High Output AI

What happens when AIs become indistinguishable from humans? Elliot & Tom tackle the question of will we need to prove life in a digital world? Show Notes - Bots beat CAPTCHA results https://qz.com/ai-bots-recaptcha-turing-test-websites-authenticity-1850734350 - On the internet, nobody knows you are human https://www.theverge.com/2023/2/24/23608961/tiktok-creator-bot-accusation-prove-theyre-human - AI detection tools falsely accus international students of cheating https://themarkup.org/machine-learning/2023/08/14/ai-detection-tools-falsely-accuse-international-students-of-cheating Runsheet 00:00 The Fun begins 01:45 The problem of AIs replicating humans and becoming indistinguishable 05:00 Are AIs replicating humans an issue at all? 10:20 Should we have the right to know we are conversing with a human or and AI? 11:30 Do we have a right to know about AI generated content? 17:00 Are AI detectors failing? 23:30 Moving towards a zero trust world, only relying on certain logos and URLs 26:30 Will financial verification be a form of proving life? 28:10 How will creators proving your work is your own? 32:15 Will AI create it's own style attributable it? 34:50 How will social media juggle creative bots vs bad bots? 40:10 How will places deal with autobanning or shadown ban real humans? 43:00 Wrapping up

Dr. Thomas J. Fuchs is the Founder and Chief Scientist at Paige. He is a pioneer in the groundbreaking field of computational pathology, using artificial intelligence to analyze images of tissue samples to identify disease, recommend treatment and predict outcome and was named one of the Top 100 AI Leaders in Drug Discovery and Advanced Healthcare in 2019. He is also the Dean of Artificial Intelligence and Human Health and Co-Director of the Hasso Plattner Institute for Digital Health at the Icahn School of Medicine at Mount Sinai. Show Notes - https://paige.ai/ - https://www.linkedin.com/in/fuchsthom... - https://www.accessdata.fda.gov/cdrh_d... - https://pathsocjournals.onlinelibrary... Runsheet 00:00 Intro to our wonderful guest 01:18 What did rockets and the Mars rover teach Thomas about machine learning? 05:20 Where did the spark for Paige come from? Where is Paige today? 08:00 The AI that makes Paige what it is today? 12:48 Are pre-trained transformers effective in the application of AI in the medical sphere? 15:30 How do deal with data quality and bottlenecks in Paige? 19:00 How does Paige prioritise what AI models to build and what questions to ask? 21:45 What are some of the biggest accelerants for Paige and AI at the moment? 26:30 Where are areas being overlooked in the medical AI field? 31:15 How should a an engineer balance their clinical and technical skill development? 34:00 What are some of the biggest challenges that Paige faces? 38:15 What opportunities do you see to work directly with the patient through Paige? 41:30 What does the next 10 years look like for Paige? 44:30 How do you consider distributing Paige to parts of the world that need it but don’t have the infrastructure? 49:00 How do you keep on top of all the information in your fields? 53:25 Wrapping it up

This week Tom and Elliot talk through the most active VCs in the AI space. Exploring what the big players, the old players and the new players are all doing. ⌚Time Stamps⌚ 00:00 The fun begins 01:00 Where are VCs investing in AI? 04:00 What is the top 5 VCs strategy when it comes to AI? Who are the most active? 22:00 What does the YCombinator cohort look like? 35:00 What are the new AI focussed funds? ⚡Show Notes ⚡ - https://www.sequoiacap.com/our-companies/?_categories=ai-ml&_sort=stage_at_investment-asc - https://www.nea.com/news/press-releases/nea-closes-on-two-funds-totaling-6-2-billion - https://techcrunch.com/2023/05/09/sound-ventures-has-already-plugged-half-its-new-240-million-ai-fund-into-three-companies/ - https://www.ycombinator.com/blog/meet-the-yc-winter-2023-batch 👋CONTACT Any feedback? Leave a comment or hit us on twitter/mastodon @tom_k_white, @[email protected] 👋Come Chat Join our Discord https://discord.gg/YhCTTEF9#podcast #tech #ai #startup

This week Tom and Elliot talk through some active startups using AI in their products. We discuss which ones we would invest in if we could. With so many startups to choose from we had to filter the list. ⌚Time Stamps⌚ 00:00 The fun begins 04:00 Scale-ups building AI 22:20 Early Stage companies building AI 27:00 Early stage companies using AI 44:00 Scale-ups using AI 48:00 What big tech is building and buying ⚡Show Notes ⚡ - https://neeva.com/blog/may-announcement - https://www.askfelix.ai/ - https://www.crunchbase.com/organization/builderai - https://www.hippocraticai.com/ - https://orby.ai - https://gan.ai - https://www.safely-you.com/ - https://www.spellbook.legal - https://www.mosaicml.com/ - https://beta.character.ai/help - https://www.harvey.ai/blog - https://www.deepl.com/en/blog/how-does-deepl-work - https://shield.ai/ 👋CONTACT Any feedback? Leave a comment or hit us on twitter/mastodon @tom_k_white, @[email protected] 👋Come Chat Join our Discord https://discord.gg/YhCTTEF9 #podcast #tech #ai #startup

The US & EU think you can. Tom & Elliot discuss the big question after the US Senate Hearing with Sam Altman. What led us to this point? Can you regulate without killing innovation? Can you regulate something as complex as AI at all? ⌚Time Stamps⌚ 00:00 The fun begins 03:00 What led us to the point of AI regulation? 04:30 Elon Musk calls for regulation back in 2017 08:00 US Senate hearing on AI27:30 The EU AI Act46:15 China releases AI Guidelines53:50 What if we over regulate?55:30 How could you attempt to regulate AI? ⚡Show Notes ⚡ - US Senate Hearing https://www.youtube.com/watch?v=P_ACcQxJIsg - Review of senate hearing by the NYT https://www.nytimes.com/2023/05/16/technology/openai-altman-artificial-intelligence-regulation.html - Stability AI's response https://stability.ai/blog/stability-ai-letter-us-senate-ai-oversight - NIST AI Risk Management Framework https://www.nist.gov/itl/ai-risk-management-framework - The EU AI Act https://www.cnbc.com/2023/05/15/eu-ai-act-europe-takes-aim-at-chatgpt-with-landmark-regulation.html - Some regulation by China https://www.cnbc.com/2023/04/11/china-releases-rules-for-generative-ai-like-chatgpt-after-alibaba-launch.html 👋CONTACT Any feedback? Leave a comment or hit us on twitter/mastodon @tom_k_white, @[email protected] 👋Come Chat Join our Discord https://discord.gg/YhCTTEF9 #podcast #tech #ai #startup

This week we discuss if AI is going to be a product on its own or a feature in every product. What are the ramifications of this for big tech, consumers and AI startups. Enjoy! ⌚Time Stamps⌚ 00:00:00 - Start 00:04:13 - Is AI A Product or a Feature 00:12:17 - The AI Value Chain 00:24:45 - The Need for National AI Capacity 00:38:19 - Are the big tech companies going to win or lose? 👋CONTACT Any feedback? Leave a comment or hit us on twitter/mastodon @tom_k_white, @[email protected] 👋Come Chat Join our Discord https://discord.gg/gAsSnctwCx #podcast #tech #ai #startup

Tom and Elliot talk about open source AI. We discuss where it is today, how Github and Hugging Face have helped shape it and where it's likely to go in the future. ⚡Show Notes⚡ - https://thesequence.substack.com/p/open-source-generative-ai-is-experiencing - https://cognitiverevolution.substack.com/p/openais-foundry-leaked-pricing-says - https://twitter.com/EMostaque/status/1649881019053404163 - https://redmonk.com/jgovernor/2023/04/13/the-great-flowering-why-openai-is-the-new-aws-and-the-new-kingmakers-still-matter/ - https://stability.ai/blog/stability-ai-launches-the-first-of-its-stablelm-suite-of-language-models 👋CONTACT Any feedback? Leave a comment or hit us on twitter/mastodon @tom_k_white, @[email protected] 👋Come Chat Join our Discord https://discord.gg/gAsSnctwCx #podcast #tech #ai #startup

This week Tom and Elliot talk all things Foundation models. Which models are next? Are foundation models the infrastructure layer for AI? Is there room to compete on foundation models? We cover news, deals and papers all focused on this one question. We're trying something new with the format, focusing our chats around a single idea each week. Let us know what you think! ⌚Time Stamps⌚ 00:00 The fun begins 01:20 The New Format 02:45 Are Foundation Models the Future of Artificial Intelligence? 04:00 What is a Foundation Model? What are the characteristics that define a Foundation Model? 08:00 Is GPT-4 a Foundation Model? Examples of current Foundation Models 10:15 Meta's Segment Anything Model - is it a Foundation Model? 18:30 Is Bedrock a genius move by Amazon? 23:45 THe Llama effect 30:45 The future. Are Foundation Models the Future of Artificial Intelligence? ⚡Show Notes⚡ 📰Are Foundation Models the Future of Artificial Intelligence?📰 - Facebook Releases the Segement Anything Model (SAM) https://ai.facebook.com/blog/segment-anything-foundation-model-image-segmentation/ - Amazon announces 'Bedrock,' its ChatGPT and DALL-E rival https://www.businessinsider.com/amazon-bedrock-aws-ai-chatgpt-dall-e-competitor-2023-4 - The LLama Effect: How an Accidental Leak Sparked a Series of Impressive Open Source Alternatives to ChatGPT https://thesequence.substack.com/p/the-llama-effect-how-an-accidental 💲Dealbook💲- - Fixie.ai raises $17m seed round https://blog.fixie.ai/the-future-of-software-development-with-llms-is-here-announcing-fixies-developer-preview-and-17m-cf6fca0c4041 - Chroma raises $18m seed round - Anthropic plans to raise $5b to take on OpenAI https://techcrunch.com/2023/04/06/anthropics-5b-4-year-plan-to-take-on-openai/ ⚡Show Notes⚡ 📰Topic📰 - Facebook Releases the Segement Anything Model (SAM) https://ai.facebook.com/blog/segment-anything-foundation-model-image-segmentation/ - The LLama Effect: How an Accidental Leak Sparked a Series of Impressive Open Source Alternatives to ChatGPT https://thesequence.substack.com/p/the-llama-effect-how-an-accidental - Amazon announces 'Bedrock,' its ChatGPT and DALL-E rival https://www.businessinsider.com/amazon-bedrock-aws-ai-chatgpt-dall-e-competitor-2023-4 💲Dealbook💲 - Fixie.ai raises $17m seed round https://blog.fixie.ai/the-future-of-software-development-with-llms-is-here-announcing-fixies-developer-preview-and-17m-cf6fca0c4041 - Chroma raises $18m seed round - Anthropic plans to raise $5b to take on OpenAI https://techcrunch.com/2023/04/06/anthropics-5b-4-year-plan-to-take-on-openai/\ 👋CONTACT Any feedback? Leave a comment or hit us on twitter/mastodon @tom_k_white, @[email protected] 👋Come Chat Join our Discord https://discord.gg/gAsSnctwCx#podcast #tech #ai #startup

Tom and Elliot talk latest AI news, what deals happened recently, a few new papers and a deep dive into a big topic in the AI world ⌚Time Stamps⌚ 00:00 The fun begins 03:00 News of the week 11:00 Dealbook 20:00 Papers 55:00 Random Lex Friedman & Sam Altman detour 59:00 Signing off ⚡Show Notes⚡ 📰News📰 - The Letter to pause AI development for 6-months https://futureoflife.org/open-letter/pause-giant-ai-experiments 💲Dealbook💲 - Perplexity raises $26.5m https://www.bloomberg.com/news/articles/2023-03-28/ai-search-startup-raises-26-million-to-offer-rival-to-google 📜Papers📜 - HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in HuggingFace https://arxiv.org/abs/2303.17580 - BloombergGPT: A Large Language Model for Finance https://arxiv.org/abs/2303.17564 - DiffCollage: Parallel Generation of Large Content with Diffusion Models https://research.nvidia.com/labs/dir/diffcollage/ - Text2Video-Zero https://huggingface.co/spaces/PAIR/Text2Video-Zero - Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior https://arxiv.org/abs/2303.14184 - GestureDiffuCLIP: Gesture Diffusion Model with CLIP Latents https://arxiv.org/abs/2303.14613 - ChatGPT or Grammarly? Evaluating ChatGPT on Grammatical Error Correction Benchmark https://arxiv.org/abs/2303.13648 👋CONTACT Any feedback? Leave a comment or hit us on twitter/mastodon @tom_k_white, @[email protected] 👋Come Chat Join our Discord https://discord.gg/gAsSnctwCx #podcast #tech #ai #startup

Tom and Elliot talk latest AI news, what deals happened recently, a few new papers and a deep dive into a big topic in the AI world ⌚Time Stamps⌚ 00:00 The fun begins 03:00 GPT-4 Released ⚡Show Notes 📰News📰 - Comparison to GPT-3 https://neoteric.eu/blog/gpt-4-vs-gpt-3-openai-models-comparison/ - Funny overstated GPT-4 tweets https://twitter.com/alvinfoo/status/1634777513787379714 - DuoLingo releases AI https://blog.duolingo.com/duolingo-max/ - Grammarly has introduced GrammarlyGO! https://9to5google.com/2023/03/09/grammarly-ai-generative/?utm_source=substack&utm_medium=email - Tuned to your specific writing style - Google and Microsoft add AI to their office suite https://www.vox.com/technology/2023/3/16/23643806/ai-microsoft-word-powerpoint-office-google-artificial-intelligence-chatgpt-automation-jobs-work & https://www.youtube.com/watch?v=6DaJVZBXETE - Google announces an API for PaLM and MakerSuite - https://developers.googleblog.com/2023/03/announcing-palm-api-and-makersuite.html - US Copyright Office Issues Statement on Copyright and AI - https://www.federalregister.gov/documents/2023/03/16/2023-05321/copyright-registration-guidance-works-containing-material-generated-by-artificial-intelligence - Samsung tries to defend its Moon AI - https://www.samsungmobilepress.com/feature-stories/how-samsung-galaxy-cameras-combine-super-resolution-technologies-with-ai-technology-to-produce-high-quality-images-of-the-moon/ - AI Fools the ATO - https://www.theguardian.com/technology/2023/mar/16/voice-system-used-to-verify-identity-by-centrelink-can-be-fooled-by-ai 💲Dealbook💲 - Adept Raises $350m https://www.reuters.com/technology/adept-raises-350-mln-series-b-funding-2023-03-14/ - Salesforec investment fund https://betakit.com/cohere-among-first-investments-from-salesforces-new-250-million-ai-fund/ - AI version of crappy product Tom & Elliot tried to make https://www.hearth.ai/category - Honestly this looks like rekin + AI - New AI search engine https://you.com/ - Another 300M for Anthropic https://news.crunchbase.com/ai-robotics/anthropic-raise-google/ - Built NYC has released a fund https://www.builtinnyc.com/2023/03/13/nyc-tech-news-031323?utm_source=linkedin - Amelia pulled in $175M https://www.prnewswire.com/news-releases/amelia-announces-175-million-strategic-investment-from-buildgroup-and-monroe-capital-301764483.html - Candidly scored $20.5M https://www.builtinnyc.com/2023/03/08/candidly-gains-20m-student-loan-payments - Humane raises $100m https://techcrunch.com/2023/03/08/humane-the-secretive-ai-startup-founded-by-ex-apple-employees-raises-another-100m/ - South Korea Government to build the world's largest chip center in Seould -? $230b in investment https://edition.cnn.com/2023/03/15/tech/korea-chips-investment-hnk-intl/index.html - UK Government is to invest 900m pound on a supercomdputer as part of their AI strategy https://www.theguardian.com/technology/2023/mar/15/uk-to-invest-900m-in-supercomputer-in-bid-to-build-own-britgpt 👋CONTACT Any feedback? Leave a comment or hit us on twitter/mastodon @tom_k_white, @[email protected] 👋Come Chat Join our Discord https://discord.gg/gAsSnctwCx #podcast #tech #ai #startup Cover art generated by Midjourney.