Matt Wallace, Tech CTO, covers innovation in AI with an eye on interesting takes for executives, entrepreneurs, and software engineers.
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AI Everyday - #26 - GPT4-o, faster, cheaper, and more cool OpenAI Updates
8:17
8:17
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Matt Wallace talks about the latest OpenAI announcements regarding the release of GPT-4, its improved speed, cost, and performance compared to other AI models. He explores features like Elo ratings, real-time interactions, and potential applications in coding and vision processing. He also mentions the upcoming release of a desktop app and the free…
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AI Everyday - #25 - Can you believe THIS?! Gemini 1m token context & OpenAI Sora
8:18
8:18
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Matt talks about the big things this week - Gemini 1.5 Pro with 1m token context, and OpenAI text-to-video model Sora, which is generating incredible high-quality videos up to 1 minute long.By Matthew Wallace
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7 wild updates from this week in about 8 minutes. #AI moving at crazy speed!By Matthew Wallace
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AI Everyday #23 - Hands on & discussion on vLLM - high speed inference engine
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6:03
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Hands on and discussion around vLLM, high performance inference engine supporting continuous batching and paged attention.By Matthew Wallace
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AI Everyday #22 - BootPIG: DreamBooth-worthy image modification without fine-tuning
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Matt reviews bootpig, a paper/model that provides DreamBooth-style modification of images without fine tuning.By Matthew Wallace
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AI Everyday #21 - Phind, a CodeLlama fine-tune, beating GPT4 at HumanEval
10:30
10:30
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Matt discusses his results from testing Phind-CodeLlama-34B-v2, which beat the GPT-4 zero-shot HumanEval test by a good margin.By Matthew Wallace
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AI Everyday - #20 - Llama2, GPTQ Quantization, and Text-Generation-Webui
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Matt discusses Llama2 with GPTQ quantization, which is much more powerful than previous methods of quantizing model weights, and demos text-generation-webui.By Matthew Wallace
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AI Everyday - #19 - Giving ChatGPT root on Linux
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7:30
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Matt gives ChatGPT access to root on a Linux box. It can read and write files and run commands. He tells it to give itself long term memory, and it installs weaviate as a vector db. What's next?!By Matthew Wallace
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AI Everyday - #18 - Deceptive headlines for interesting studies
8:34
8:34
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Matt discusses the paper "How Is ChatGPT’s Behavior Changing over Time?" and the crazy headlines resulting from its publication, that are misleading a lot of folks.By Matthew Wallace
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Discussing Llama 2 - where does it stack up, and what does it mean for open LLMs?By Matthew Wallace
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AI Everyday - #16 - ChatGPT Code Sandbox w/ Many Examples
29:12
29:12
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On this episode, Matt reviews the ChatGPT Code Sandbox, which just rolled out to ChatGPT Plus subscribers. He goes through a half dozen example use cases from bulk text analytics of PDFs to rapidly adding to a flask app.By Matthew Wallace
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AI Everyday - #15 - Databricks Acquires MosaicML, new LLM atop the HF leaderboard, and resources
9:06
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Matt discusses databricks acquisition of MosaicML, the new Falcon-40B model atop the HF OSS LLM leaderboard, and some resources.By Matthew Wallace
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AI Everyday #14 - Hands on With a Simple Langchain Map-Reduce Example
12:28
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In this episode of AI Everyday, Matt reviews some code and output from a simple Langchain application that uses 2 prompts in a map-reduce chain to digest 3+ hours of podcast transcripts into pages of high-level notes, then digest those notes to 20 bullets.By Matthew Wallace
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AI Everyday #13 - ChatGPT Functions, Plug-ins, and the AI-ification of things
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Matt discusses ChatGPT Functions, their relationship to plugins on the chatgpt web service, and how functions in the API can be used as a hack to get the GPT API to constrain its output to a tightly fixed format.By Matthew Wallace
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AI Everyday #12 - NVDA Blowout and the Future of AI
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16:18
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Matt discusses nVidia blowing up after raising expectations a ton, and about the future of AI in general. It's longer, but it's a must-hear.By Matthew Wallace
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AI Everyday #11 - Emergent Behavior and Multi-Step Problem Solving in AI Consuming Apps
6:56
6:56
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Matt discusses a paper quantifying emergent behaviors in LLMs, and looking at Microsoft CodeT and how it applies to general use of LLMs at an app layer.By Matthew Wallace
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AI Everyday - #10 - AutoGPT and Quick Updates
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AutoGPT, Dolly v2, AWS Bedrock, VicunaBy Matthew Wallace
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AI Everyday #9 - We just invented an 8-bit Matrix v0.1!
7:25
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In this podcast, Matt discusses an incredible paper from Stanford that introduces a tiny virtual world with 25 generative agents that can come up with realistic behavior. The agents use GPT as a brain and have short-term and long-term memory. They converse with each other and propagate information, changing their intent. The implications for simula…
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AI Everday #8 - Meta's Segment Anything Model
4:52
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Matt plays around and demonstrates meta's new Segment Anything model, which can zero-shot segment just about anything in an image.By Matthew Wallace, CTO
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AI Everyday #7 - Prompt Chaining vs ChatGPT Plugins - what/why?
5:26
5:26
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We compare prompt chaining, with an introduction to langchain.ai, and why that vs a plugin.By Matthew Wallace, CTO
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We review 5 LLMs in 5 minutes, plus an LLM Directory. For the visuals, as we look at representative websites, check out the YouTube version: https://www.youtube.com/watch?v=1WN47vFWI4Q&list=PL3y876l-nINjAq1kFO7DOZd1AiKDWhaWT&index=1By Matthew Wallace, CTO
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We cover token distillation, using ChatGPT 3.5 to reduce the tokens of a previous response, which should be extremely useful when paying for more expensive APIs like ChatGPT-4 To see the screen, check the youtube version: https://www.youtube.com/watch?v=VxEVvVUnPLk&list=PL3y876l-nINjAq1kFO7DOZd1AiKDWhaWT&index=2…
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AI Everyday - #4 - Is this the AI Renaissance, or AI Early Days?
4:47
4:47
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In this I look at whether this is the early days of AI or some significant plateau. For evidence, we look at both a technical piece of evidence on training performance, as well as a recent announcement from Databricks to try to answer the questionBy Matthew Wallace, CTO
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AI Everyday - #3 - ChatGPT v Google Bard Grudge Match
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A Friday fun-day light-hearted bake-off between Google Bard and ChatGPT, playing with some prompts.By Matthew Wallace, CTO
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AI Everyday #1 - Matt recaps the keynote from nVidia GTC.By Matthew
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AI Everyday - #2: ChatGPT Plugins announced!
5:13
5:13
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AI Everyday #2 - Matt discusses OpenAI announcing the ChatGPT Plugin architecture.By Matthew
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