The KickstartAI Podcast

KickstartAI

Conversations about AI with engineers from the KickstartAI team. Explore the world of artificial intelligence through insightful discussions with the experts driving innovation in the Netherlands.

  1. 12/19/2025

    2025 AI Rewind: The year of gradual progress?

    In this year's roundup, Nic, Evertjan, and Cascha unpack the rollercoaster that 2025 was for AI. From the shockwave of DeepSeek R1 to the "gradual" progress of GPT-5 and Gemini 3.0, we break down the tech, the data, (and the drama).  We discuss why 2025 became the "Year of the Idea Guy" rather than the "Year of General Agents," analyze the Great Minds of AI (from Ilya’s return to research to Dario’s scaling maximalism), and look at what the betting markets say about the bubble bursting. Finally, we make our own predictions on what 2026 holds for the industry. We cover: The 2025 Timeline: A month-by-month breakdown of model releases (DeepSeek, o3, Claude 3.7, Gemini 3). The Pelican Benchmark: Visualizing progress through Simon Willison’s famous "Pelican on a bicycle" test. Highlights & Lowlights: The rise of agentic coding, the failure of general agents, and the "Information Obscurity" problem in AI labs. Great Minds in AI: A deep dive into the conflicting philosophies of Sutskever, Karpathy, LeCun, Sutton, Hassabis, and Amodei. Polymarkets & Predictions: What the crowd thinks about AGI, Tesla FSD, and the AI bubble, plus our team's predictions for 2026. Links & Resources Mentioned: Benchmarks & Data: ⁠METR Time-Horizon Benchmark⁠ - Tracking the jump in capabilities. ⁠Epoch AI Capabilities Index⁠ - Aggregated model progress ⁠The Pelican Benchmark (Simon Willison)⁠ - The evolution of SVGs. ⁠Epoch AI Data Center Sizes⁠ - Visualizing the gigawatt scale. Interviews & Articles: ⁠Ilya Sutskever on Dwarkesh Podcast⁠ - "The Return to Discovery". ⁠Andrej Karpathy on Dwarkesh Podcast⁠ - The "Decade of Agents" and "Silent Collapse". ⁠Sam Altman: The Gentle Singularity⁠ - Referenced in discussion. ⁠Horses vs. Cars Analogy⁠ - Understanding adoption lag. Prediction Markets (Polymarket & Metaculus): ⁠Will the AI Bubble Burst?⁠  ⁠Tesla Unsupervised FSD Timeline⁠  ⁠When will weakly general AI be announced?⁠

    1h 6m
  2. 08/21/2025

    Episode 9: The unreadable scrolls: how AI helps solve an ancient mystery

    In this episode, we take a deep dive into the Vesuvius Challenge, which combines ancient history with AI to resurrect an ancient library that was buried in the ashes of Mount Vesuvius in 79 AD. Thought to be lost forever, these scrolls were completely turned to charcoal and are impossible to unroll without destroying them. We focus on how a team of three university students used a combination of machine learning, computer vision, and X-ray tomography to win the Grand Prize in 2023. We unpack this technical breakthrough, from using an optical flow segmentation algorithm to virtually unroll the scrolls, to training a TimeSformer model to detect the invisible, carbon-based ink. We also uncover the historical significance of the newly deciphered texts, which belong to the Epicurean philosopher Philodemus of Gadara. It's a journey into a world where AI is not only recovering a lost library but also creating a new methodology — a sort of "Rosetta Stone"— that could be used to decipher other ancient, fragile documents. The Vesuvius Challenge is ongoing, and there are still prizes to be won!  Links and references: Grand Prize 2023: https://scrollprize.org/grandprize Fragments: https://scrollprize.org/data_fragments Segments: https://scrollprize.org/data_segments Scrolls: https://scrollprize.org/data_scrolls Open prizes: https://scrollprize.org/prizes  Youseff's explanation of his winning ink detection setup: https://youssefnader.com/2024/02/06/the-ink-detection-journey-of-the-vesuvius-challenge/

    47 min
  3. 05/20/2025

    Europe’s largest machine: The energy grid

    This KickstartAI Podcast episode features Johan de Vries from Dexter Energy, discussing how data flows to manage Europe's complex energy grid, which he calls “Europe's largest machine.” Topics include predictive analytics, market dynamics, and future energy trends. Highlights Dexter Energy at a Glance: Forecasting: Using weather data to predict renewable energy production at high resolutions. Trading optimization: Helping clients strategically participate in energy markets. Asset steering: Managing assets like renewable curtailment and battery usage in real-time. Changes in the Energy Landscape: Increasing volatility: The shift to renewables introduces unpredictability in both supply and demand. Prosumers and electrification: Rooftop solar and electric vehicles add complexity. Grid interconnection: Europe's grid needs constant balancing from Portugal to Latvia. Market Overview: Day-ahead market: Main market based on next-day forecasts. Intraday market: Short-term adjustments before actual delivery. Imbalance market: Corrects differences between forecast and real usage. Ancillary services: Provides rapid-response backup capacity. Real-World Insights: Spain/Portugal Outage: France's strong market participation and connectivity helped minimize impact during the recent outage. Market Challenges: "Curse of success:" Dexter's growing market presence can influence market prices. Market sensitivity: Different regions respond uniquely, influencing strategies. Data challenges: Varying transparency across countries drives innovation in data collection. Dexter's Technical Approach: Data teams: Specialized teams for meteorology and market data. Predictive models: Forecast energy and prices. Decision engines: Optimize market strategies and asset steering. Scalable solutions: Developing flexible components for new markets.The Future with AI: Battery integration: Enhancing renewables with optimized battery storage. Automation: Essential for real-time grid management. Traditional sources: Gas remains crucial for immediate grid stability. Dexter's Culture: Core Skills: Forecasting, optimization, and deep energy expertise. Collaborative environment: Driven by a passion for meaningful impact on the energy transition.

    51 min

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Conversations about AI with engineers from the KickstartAI team. Explore the world of artificial intelligence through insightful discussions with the experts driving innovation in the Netherlands.