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Emad Mostaque: How generative AI will unlock humanity's potential | CogX Festival 2023
In the true Tech transformation opening keynote, Emad Mostaque will discuss the benefits of generative AI including driving innovation, unlocking creativity, productivity, and efficiency - leading to a bright future if we harness AI’s potential responsibly. Featuring: Emad Mostaque - Founder & CEO - Stability AI --------------------- CogX - The World’s Biggest Festival of AI and Transformational Tech “How do we get the next 10 years right?”: The CogX Festival started in 2017 to focus attention on the rising impact of AI on Industry, Government and Society, a subject which has never been higher on the global agenda. Over 6...
Multi Agent AutoGen and Group Chat implementations step by step walkthrough
We will take a look at the Multi Agent and group chat interactions with AutoGen library by Microsoft. how we can use it to easily create agent interactions with OpenAI's GPT-4. We will also learn about how to set llm config, and set up Docker for safe execution of code blocks and function calling. Code files are available to download for free at Patreon: https://www.patreon.com/posts/90335447 GPT-4 research assistant repo: https://github.com/echohive42/GPT-4-Research-assistant AutoGen introduction video: https://youtu.be/WnBCPG-ZdLk Voice controlled Auto AGI with swarm and multi self launch capabilities: https://youtu.be/zErt3Tp7srY Auto AGI original video: https://youtu.be/jTC-6kBOfn8 Auto AGI original source code: https://www.patreon.com/posts/87530987 Search 180+ echohive...
Leak shows human-level AI achieved. Here's the evidence. + Tesla bot, DALL·E 3, Pi.
AI's stunning new skills. To learn AI, visit: https://brilliant.org/digitalengine where you'll also find loads of fun courses on maths, science and computer science. AI robots, with Max Tegmark, Dario Amodei, Emad Mostaque, Tesla bot, Ameca, Digit, Pi AI, GPT-4. Thanks to Brilliant for sponsoring this video. Theory of mind may have spontaneously emerged in large language models. https://www.gsb.stanford.edu/faculty-research/working-papers/theory-mind-may-have-spontaneously-emerged-large-language-models Letter signed by 1500 professors (and thousands of other experts) https://futureoflife.org/open-letter/pause-giant-ai-experiments/ Statement on the risk from the leaders of AI firms: https://www.safe.ai/statement-on-ai-risk 1.5m people take Turing test. https://arxiv.org/abs/2305.20010 RT-2: New model translates vision and language into action https://www.deepmind.com/blog/rt-2-new-model-translates-vision-and-language-into-action?utm_source=twitter&utm_medium=social&utm_campaign=rt2 Embodied AI: Bridging the...
DAWN OF LMMs 🔥 Microsoft puts GPT Vision to test... Final AI Agents Puzzle Piece?
Get on my daily AI newsletter 🔥 https://natural20.beehiiv.com/subscribe [News, Research and Tutorials on AI] See more at: https://natural20.com/ The Paper: https://arxiv.org/abs/2309.17421 My AI Playlist: https://www.youtube.com/playlist?list=PLb1th0f6y4XROkUAwkYhcHb7OY9yoGGZH [TIMELINE] [00:00] Intro [02:22] Abstract [03:53] Accounting [04:44] Attention to Detail [06:23] Image Recognition Across Domains [08:53] Medical Reasoning [11:23] Making Coffee + Embodied Agents [12:54] Industry, Manufacturing and QA [17:11] Graphical User Interface Navigation [26:24] Understanding Video, Emotions and Aethetics [29:10] Analyzing Dash Cam Footage [30:48] Improving AI Image Prompts [32:42] Visual Poitnting [37:51] Charts, Languages, Memes and Clues. [51:23] Final Points 2023-10-08T00:42:03Z1280 https://www.youtube.com/embed/-aV9Ud-pYxQ
Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution (Paper Explained)
#ai #promptengineering #evolution Promptbreeder is a self-improving self-referential system for automated prompt engineering. Give it a task description and a dataset, and it will automatically come up with appropriate prompts for the task. This is achieved by an evolutionary algorithm where not only the prompts, but also the mutation-prompts are improved over time in a population-based, diversity-focused approach. OUTLINE: 0:00 - Introduction 2:10 - From manual to automated prompt engineering 10:40 - How does Promptbreeder work? 21:30 - Mutation operators 36:00 - Experimental Results 38:05 - A walk through the appendix Paper: https://arxiv.org/abs/2309.16797 Abstract: Popular prompt strategies like Chain-of-Thought Prompting...