🌀 Talk Spotlight: Nicholas Geneva is orchestrating AI-driven weather forecasting at scale. Python pipelines navigating the chaos of ensemble models and atmospheric data. #SciPy2026 🔗 scipy2026.scipy.org

🧠 Talk Spotlight: Jarrod Millman traces his path from fMRI frustration to co-creating Scientific Python. A story about community, tooling, and what happens when scientists build together. #SciPy2026 🔗 scipy2026.scipy.org

📡 Talk Spotlight: Yevgen Matviychuk introduces Tiled, a server for remote access to scientific datasets. Query just the slice you need without downloading the whole file. #SciPy2026 🔗 scipy2026.scipy.org

🌱 Talk Spotlight: @terrytangyuan.xyz shares what years on the open source front lines have taught him about sustainable maintenance. Hard-won lessons for the whole community. #SciPy2026 🔗 scipy2026.scipy.org

☁️ Talk Spotlight: Bobby Jackson built Nepho to let multimodal LLMs automatically explore and describe atmospheric science plots. AI meets earth science visualization. #SciPy2026 🔗 scipy2026.scipy.org

🔬 Talk Spotlight: Bhavuk Jain brings simulation-based inference to SciPy, turning complex model fitting into a Python-native workflow. No hand-tuned likelihoods needed. Just science. #SciPy2026 🔗 scipy2026.scipy.org

📐 Talk Spotlight: Michael Zargham bridges textbook math and code — Motivate, Symbolize, Derive, Lambdify, Simulate, Validate. marimo notebooks that make graduate-level applied math actually click. 🧮 #SciPy2026 🔗 scipy2026.scipy.org

📊 Talk Spotlight: Josh Pollock introduces GoFish — a Grammar of More Graphics! Go beyond the Grammar of Graphics to compose custom visual structures that Altair & matplotlib can't easily express. 🐟 #SciPy2026 🔗 scipy2026.scipy.org

🎙️ Talk Spotlight: Katie Wetstone is fixing ASR for kids — because most speech recognition is trained on adults & fails children. Better models = better reading assessments, speech therapy & classroom tools. 📚 #SciPy2026 🔗 scipy2026.scipy.org

⚗️ Talk Spotlight: Filippo Balzaretti explores how ML is transforming materials modeling — from battery electrolytes to atomic-level simulations. Python replacing decades-old simplifications. 🔋 #SciPy2026 🔗 scipy2026.scipy.org

🤝 Talk Spotlight: Kristijan Armeni shows how open-source practices become social infrastructure in civic tech — where your users are journalists & policy researchers, not devs. Maintainership reimagined. #SciPy2026 🔗 scipy2026.scipy.org

⚡ Tutorial Spotlight: Reproducible CUDA doesn't have to be complicated! Matthew Feickert, Ruben Arts & Katrina Riehl will show you how to easily create reproducible scientific and AI/ML environments that leverage GPU acceleration across multiple machines and platforms with Pixi. 🚀

👕 🎉 The official #SciPy2026 t-shirt is now available! This year marks the 25th anniversary of SciPy, and the limited-edition shirt is a great way to celebrate 🙌 👉️ Order by June 28 for conference pickup: ti.to/scipy/scipy2... 📦 Home delivery available before and after the conference!

🧩 Talk Spotlight: @hadley.nz shares 20 years of tidyverse lessons; data grammar that shaped how we think about wrangling. Plus, his take on AI's impact on future data science workflows 🚀 #SciPy2026 🔗 scipy2026.scipy.org

🤝 A big thank you to our Community Partner DevITJobs.com for supporting #SciPy2026! Connecting tech talent with great opportunities, we're glad to have you as part of our community. 🔗 scipy2026.scipy.org

🧠 Talk Spotlight: Ravi shows how to shrink LSTMs by 73% while boosting accuracy 47%. Deploy retail forecasting models that actually fit in production 📦 Learn the compression tricks: pruning, quantization, distillation. #SciPy2026 🔗 scipy2026.scipy.org

📣 Shoutout to our Silver Sponsor Ansys, part of Synopsys, for supporting #SciPy2026! Your investment brings together engineers and scientists pushing the boundaries of computation. 🔗 scipy2026.scipy.org

📣 Thank you to our Silver Sponsor Kitware for supporting #SciPy2026! Your long-standing commitment to open-source scientific software helps make this community what it is. 🐍 🔗 scipy2026.scipy.org

🤖 Talk Spotlight: Chirag is building the future of scientific data. Learn how ARM's new AI, ready infrastructure uses agentic RAG, vector stores, and Kubernetes to supercharge atmospheric research. The data ecosystem is leveling up 🚀 #SciPy2026 🔗 scipy2026.scipy.org

📣 Shoutout to our Silver Sponsor @quansight.com for helping make #SciPy2026 an unforgettable experience! Your support helps make possible the tutorials, conversations, and hallway moments that bring our community together. 🔗 scipy2026.scipy.org

📣 Thank you to our Gold Sponsor @prefix.dev for supporting #SciPy2026! Your work on Python packaging makes the entire open-source ecosystem faster and more reliable. 🐍 🔗 scipy2026.scipy.org

📣 Shoutout to our Gold Sponsor @curvenote.com for helping make #SciPy2026 unforgettable! Your support fuels the talks, tutorials, and connections that make this conference special. 🔗 scipy2026.scipy.org

📣 Thank you to our Gold Sponsor Anaconda for supporting #SciPy2026! Anaconda has been a cornerstone of the scientific Python ecosystem, grateful for your continued investment. 🐍 🔗 scipy2026.scipy.org

📣 Shoutout to our Gold Sponsor Meta for helping make #SciPy2026 happen! Your support enables the open-source research and collaboration that drives this community forward. 🔗 scipy2026.scipy.org

📣 Thank you to our Gold Sponsor Thomson Reuters for helping power #SciPy2026! Your investment in scientific Python keeps this community growing and thriving. 🐍 🔗 scipy2026.scipy.org

📣 Shoutout to our Gold Sponsor Marimo for helping make #SciPy2026 unforgettable! Your support fuels the talks, tutorials, and hallway moments that bring this community together. 🔗 scipy2026.scipy.org

🔥 Big thanks to our Platinum Sponsor @posit.co for supporting #SciPy2026! Posit's commitment to open-source scientific computing helps make this community stronger every year. 🐍 🔗 scipy2026.scipy.org

🔥 A huge thank you to our Platinum Sponsor NVIDIA for powering #SciPy2026! Your support is foundational to building a thriving scientific Python community. 💙🐍 🔗 scipy2026.scipy.org

💎 A massive thank you to our Diamond Sponsor Nominal for powering #SciPy2026! Your extraordinary investment makes it all possible, from keynotes to tutorials to the hallway conversations that spark real breakthroughs. 🐍 🔗 scipy2026.scipy.org

🎉 Less than one month until #SciPy2026! 👉️ ti.to/scipy/scipy2... When people ask what SciPy is, it's tempting to say it's a conference about Python for scientific computing. But SciPy has always been much more than that.

🔬 Talk Spotlight: Jackie Valeri reveals why dumping majority, class data might backfire. Learn which examples actually matter for imbalanced datasets, from molecules to meatballs 🎯 #SciPy2026 🔗 scipy2026.scipy.org

🔬 Talk Spotlight: Nathan shows how Reno bridges system dynamics and Bayesian inference in Python. Model complex systems, encode expertise, test hypotheses with PyMC integration. Perfect for tackling real world dynamics! 🎯 #SciPy2026 🔗 scipy2026.scipy.org

📖 Talk Spotlight: Ever wonder why README files exist? @dbouquin.bsky.social traces their surprisingly human history from 1970s punch cards to today's code culture. Why a file called "Read Me" matters more than you think 🐰 #SciPy2026 🔗 scipy2026.scipy.org

🔥 Talk Spotlight: Nicolas digs into the real performance secrets hiding in your NumPy code. From bytecode to assembly, discover what actually makes arrays fly (or crawl). Optimize like a pro! 🚀 #SciPy2026 🔗 scipy2026.scipy.org

🛠️ Talk Spotlight: Why does scipy use pixi.toml? Ruben explains how Pixi solves scientific Python's toughest dependency challenges; C++, Rust, CUDA, Fortran, all in one tool 🚀 #SciPy2026 🔗 scipy2026.scipy.org

🎓 Talk Spotlight: Michael shows how Python in the browser opens doors for science education. SymPy, Pyodide, free hosting; suddenly calculus comes alive in class. EngineeringPaper.xyz proves it works 🌐 #SciPy2026 🔗 scipy2026.scipy.org

🧪 Talk Spotlight: Cliff Kerr shows why giving your AI the right tools matters more than picking the fanciest model. See how he rigorously tested LLMs on complex scientific code 🔬 #SciPy2026 🔗 scipy2026.scipy.org

🍺 Talk Spotlight: Paul is bringing the legendry with "Pun Intended Consequences", a hilarious romp through SciPy history, lightning talks, and the absurd wisdom that shaped our community 😄 #SciPy2026 🔗 scipy2026.scipy.org

🧠 Talk Spotlight: Patrick asks the tough question: can LLMs actually beat traditional OCR? Dive into structured text extraction, production pipelines, and real benchmarks that matter 📊 #SciPy2026 🔗 scipy2026.scipy.org

⚡ Talk Spotlight: Sarah is building the data backbone for electric aircraft. See how Python powers everything from motor test stands to flight analytics with Iceberg, dbt, and Redshift. 🛩️✨ #SciPy2026 🔗 scipy2026.scipy.org

💼 Talk Spotlight: Jocelyn Graf explores the path less traveled: going solo, starting a startup, or joining one. Perfect if you're wondering "what's next?" in uncertain times 🚀 #SciPy2026 🔗 scipy2026.scipy.org

🌲 Talk Spotlight: Jim shows how LiDAR + lightweight ML catches hidden gullies to prevent erosion and forest fires. See Numba tackle massive datasets with unconventional kernels. Real data, real impact. 🛰️ #SciPy2026 🔗 scipy2026.scipy.org

⚛️ Talk Spotlight: Iason takes us inside CERN's petabyte data challenges. How is Python revolutionizing particle physics? 🐍 Discover the Scikit, HEP tools reshaping high, energy physics analysis. #SciPy2026 🔗 scipy2026.scipy.org

🌾 Talk Spotlight: HiveGuide lets field inspectors speak, not type. Voice becomes structured data; AI routes to your history and expert lit for smarter decisions. 🤖 #SciPy2026 🔗 scipy2026.scipy.org

🌍 Talk Spotlight: Hannah Ferriby shows how Python can measure biodiversity gains from farming practices. Combining land cover data, species records, and soil info into one powerful geospatial tool 🐍 #SciPy2026 🔗 scipy2026.scipy.org

⚡ Talk Spotlight: Charlie Lin shows you how to future, proof your Python code for the no, GIL era 🔓 Learn what PYTHON_GIL actually does, why major libraries are jumping on free, threading, and how to get ready. It's wild! 🐍 #SciPy2026 🔗 scipy2026.scipy.org

🔬 Talk Spotlight: Matt McCormick shares ngff, zarr, a sleek Python toolkit taming massive bioimaging datasets. Convert, validate, and scale massive images cloud, native style 🚀 Finally, FAIR, compliant bioimaging workflows! #SciPy2026 🔗 scipy2026.scipy.org

🛡️ Tutorial Spotlight: @cpsievert.bsky.social walks you through building LLM apps that actually work in production. Learn querychat and dodge hallucinations, verifiability issues, and other pitfalls. From cool demo to reliable tool 🧠 #SciPy2026 🔗 scipy2026.scipy.org

🐍 Tutorial Spotlight: Matt Davis teaches Python from the ground up in Jupyter Notebooks. Perfect for beginners; you'll master loops, functions, and built, in features through hands, on exercises. Ready to read code like a pro? 💻 #SciPy2026 🔗 scipy2026.scipy.org

⚡ Tutorial Spotlight: GPU Python broken in production? @ncclementi.bsky.social, Jacob Tomlinson & Jaya Venkatesh show you the full toolkit to deploy, debug, and profile GPU-accelerated Python workloads like a pro. Zero guessing, all signal 🔧 #SciPy2026 🔗 scipy2026.scipy.org