The Case for Using Small Language Models (Kumar et al., 2025) | FT50 HBR

English Podcast Start at 00:00:00Bengali Podcast Start at 00:12:48Hindi Podcast Start at 00:37:06Welcome to Revise and Resubmit 🎙️I’ll start short.Small beats big.Fast beats slow.Edge beats cloud—when it must.Today we meet a new rhythm in enterprise AI. A crisp, efficient cadence you can feel in your wristwatch, your tractor, your hospital cart. SLMs—Small Language Models—are the pocket knives of intelligence: compact, sharp, always within reach. 🧠🔧We’re unpacking "The Case for Using Small Language Models" by Ajay Kumar, Thomas H. Davenport, and Randy Bean. Published online on 08 September 2025 in Harvard Business Review—yes, a prestigious FT50 journal—by Harvard Business School Publishing. 🏛️⭐Here’s the beat:SLMs move fast. ⚡They sip energy. 🌱They live on the edge. 🛰️They guard your data. 🔒They fine-tune to your domain and cut the noise. They slide into your stack without a forklift. They let regulated industries act with confidence and agility—healthcare, finance, agriculture—where privacy matters, latency kills, and precision pays. They’re not for everything, but they’re perfect for the right things. Right-sized models for right-shaped problems. 🧩If you’re leading AI strategy, the message is simple and bold: align model size to task complexity, prototype quickly, and ship value without waiting for a cloud round-trip. It’s practical. It’s scalable. It’s responsible. It’s how you win on Monday—and still sleep on Tuesday. 🚀Before we dive in, hit follow on Spotify for Revise and Resubmit, subscribe to our YouTube home base Weekend Researcher, and find us on Amazon Prime and Apple Podcast so you never miss the next rethink, rewrite, and resubmit. 🔔🎧📺One more thing—can we give a huge thanks to Ajay Kumar, Thomas H. Davenport, Randy Bean, and Harvard Business School Publishing for this Harvard Business Review FT50 gem, and ask: if "right-sized" SLMs promise speed, privacy, and control at the edge, what bold first experiment will you run this week? 🤔ReferenceAjay Kumar, Thomas H. Davenport and Randy Bean (2025), The Case for Using Small Language Models. Harvard Business Review. https://hbr.org/2025/09/the-case-for-using-small-language-models‌Youtube Channel⁠https://www.youtube.com/@weekendresearcher⁠Support us on Patreonhttps://patreon.com/weekendresearcher