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Using AI

By: Alex Denne Rafie Faruq and Alex Papadopoulos Korfiatis
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  • Summary

  • We discuss how people are using AI daily, including as an ML Research Scientist, Founder and Growth Marketer at Genie AI, as well as in our personal lives. We (Alex Papadopoulos Korfiatis, Rafie Faruq, Nitish Mutha, Tom Wright and Alex Denne) discuss the new tools released by artificial intelligence companies like Open AI, Anthropic, Meta, xAI, Nvidia, Stable Diffusion, Midjourney, Google, Apple, chatgpt, voice, chatbots, dall-e, gpt-4, midjourney, c3, ai tools, LLMs, transformer models, NLG, AGI, and Deepmind. Also available on Youtube: https://www.youtube.com/channel/UCHsQu4IipA7Ri2AqKcQZ1
    Alex Denne, Rafie Faruq and Alex Papadopoulos Korfiatis
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Episodes
  • Product Management + AI

    Product Management + AI
    Feb 15 2024
    The role and impact of AI in product management and design with Rafie Faruq, CEO and Product Manager, and Nitish Mutha, CTO and Product Designer. Watch Using AI on the Genie AI YouTube channel (and see our AI-generated background images each week, and any screen shares of tools we tried): https://www.youtube.com/@genieai We discuss: AI in Product Management, Influence of AI on design, Knowledge based jobs, Automation of low-value work, AI in discovery phase, AI in design brainstorming, Exploration with AI, Avoidance of personal bias with AI, AI in Graphic design, AI in User Research, tagging user interviews with AI, AI in graphics creation, AI for UI wireframes, AI tools for low level tasks, AI for quick templating and filling content, AI in image/video editing, Genie AI Links: - Galileo AI - https://www.usegalileo.ai/explore - Canva’s AI features - https://www.canva.com/newsroom/news/using-canva-ai/ Links to follow guests / the show / Genie - Rafie on Linkedin - https://www.linkedin.com/in/rfaruq/ - Nitish on Linkedin - https://www.linkedin.com/in/nitishmutha/ - Alex D on Linkedin - https://www.linkedin.com/in/alexdenne/ - Alex P on Linkedin - https://www.linkedin.com/in/alex-papadopoulos-korfiatis/ Contact the show: Genie AI on Linkedin - https://www.linkedin.com/company/genie-ai Genie AI on Twitter - https://twitter.com/genieai Sign up for a free Genie account here: https://www.genieai.co/ Genie AI Careers Page (We are hiring AI roles) - https://www.genieai.co/careers --- Send in a voice message: https://podcasters.spotify.com/pod/show/using-ai/message
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    41 mins
  • Multilingual AI + AI for Translation

    Multilingual AI + AI for Translation
    Feb 8 2024

    Rafie is back! In this episode, we delve into Multilingual AI and AI-enabled translation services, machine learning translation techniques, and we discuss and compare translation tools such as Google AutoML, GPT-4, Marian NMT, DeepL, Welocalize, Llama 2, Mistral and BLOOM

    Furthermore, we discuss the potential and impact of multilingual AI for global startups (the andreesen horowitz view is that the company of the future is 'default global').


    06:00 - Machine Translation vs LLMs

    16:10 - Where GPT-4 and LLMs perform badly

    29:10 - Mistral Model Weights Leak


    We discuss: Multilingual AI, Machine Translation, Parallel Data, Marian NMT, DeepL, Welocalize, WMT, GPT-4, Translating Prompts, Multilingual Utterances, Localization, Prompt Pipelines, GPT-5, Bloom, Parameters, Mistral, LLMs, MT Engines, Token use


    Links:

    - https://marian-nmt.github.io/

    - https://www.deepl.com/en/translator

    - https://www.welocalize.com/do-llms-or-mt-engines-perform-translation-better/

    - https://machinetranslate.org/wmt

    - https://machinetranslate.org/wmt23#czech--ukrainian

    - https://mistral.ai/news/mixtral-of-experts/

    - https://cloud.google.com/translate

    - https://www.reddit.com/r/MachineLearning/comments/1452ziq/d_llms_in_languages_other_than_english/

    - https://instruct-multilingual-frontend-dtjnk4f6ra-ue.a.run.app/

    - https://heidloff.net/article/llm-languages-german/

    - https://www.theverge.com/2022/11/2/23434360/google-1000-languages-initiative-ai-llm-research-project

    - https://www.theverge.com/2022/7/6/23194241/meta-facebook-ai-universal-translation-project-no-language-left-behind-open-source-model


    We mentioned as a possible example the idea of translating vs locally-generating a French employment contract in France. This was in relation to our AI legaltech startup https://www.genieai.co


    **Watch Using AI on YouTube (and see our daft AI-generated background images)**: https://www.youtube.com/@genieai


    **Share the show with friends and family using the all-platforms show link here:** https://podcasters.spotify.com/pod/show/using-ai


    Please follow the show, and leave us a review when you get a chance!


    Thanks,


    Alex, Alex and Rafie

    --- Send in a voice message: https://podcasters.spotify.com/pod/show/using-ai/message
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    37 mins
  • Perplexity + Nemo vs OpenAI

    Perplexity + Nemo vs OpenAI
    Feb 1 2024

    Two more notable mentions in our AI market leaders series: Perplexity makes a name for itself by aggregating famous models from major entities like Google, Mistral, Anthropic, and OpenAI, posing a new alternative to giants like ChatGPT and Google search. NVIDIA's Nemo is a model-building toolkit that allows on-premise AI deployment and is hidden behind an NDA while in early access.


    We discuss: Perplexity, Rabbit R1, NVIDIA's Nemo, Artificial Intelligence, Large Language Models, Chatbots, Google Search, E-commerce, Machine Learning, AI Hardware, On-premise Deployment, Open AI, ChatGPT


    Links:

    - TechTarget News on Perplexity's Funding https://www.techtarget.com/searchenterpriseai/news/366565352/Perplexity-AI-secures-736-million-more-for-AI-search


    - Perplexity's Official Website https://www.perplexity.ai/


    - NVIDIA's Nemo Developer Page https://developer.nvidia.com/nemo-llm-service-early-access


    - 75 Nemo Models on Hugging Face Model Hub https://huggingface.co/models?sort=trending&search=nemo


    **Watch Using AI on YouTube (and see our daft AI-generated background images)**:

    https://www.youtube.com/channel/UCHsQu4IipA7Ri2AqKcQZ1Yw

    --- Send in a voice message: https://podcasters.spotify.com/pod/show/using-ai/message
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    19 mins
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