Open Questions for AI Engineering: Simon Willison
Recapping the past year in AI, and what open questions are worth pursuing in the next year! Covering local models, transparency, tool usage, prompt injection. Please will SOMEBODY solve these??
Recorded live in San Francisco at the AI Engineer Summit 2023. See the full schedule of talks at https://ai.engineer/summit/schedule & join us at the AI Engineer World's Fair in 2024! Get your tickets today at https://ai.engineer/worlds-fair
About Simon
Simon Willison is the creator of Datasette, an open source tool for exploring and publishing data. He currently works full-time building open source …
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AI Engineer Summit 2023 — DAY 1 Livestream
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AI Engineer Summit 2023 — DAY 2 Livestream
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Principles for Prompt Engineering - Karina Nguyen (Claude Instant @ Anthropic)
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Announcing the AI Engineer Network: Benjamin Dunphy
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The 1,000x AI Engineer: Swyx
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Building AI For All: Amjad Masad & Michele Catasta
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The Future of Work: Toran Bruce Richards, Silen Naihin et al
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The Age of the Agent: Flo Crivello
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See, Hear, Speak, Draw: Logan Kilpatrick & Simón Fishman
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Building Context-Aware Reasoning Applications with LangChain and LangSmith: Harrison Chase
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Pydantic is all you need: Jason Liu
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Building Blocks for LLM Systems & Products: Eugene Yan
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The Intelligent Interface: Sam Whitmore & Jason Yuan of New Computer
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Climbing the Ladder of Abstraction: Amelia Wattenberger
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Supabase Vector: The Postgres Vector database: Paul Copplestone
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[Workshop] AI Engineering 101
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The Hidden Life of Embeddings: Linus Lee
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[Workshop] AI Engineering 201: Inference
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The AI Pivot: With Chris White of Prefect & Bryan Bischof of Hex
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The AI Evolution: Mario Rodriguez, GitHub
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Move Fast Break Nothing: Dedy Kredo
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AI Engineering 201: The Rest of the Owl
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Building Reactive AI Apps: Matt Welsh
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Pragmatic AI with TypeChat: Daniel Rosenwasser
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Domain adaptation and fine-tuning for domain-specific LLMs: Abi Aryan
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Retrieval Augmented Generation in the Wild: Anton Troynikov
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Building Production-Ready RAG Applications: Jerry Liu
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120k players in a week: Lessons from the first viral CLIP app: Joseph Nelson
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The Weekend AI Engineer: Hassan El Mghari
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Harnessing the Power of LLMs Locally: Mithun Hunsur
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Trust, but Verify: Shreya Rajpal
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Open Questions for AI Engineering: Simon Willison
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Storyteller: Building Multi-modal Apps with TS & ModelFusion - Lars Grammel, PhD
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GPT Web App Generator - 10,000 apps created in a month: Matija Sosic
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Using AI to Build an Infinite Game: Jeff Schomay
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How to Become an AI Engineer from a Fullstack Background - Reid Mayo
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The Code AI Maturity Model and What It Means For You: Ado Kukic
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AI Engineer World’s Fair 2024 - Open Models track
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AI Engineer World’s Fair 2024 — Keynotes & CodeGen Track
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AI Engineer World’s Fair 2024 - Open Models track
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AI Engineer World’s Fair 2024 — GPUs & Inference Track
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AI Engineer World’s Fair 2024 - Keynotes & Multimodality track
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From Text to Vision to Voice Exploring Multimodality with Open AI: Romain Huet
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The Making of Devin by Cognition AI: Scott Wu
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The Future of Knowledge Assistants: Jerry Liu
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Llamafile: bringing AI to the masses with fast CPU inference: Stephen Hood and Justine Tunney
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Open Challenges for AI Engineering: Simon Willison
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Lessons From A Year Building With LLMs
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From Software Developer to AI Engineer: Antje Barth
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Unlocking Developer Productivity across CPU and GPU with MAX: Chris Lattner
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Copilots Everywhere: Thomas Dohmke and Eugene Yan
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Fixing bugs in Gemma, Llama, & Phi 3: Daniel Han
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Low Level Technicals of LLMs: Daniel Han
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Emergence Launch: AI Agents and the future enterprise: Dr. Satya Nitta
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How Codeium Breaks Through the Ceiling for Retrieval: Kevin Hou
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What's new from Anthropic and what's next: Alex Albert
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Using agents to build an agent company: Joao Moura
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Decoding the Decoder LLM without de code: Ishan Anand
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Running AI Application in Minutes w/ AI Templates: Gabriela de Queiroz, Pamela Fox, Harald Kirschner
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Building with Anthropic Claude: Prompt Workshop with Zack Witten
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DeepCamp AI