, from BioMar doubling vitamin D₃ across salmon diets to new research suggesting salmon may synthesize vitamin D from sunlight, then zoom out to explain how vitamin D actually works in the body, why modern feeds increased the need for supplementation, and how the EU’s 2019 regulation opened the door to much higher inclusion rates. We also dig into what these findings could mean for different farming environments, and close with a conversation with Dr. Sebastien Rider (DSM-Firmenich) on the latest studies, open questions, and why 25-hydroxyvitamin D products like Hy-D are gaining attention. 

Sign up for DSM’s webinar on Vitamin D here.

For more aquaculture insights head to our Fish n’ Bits blog.

Yes, it’s once again the time to discuss sea lice. In this episode, we take a clear-eyed look at what the last year of sea lice data is actually telling us (starting in Canada and ending in Norway) without the noise or wishful thinking. We unpack the implications of Canada’s latest court ruling in British Columbia, why the industry’s arguments around coexistence keep falling flat, and how Norway’s traffic light system continues to tighten around modeled lice exposure on wild salmon. Drawing on farm-level data, wild fish monitoring, treatment records, and temperature trends, this episode explains why 2025 became one of the most intensive treatment years on record, why that still wasn’t enough to reverse pressure, and what this means for regulation, capacity, and farm-level decision-making heading into the next cycle. 

For more aquaculture insights head to our Fish n’ Bits blog.

What if the most “predictable” part of seafood right now isn’t salmon prices or tariffs, but the quiet choke point in fish feed? In this episode, we unpack why the Peruvian anchovy season still sets the short-term rhythm for fish oil markets, even as the 2026 season already kicks off, and why that dependency keeps resurfacing as a structural risk for aquaculture. You’ll get a clear breakdown of what actually moves feed prices (and why fish oil behaves differently than every other major input), plus a grounded walk-through of the CFI 2025 State of the Algal Oil Industry findings, what it really costs to produce EPA+DHA-rich algal oil, why heterotrophic fermentation is pulling ahead, and why scaling the solution is the hard part, not the science.

Centre for Feed Innovation Algae Oil Report

For more aquaculture insights head to our Fish n’ Bits blog.

What happens when a fish the industry once walked away from suddenly becomes more valuable than salmon? In this episode, we take a hard look at the quiet resurgence of cod farming, why cod prices have climbed to historic highs, how tightening wild quotas have reshaped the market, and why the economics look very different than they did during the failed cod-farming boom of the 2000s. We revisit what went wrong last time, from biology to market structure, and then dig into what may actually be changing today: more disciplined operators, improved breeding and production methods, and a supply landscape defined by long-term constraint rather than abundance. The real question isn’t whether cod can be farmed, it’s whether the market can evolve to absorb it. 

For more aquaculture insights head to our Fish n’ Bits blog.