📆 ThursdAI - August 1st - Meta SAM 2 for video, Gemini 1.5 is king now?, GPT-4o Voice is here (for some), new Stability, Apple Intelligence also here & more AI news
Description
Starting Monday, Apple released iOS 18.1 with Apple Intelligence, then Meta dropped SAM-2 (Segment Anything Model) and then Google first open sourced Gemma 2B and now (just literally 2 hours ago, during the live show) released Gemini 1.5 0801 experimental that takes #1 on LMsys arena across multiple categories, to top it all off we also got a new SOTA image diffusion model called FLUX.1 from ex-stability folks and their new Black Forest Lab.
This week on the show, we had Joseph & Piotr Skalski from Roboflow, talk in depth about Segment Anything, and as the absolute experts on this topic (Skalski is our returning vision expert), it was an incredible deep dive into the importance dedicated vision models (not VLMs).
We also had Lukas Atkins & Fernando Neto from Arcee AI talk to use about their new DistillKit and explain model Distillation in detail & finally we had Cristiano Giardina who is one of the lucky few that got access to OpenAI advanced voice mode + his new friend GPT-4o came on the show as well!
Honestly, how can one keep up with all this? by reading ThursdAI of course, that's how but ⚠️ buckle up, this is going to be a BIG one (I think over 4.5K words, will mark this as the longest newsletter I penned, I'm sorry, maybe read this one on 2x? 😂)
[ Chapters ]
00:00 Introduction to the Hosts and Their Work
01:22 Special Guests Introduction: Piotr Skalski and Joseph Nelson
04:12 Segment Anything 2: Overview and Capabilities
15:33 Deep Dive: Applications and Technical Details of SAM2
19:47 Combining SAM2 with Other Models
36:16 Open Source AI: Importance and Future Directions
39:59 Introduction to Distillation and DistillKit
41:19 Introduction to DistilKit and Synthetic Data
41:41 Distillation Techniques and Benefits
44:10 Introducing Fernando and Distillation Basics
44:49 Deep Dive into Distillation Process
50:37 Open Source Contributions and Community Involvement
52:04 ThursdAI Show Introduction and This Week's Buzz
53:12 Weights & Biases New Course and San Francisco Meetup
55:17 OpenAI's Advanced Voice Mode and Cristiano's Experience
01:08:04 SearchGPT Release and Comparison with Perplexity
01:11:37 Apple Intelligence Release and On-Device AI Capabilities
01:22:30 Apple Intelligence and Local AI
01:22:44 Breaking News: Black Forest Labs Emerges
01:24:00 Exploring the New Flux Models
01:25:54 Open Source Diffusion Models
01:30:50 LLM Course and Free Resources
01:32:26 FastHTML and Python Development
01:33:26 Friend.com: Always-On Listening Device
01:41:16 Google Gemini 1.5 Pro Takes the Lead
01:48:45 GitHub Models: A New Era
01:50:01 Concluding Thoughts and Farewell
Show Notes & Links
* Open Source LLMs
* Meta gives SAM-2 - segment anything with one shot + video capability! (X, Blog, DEMO)
* Google open sources Gemma 2 2.6B (Blog, HF)
* MTEB Arena launching on HF - Embeddings head to head (HF)
* Arcee AI announces DistillKit - (X, Blog, Github)
* AI Art & Diffusion & 3D
* Black Forest Labs - FLUX new SOTA diffusion models (X, Blog, Try It)
* Midjourney 6.1 update - greater realism + potential Grok integration (X)
* Big CO LLMs + APIs
* Google updates Gemini 1.5 Pro with 0801 release and is #1 on LMsys arena (X)
* OpenAI started alpha GPT-4o voice mode (examples)
* OpenAI releases SearchGPT (Blog, Comparison w/ PPXL)
* Apple releases beta of iOS 18.1 with Apple Intelligence (X, hands on, Intents )
* Apple released a technical paper of apple intelligence
* This weeks Buzz
* AI Salons in SF + New Weave course for WandB featuring yours truly!
* Vision & Video
* Runway ML adds Gen -3 image to video and makes it 7x faster (X)
* Tools & Hardware
* Avi announces friend.com
* Jeremy Howard releases FastHTML (Site, Video)
* Applied LLM course from Hamel dropped all videos
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