954: Recap of 2025 and Wishing You a Wonderful 2026 - SuperDataScience Podcast Recap

Podcast: SuperDataScience Podcast

Published: 2026-01-02

Duration: 4 minutes

Summary

Jon Krohn reflects on the successes and challenges of 2025, focusing on agentic AI's impact and the importance of data security. He expresses hope for a promising 2026.

What Happened

Agentic AI has emerged as a powerful yet overhyped term in 2025, with proprietary LLMs beginning to replace humans in software and ML engineering tasks with 50% accuracy. This capability is expected to double every seven months, emphasizing the need for robust data preparation, security, and governance to harness AI's autonomous potential going forward.

Jon Krohn shares that significant developments in generative AI have shifted focus towards the importance of well-prepared and secured data. As AI systems become more autonomous, ensuring that data governance structures are in place is crucial for leveraging these technologies in 2026 and beyond.

The upcoming episode with Sadie St. Lawrence will delve deeper into the past year's developments and offer predictions for 2026, including awards for the 'Wow moment of the year' and 'biggest disappointment.' Her insights are awaited eagerly, given her annual appearances on the show.

Reflecting on the podcast's growth, Jon highlights a live episode recorded with Aurelien Gironde in New Zealand, which was a personal highlight. Aurelien's rare public speaking engagement provided deep insights into the current state of AI tooling and his views on AGI and society's future.

The podcast itself underwent significant changes in 2025, particularly with a focus on video content. This transition resulted in a phenomenal increase in YouTube watch time and subscribers, demonstrating the successful adaptation to visual platforms.

Despite the positive strides in AI and the podcast's growth, Jon acknowledges the broader challenges faced globally, including job security issues due to AI, ongoing conflicts, and personal losses. He expresses hope that the holiday season offers peace and appreciation for loved ones.

Jon conveys his gratitude to listeners for their continued support and engagement with the podcast. He looks forward to further enhancing the show in 2026, with plans for the upcoming milestone of episode number 1000.

Listeners are encouraged to provide feedback on the show's content and direction, which Jon promises to take to heart. The episode closes with warm wishes for a successful and fulfilling 2026.

Key Insights

• Agentic AI, a prominent term in 2025, refers to proprietary large language models that can replace humans in software and machine learning engineering tasks with 50% accuracy, a capability expected to double every seven months.
• The shift in generative AI focus towards data preparation and security highlights the necessity of robust data governance structures to fully utilize autonomous AI systems in 2026 and beyond.
• The podcast's pivot to video content in 2025 resulted in a significant increase in YouTube watch time and subscribers, showcasing a successful adaptation to visual platforms.
• Despite advancements in AI, global challenges such as job security issues, ongoing conflicts, and personal losses remain significant concerns, with hopes for peace and appreciation during the holiday season.