Join us at PyCon US 2026 in Long Beach - we have new AI and security tracks this year

Simon Willison's Weblog

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AI 導讀 industry AI 重要性 3/5

PyCon US 2026 預計吸引逾 **2,000名** 開發者,並首創由 Anthropic 領銜的 AI 專屬議程。

  • 大會睽違 13 年重返加州,預計吸引逾 2,000 名開發者參與。
  • 首創 AI 與資安專場,涵蓋模型量化、邊緣推論到非同步代理。
  • 呼籲參與者預訂官方飯店,以實際行動支持 Python 軟體基金會。

睽違13年重返加州的首創 AI 軌道

首度設立專屬 AI 與資安軌道的 PyCon US 2026 將於 5 月 13 日登場,預計吸引逾 2,000 名開發者齊聚加州長灘。這場盛會不僅維持低商業化的社群本質,更展現了 Python 生態系全面擁抱人工智慧技術的決心。

2026年 PyCon US 重返加州迎 2,000 人盛會

舉辦期間為 5 月 13 日至 19 日,核心演講集中於週末,兩側則安排了教學與開源衝刺(Sprints)。這場盛宴不僅是西岸開發者期盼已久的焦點,更是自 2017 年波特蘭大會以來首度移師美國西岸,也是 2013 年後首次回到加州。踏入這個會場,參與者能深刻感受到強烈的社群氛圍。即便規模逐年擴大,PyCon US 依然保持著極低的企業商業感。作者 Simon Willison 自 2005 年起便持續參與,見證了大會近二十年的演進。極具娛樂性的 PyLadies 拍賣會,以及場場爆滿的閃電秀,都是建立社群向心力的關鍵環節。

Anthropic 領銜策劃週五首創專屬 AI 議程

面對生成式 AI 浪潮,大會首度將 AI 獨立成單一議程軌道。這個全新專場由 CitableAI 的專家與 Anthropic(開發 Claude 模型的頂尖 AI 企業)的 Zac Hatfield-Dodds 共同擔任主席。身為資深開源貢獻者的作者,今年將擔綱現場引言人,協助整體議程順暢進行。他在整理講者清單時,便直接利用 Claude Code(Anthropic 的命令列 AI 開發助手)與開源工具將網頁排程轉為 Markdown 格式。這種將 AI 深度整合進日常工作流的做法,正好呼應了該專場期望探討的核心精神。

解析 8 場 AI 議程:從模型量化到非同步代理

週五的 AI 議程涵蓋了從底層硬體到前端應用的廣泛光譜。上午聚焦開源維護與在地化,講者將探討 AI 輔助貢獻的實質影響,以及如何用 Python 處理低資源非洲語言的識別挑戰。進入下午時段,硬核工程實踐成為主軸,包含解析 Python 環境下的實用量化技術(Quantization)(降低模型精度以減少運算需求的優化法),讓開發者能在筆電上運行大型模型。緊接著的講次將展示透過瀏覽器進行邊緣推論,實現無需後端基礎設施的分散式 AI 應用。針對代理系統,議程亦安排剖析專為 AI 代理(AI Agents)(能自主規劃並執行任務的軟體系統)設計的非同步模式。最後則向下探討 GPU 記憶體排程,以及如何建構即時的語音代理系統。

深入非會議空間探討 Datasette 與代理工程

除了排定的講者時段,提供極高自由度的開放空間(Open spaces)(任何人皆可發起特定主題討論的非會議形式)更是激發靈感的場域。參與者可以隨時預約場地,針對特定技術痛點進行深度的雙向對話。今年作者預計將大量時間投入於這些開放對話中。他計畫發起關於 Datasette(用於發布與探索資料的開源 SQLite 工具)未來發展的討論。同時,他也期望能與社群深入探討代理工程的最佳實踐。延續實作精神,開源衝刺活動讓開發者能直接坐在專案維護者身旁接受指導並貢獻程式碼,這是在線上交流絕對無法取代的體驗。

Python 軟體基金會營運與官方飯店預訂策略

主辦這場盛會的 Python 軟體基金會(PSF)肩負著推廣、保護並推進 Python 語言的關鍵使命。身為董事會成員的作者強調,PyCon US 不僅是交流平台,更是基金會歷史上最重要的資金來源之一。維持龐大國際社群運作需要穩定財務基礎,大會盈餘直接支持了各項基礎設施與多元社群成長計畫。針對即將前往長灘的與會者,主辦單位發出一項實務呼籲。盡可能透過官方指定的飯店區塊預訂住宿,以確保主辦方達到合約保證數量。這不僅能避免高額違約金,更能實質保障大會與基金會的永續經營。

PyCon US 2026 透過首創的 AI 專場與非會議空間,不僅展示了 Python 在語言模型與代理工程的前沿應用,更展現了開源社群技術傳承的強大韌性。

Abstract

This year's PyCon US is coming up next month from May 13th to May 19th, with the core conference talks from Friday 15th to Sunday 17th and tutorial and sprint days either side. It's in Long Beach, California this year, the first time PyCon US has come to the West Coast since Portland, Oregon in 2017 and the first time in California since Santa Clara in 2013. If you're based in California this is a great opportunity to catch up with the Python community, meet a whole lot of interesting people and learn a ton of interesting things. In addition to regular PyCon programming we have two new dedicated tracks at the conference this year: an AI track on Friday and a Security track on Saturday. The AI program was put together by track chairs Silona Bonewald (CitableAI) and Zac Hatfield-Dodds (Anthropic). I'll be an in-the-room chair this year, introducing speakers and helping everything run as smoothly as possible. Here's the AI track schedule in full: 11:00: AI-Assisted Contributions and Maintainer Load - Paolo Melchiorre 11:45: AI-Powered Python Education : Towards Adaptive and Inclusive Learning - Sonny Mupfuni 12:30: Making African Languages Visible: A Python-Based Guide to Low-Resource Language ID - Gift Ojeabulu 2:00: Running Large Language Models on Laptops: Practical Quantization Techniques in Python - Aayush Kumar JVS 2:45: Distributing AI with Python in the Browser: Edge Inference and Flexibility Without Infrastructure - Fabio Pliger 3:30: Don't Block the Loop: Python Async Patterns for AI Agents - Aditya Mehra 4:30: What Python Developers Need to Know About Hardware: A Practical Guide to GPU Memory, Kernel Scheduling, and Execution Models - Santosh Appachu Devanira Poovaiah 5:15: How to Build Your First Real-Time Voice Agent in Python (Without Losing Your Mind) - Camila Hinojosa Añez, Elizabeth Fuentes (And here's how I scraped that as a Markdown list from the schedule page using Claude Code and Rodney.) You should come to PyCon US! I've been going to PyCon for over twenty years now - I first went back in 2005. It's one of my all-time favourite conference series. Even as it's grown to more than 2,000 attendees PyCon US has remained a heavily community-focused conference - it's the least corporate feeling large event I've ever attended. The talks are always great, but it's the add-ons around the talks that really make it work for me. The lightning talks slots are some of the most heavily attended sessions. The PyLadies auction is always deeply entertaining. The sprints are an incredible opportunity to contribute directly to projects that you use, coached by their maintainers. In addition to scheduled talks, the event has open spaces, where anyone can reserve space for a conversation about a topic - effectively PyCon's version of an unconference. I plan to spend a lot of my time in the open spaces this year - I'm hoping to join or instigate sessions about both Datasette and agentic engineering. I'm on the board of the Python Software Foundation, and PyCon US remains one of our most important responsibilities - in the past it's been a key source of funding for the organization, but it's also core to our mission to "promote, protect, and advance the Python programming language, and to support and facilitate the growth of a diverse and international community of Python programmers". If you do come to Long Beach, we'd really appreciate it if you could book accommodation in the official hotel block, for reasons outlined in this post on the PSF blog. Tags: conferences, open-source, pycon, python, ai, psf