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From API to AGI: Structured Outputs, OpenAI API platform and O1 Q&A — with Michelle Pokrass & OpenAI Devrel + Strawberry team
Our episode on all of OpenAI's new models and 2 new paradigms for inference.
2:02:58
Efficiency is Coming: 3000x Faster, Cheaper, Better AI Inference from Hardware Improvements, Quantization, and Synthetic Data Distillation
NVIDIA, Convai, and Google's Nyla Worker on the brutally efficient drivers of production AI inference - where we've been, and where LLMs are likely to…
1
1:05:18

August 2024

Why you should write your own LLM benchmarks — with Nicholas Carlini, Google DeepMind
Stealing OpenAI models, why LLM benchmarks are useless for you, how to find value in using AI, and how they poisoned LAION with expired domains
1:10:05
Is finetuning GPT4o worth it? — with Alistair Pullen, Cosine (Genie)
How Cosine Genie reached 50% on SWE-Bench Lite, 30% on the full SWE-Bench, and 44% on OpenAI's new SWE-Bench Verified, all state of the art results by…
2
1:05:19
AI Magic: Shipping 1000s of successful products with no managers and a team of 12 — Jeremy Howard of Answer.ai
Why Answer is a PBC, going from QLoRA to QDoRA, updating BERT for 2025, creating FastHTML, predicting the OpenAI governance crisis, and a preview of the…
58:56
Segment Anything 2: Demo-first Model Development
Don't bother keeping absolutely still: This vision model has memory now! Covering SAM 2 with Nikhila Ravi of Facebook AI Research, and special returning…
2
1:03:29
The Winds of AI Winter (Q2 Four Wars Recap) + ChatGPT Voice Mode Preview
Celebrating 1m downloads! Discussing the Frontier Labs vibe shift between Claude 3.5, Llama 3.1, Apple Intelligence, and the expansion of RAG/Ops into…
1
1:55:00

July 2024

Llama 2, 3 & 4: Synthetic Data, RLHF, Agents on the path to Open Source AGI
Llama 2 lead and Llama 3 post-training lead Thomas Scialom of Meta/FAIR, on the Chinchilla trap, why Synthetic Data and RLHF works, and how Llama4's…
2
1:05:06
The Winds of AI Winter
Mar-Jun 2024 Recap: People are raising doubts about AI Summer. Here's why AI Engineers are the solution.
2
Benchmarks 201: Why Leaderboards > Arenas >> LLM-as-Judge
Clémentine Fourier of HuggingFace on why you should stop using LLMs as Judges, what comes after MMLU, how prompts formatting sways benchmark results…
58:28
The 10,000x Yolo Researcher Metagame — with Yi Tay of Reka
Becoming PaLM2 co-lead at Google Brain, training frontier LLMs entirely from ground up in the wilderness as a startup, and playing the AI research…
1:44:38

June 2024

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