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Jeff Dean — Person Summaries

AI-powered summaries of 10 videos about Jeff Dean.

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Google's New AI Is Smarter Than Everyone's But It Costs HALF as Much. Here's Why They Don't Care.

AI News & Strategy Daily | Nate B Jones · 3 min read

Gemini 3.1 Pro signals a strategic shift in AI: Google is optimizing for “pure reasoning” at frontier quality and at a price that makes that...

Gemini 3.1 ProARC AGI2Model Routing

Gemini 1.5 Pro for Video Analysis

Sam Witteveen · 2 min read

Gemini 1.5 Pro can extract highly specific information from a long video—down to approximate timestamps for when key topics appear—making video-based...

Video AnalysisGemini 1.5 ProLong Context Window

Mistral 8x7B Part 1- So What is a Mixture of Experts Model?

Sam Witteveen · 2 min read

Mistral’s newly released “8x7B” model is a Mixture of Experts (MoE) system: eight separate expert networks, each roughly the size of Mistral 7B, are...

Mixture of ExpertsGating NetworksMistral 8x7B

Vicuna - 90% of ChatGPT quality by using a new dataset?

Sam Witteveen · 3 min read

Vicuna is being positioned as an open-source-style chat model that delivers roughly “90% of ChatGPT quality” by fine-tuning a LLaMa base model on...

VicunaLLaMa Fine-TuningShareGPT Dataset

Gemini 2.0 Flash Thinking

Sam Witteveen · 3 min read

Google has released an experimental Gemini 2.0 Flash model branded “Gemini 2.0 Flash Thinking,” notable for exposing full reasoning traces...

Gemini 2.0 Flash ThinkingChain of Thought TracesTest-Time Compute

Googles Attempt to take on Open AI

MattVidPro · 3 min read

Google’s Gemini 1.5 Pro is positioned as a direct leap in long-context, multimodal AI—capable of handling up to a 1 million token context window and...

Gemini 1.5 ProLong ContextMultimodal AI

Distributed Representations of Words and Phrases and their Compositionality

arXiv (Cornell University) · 2013 · 18,083 citations · 5 min read

This paper asks how to efficiently learn high-quality distributed vector representations for words and phrases, and whether these representations...

PaperNatural language processingRepresentation learningWord embeddings

Caught Distilling from Claude?

Sam Witteveen · 3 min read

A fresh wave of allegations claims Chinese AI labs are running large-scale “distillation attacks” to copy capabilities from Claude—using fleets of...

Distillation AttacksClaudeReinforcement Learning

Lecture 04: Data Management (FSDL 2022)

The Full Stack · 3 min read

Data management is the hidden driver of machine-learning performance: spending far more time on data than on models—especially on dataset quality,...

Data ExplorationStorage ArchitectureSQL And Data Frames

Masterclass: Knowledge Graphs & Massive Language Models — The Future of AI, RelationalAI | KGC 2023

The Knowledge Graph Conference · 3 min read

Conversational AI is being treated as a new “computer for humans,” but the practical breakthrough isn’t that it behaves like people—it’s that it can...

Instructable ComputersTransformer Language ModelsRLHF Alignment