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1:03:46EN
20VC with Harry Stebbings· 2024년 9월 4일팟캐스트 · 2명Zico Kolter on AI Safety, Scaling and the Limits of Open Models게스트 Zico Kolter · 진행자 Harry StebbingsThe Carnegie Mellon researcher and OpenAI board member explains why prompt injection worries him, how he thinks about open weights, and why AI progress remains uncertain.AI SafetyPrompt injectionOpen-weight models+2
42:59EN
No Priors: AI, Machine Learning, Tech, & Startups· 2024년 8월 29일팟캐스트 · 2명AWS Is a $100 Billion Cloud. Matt Garman Still Sees a 10x Migration Ahead진행자 Sarah Guo, Elad GilAmazon Web Services’ new CEO tells No Priors why 85 percent of workloads are still on-prem, how Bedrock was built from three bets, and why startups remain the company’s growth engine.인프라와 배포엔터프라이즈 AIAI Strategy+3
1:00EN
Matthew Berman· 2024년 8월 16일Grok-2 Beta and the FLUX.1 Image ModelMatthew Berman · Forward FutureMatthew Berman discusses xAI's 2024 Grok-2 beta, its earlier leaderboard alias and a partnership with Black Forest Labs on image generation.Generative mediaFoundation ModelsOpen-weight models
39:18EN
Sequoia Capital· 2024년 8월 13일팟캐스트Open and Closed Will Tie at the Same Size: PyTorch's Former Lead on Fast InferenceA six-month library swap at Meta became a five-year rebuild. Lin Qiao wants the rest of the industry to get that stack in five weeks.인프라와 배포Inference파인튜닝+3
슬라이드 5장11:34EN
Matthew Berman· 2024년 8월 1일Testing Mistral Large 2: Coding, Reasoning and Safety in 2024Matthew Berman · Forward FutureMatthew Berman tests Mistral’s 123-billion-parameter model with small coding tasks, logic puzzles and ethical hypotheticals. The results are promising but narrowly scoped.Foundation Models평가(Evals)Open-weight models+2
42:08EN
Sequoia Capital· 2024년 7월 30일팟캐스트Meta Trained a 405B Teacher on 16,000 GPUs — Then Told the World to Distill ItTwo days after Llama 3.1 405B shipped, Meta's generative-AI product lead walks Sequoia through why the most expensive model in the family is free, and why he thinks the frontier itself is heading toward commodity.오픈소스와 커뮤니티Open-weight modelsDistillation+3
슬라이드 3장13:40EN
Matthew Berman· 2024년 7월 29일Testing Llama 3.1 8B: Benchmark Gains and Mixed Practical ResultsMatthew Berman · Forward FutureMatthew Berman tests coding, reasoning and other prompts on the small model and finds several failures despite stronger reported benchmarks.Open-weight models평가(Evals)모델과 학습+1
44:08EN
Matthew Berman· 2024년 7월 25일Mark Zuckerberg on Llama 3.1, Open Models and Meta’s AI StrategyMatthew Berman, Mark Zuckerberg · Forward FutureMatthew Berman reacts to Zuckerberg’s 2024 interview on open-weight AI, safety, platform control and a future of personalized agents.Open-weight modelsAI StrategyAI Safety+2
슬라이드 5장10:02EN
Matthew Berman· 2024년 7월 24일Testing Llama 3.1 405B on Coding, Arithmetic and ReasoningMatthew Berman · Forward FutureMatthew Berman tries Meta's 2024 open-weight model on an informal set of prompts and demonstrates a sponsored dataset workflow.Open-weight models모델과 학습평가(Evals)+1
0:58EN
Matthew Berman· 2024년 7월 23일Meta Releases Llama 3.1 and Its 405B ModelMatthew Berman · Forward FutureMatthew Berman argues that Meta's open-weight Llama 3.1 puts pressure on proprietary AI providers, while its license and deployment costs add important qualifications.Open-weight modelsFoundation ModelsAI Strategy
슬라이드 4장15:50EN
Matthew Berman· 2024년 7월 23일Llama 3.1: Meta’s 405B Model and the Open-Weight EcosystemMatthew Berman · Forward FutureMatthew Berman reviews Meta’s July 2024 release, the smaller models, reported benchmarks, synthetic data and the proposed Llama Stack.Open-weight models모델과 학습Benchmarks+2
슬라이드 6장15:16EN
Matthew Berman· 2024년 7월 19일AI News in July 2024: Small Models, Robot Hands and a Self-Charging DroneMatthew Berman · Forward FutureMatthew Berman reviews model announcements, creative demonstrations, AI education and training-data concerns in a snapshot of one week in 2024.AI researchRoboticsOpen-weight models+2
슬라이드 6장11:30EN
Matthew Berman· 2024년 7월 11일Testing Google Gemma 2 27B: Coding, Reasoning and FormattingMatthew Berman · Forward FutureMatthew Berman runs an informal 2024 test of Google’s open-weight model on cloud hardware supplied by sponsor Vultr.Open-weight modelsBenchmarksReasoning & test-time compute+1
슬라이드 6장18:57EN
Matthew Berman· 2024년 7월 9일AI News in July 2024: Small Models, Voice Tools and OpenAI SecurityMatthew Berman, Andrej Karpathy · Forward FutureMatthew Berman reviews AI product announcements, model evaluation and security reporting, and shares his predictions about the future of computing.AI research모델과 학습AI security+2
슬라이드 6장11:20EN
Matthew Berman· 2024년 7월 1일Matthew Berman Adapts Mixture of Agents to Groq InferenceMatthew Berman · Forward FutureA 2024 tutorial changes an open-source multi-model ensemble to use Groq, then tests its interactive output and fixes a streaming error.Multi-agent systemsAgent orchestrationInference+1
1:54:01EN
Cognitive Revolution "How AI Changes Everything"· 2024년 6월 26일팟캐스트A Tiny Network Grew a Salt Crystal the Training Data Never Showed진행자 Nathan LabenzTim Duignan trained tens of thousands of parameters on salt water. The model invented a crystal — and a continuum solvent theory he had spent a PhD failing to write by hand.모델과 학습AI for science머신러닝 기초+3
슬라이드 3장16:06EN
Matthew Berman· 2024년 6월 18일AI News: Video Generation, Apple Intelligence, Robotics and DeepSeek Coder V2Matthew Berman · Forward FutureMatthew Berman reviews a week of launches and research, from Luma and Runway to NVIDIA, robotics and coding models.Generative mediaRoboticsOpen-weight models+1
슬라이드 6장17:03EN
Matthew Berman· 2024년 6월 8일Qwen2 0.5B and 72B: A Hands-On ComparisonMatthew Berman · Forward FutureMatthew Berman tests coding, arithmetic and reasoning prompts on the smallest and largest Qwen2 models in a 2024 demonstration.Open-weight modelsBenchmarksLocal inference+2
슬라이드 3장14:25EN
Matthew Berman· 2024년 6월 2일Testing Phi-3 Vision, LLaVA-Llama 3 and GPT-4o on ImagesMatthew Berman · Forward FutureMatthew Berman compares three 2024 vision setups on image descriptions, screenshots, a meme and table extraction, with mixed results.비전과 영상Multimodal AIOpen-weight models+2
슬라이드 4장9:53EN
Matthew Berman· 2024년 5월 28일Testing Microsoft Phi-3 Medium Locally: Mixed Coding and Reasoning ResultsMatthew Berman · Forward FutureMatthew Berman runs a quantized Phi-3 Medium on a MacBook and explores coding, arithmetic and reasoning prompts.Open-weight modelsLocal inferenceBenchmarks+1
슬라이드 2장12:50EN
Matthew Berman· 2024년 5월 22일Testing Smaug: Hosted 70B Versus a Smaller Local ModelMatthew Berman · Forward FutureMatthew Berman compares two Smaug configurations on Snake, math and reasoning puzzles.Open-weight models평가(Evals)모델과 학습
슬라이드 7장25:07EN
Matthew Berman· 2024년 5월 14일Google I/O 2024: Gemini, Project Astra and AI Across Google’s ProductsSundar Pichai, Josh Woodward, Demis Hassabis · GoogleA guided look at Google’s 2024 demonstrations, from multimodal assistants and generative media to Workspace, Android and developer models.GeminiMultimodal AIAI agents+2
51:00EN
20VC with Harry Stebbings· 2024년 4월 29일팟캐스트 · 2명Arthur Mensch on Mistral’s Open Models, Compute and Developer Strategy게스트 Arthur Mensch · 진행자 Harry StebbingsThe Mistral AI co-founder explains the company’s mix of open and commercial models, its compute constraints and its bet on efficient developer tools.Foundation ModelsOpen-weight modelsAI cost & performance+2
슬라이드 7장21:47EN
Matthew Berman· 2024년 4월 24일Phi-3 Mini: Microsoft’s Small Model, Phone Deployment and an Uncertain Local TestMatthew Berman · Forward FutureMatthew Berman reviews Microsoft’s 2024 technical report and runs informal prompts, with an unresolved model label in the demonstration.Local inference모델과 학습Benchmarks+1
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