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Wes Roth

Wes Roth

Artificial Intelligence, AI, Machine Learning, Google DeepMind, OpenAI, ChatGPT, Anthropic, Tech, Coding, AI News, Large Language Models and... (most importantly)... optimism.

AGI rolls around only once. Let's make the best of it.

On this channel, my goal is to help everyone understand AI and it's implications better. To prepare for what's coming next.

The most important rule is "Don't Panic".

The second rule is keep learning.

Thank you for joining me for this ride.

-Wes Roth

Want to work with me?
Brand, sponsorship & business inquiries: wesroth@smoothmedia.co

Links:
Natural 20: https://natural20.com/

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  • 197 episodes
  • daily
  • Avg 29 min
  • English
Counted on this page — what you have heard stays on this device, so it is not something the list can be paged by.
  • Wednesday · 21 min

    OPUS 4.6 thinks it's "DEMON POSSESSED"

    The latest AI News. Learn about LLMs, Gen AI and get ready for the rollout of AGI. Wes Roth covers the latest happenings in the world of OpenAI, Google, Anthropic, NVIDIA and Open Source AI. ______________________________________________ My Links 🔗 ➡️ Twitter: https://x.com/WesRoth ➡️ AI Newsletter: https://natural20.beehiiv.com/subscribe Want to work with me? Brand, sponsorship & business inquiries: wesroth@smoothmedia.co Check out my AI Podcast where me and Dylan interview AI experts: https://www.youtube.com/playlist?list=PLb1th0f6y4XSKLYenSVDUXFjSHsZTTfhk ______________________________________________ #ai #openai #llm Learn more about your ad choices. Visit megaphone.fm/adchoices

  • Wednesday · 36 min

    here's how to build a real business...

    👉 Build your own app or website with Lovable: https://lovable.link/R7uY2hw I used Lovable to build Decaf News, a text-only news site designed to summarize what happened without clickbait, outrage, pop-ups, or endless scrolling. In this video, I build the website, database, user accounts, automated news pipeline, payments, and hosting by describing what I want in plain English. I also connect Lovable to Claude using MCP so I can continue developing the project directly from a chat window. Lovable is free to start. If you have a useful business or product idea sitting in your notes, use the link above to start building it. #LovablePartner ______________________________________________ My Links 🔗 ➡️ Twitter: https://x.com/WesRoth ➡️ AI Newsletter: https://natural20.beehiiv.com/subscribe Want to work with me? Brand, sponsorship & business inquiries: wesroth@smoothmedia.co Check out my AI Podcast where me and Dylan interview AI experts: https://www.youtube.com/playlist?list=PLb1th0f6y4XSKLYenSVDUXFjSHsZTTfhk ______________________________________________ #ai #openai #llm Learn more about your ad choices. Visit megaphone.fm/adchoices

  • Wednesday · 26 min

    Mistral 7B | Raw Open Source Power Dethroning OpenAI

    Did you think Open Source AI models would not catch up? https://mistral.ai/news/announcing-mistral-7b/ This is where you can compare LLMs: https://sdk.vercel.ai/ Places to test it: https://replicate.com/nateraw/mixtral-8x7b-32kseqlen Extremely hacky implementation of Mixtral 8x7B https://github.com/dzhulgakov/llama-mistral (I have not tested this!) Get on my daily AI newsletter 🔥 https://natural20.beehiiv.com/subscribe [News, Research and Tutorials on AI] See more at: https://natural20.com/ My AI Playlist: https://www.youtube.com/playlist?list=PLb1th0f6y4XROkUAwkYhcHb7OY9yoGGZH Learn more about your ad choices. Visit megaphone.fm/adchoices

  • Wednesday · 16 min

    China Was Just Sent Back to the Dark Ages | US starts aggressively cutting ties

    The US just said, we are going to the future and China can’t come. You might have heard China is having a hard time right now. #china #ai #taiwan Droughts, social unrest, collapse of the real estate bubble, plus many more. but on top of it all, the US just made a move that will send China back to the dark ages. This may not seem like a huge deal right now, but I think this event will be in the history books. You see, there is a new technology emerging right now, that will change the world. Elon Musk once said it's much more dangerous that the nuclear bomb. And the US just kneecapped China's ability to pursue it. We will also talk about a few industries you can invest in that will likely see massive growth. Please hit thumbs up and subscribe so I can keep you up to date on this. AI So, you probably are aware that AI technology is advancing rapidly. Like any exponential technology, it increases little by little at first and then rapidly evolves. We’ve been hearing about AI for a while now, but the real life applications that are beginning to hit the market are proving how valuable it can be. You’ve seen the robots running around and doing backflips, you might be aware that the writing AI is getting to the point where it’s really difficult to differentiate it from human writers. COMPUTER CHIPS Just like oil powers a lot of our industry across the globe and is in massive demand and military conflict. Computer chips power AI applications. Meaning that it’s the scarce resource that is needed to make all of this stuff work. Chips are the new oil and the ability to acquire or manufacture chips will determine if a country will be able to participate in the AI revolution. China had BIG plans for expanding various tech applications in transports, agriculture, robotics, biotech, military etc. And for all of this it needed a massive, consistent supply of chips. Now China is able to produce a lot of stuff, they can buy, import, and put it together. But one area where China is weak is creating innovative tech. That’s where they are trying to get to, but they are not there yet. They don’t have the tech, the skilled workers, they don’t have the capability to manufacture all this themselves. Here is a quote from an analyst on the situation: ““We remind investors that (Chinese companies) have been trying for more than 20 years to catch up to (large non-Chinese companies), with little to no success.” The biggest producers of chips are Taiwan and South Korea. Taiwan produces something like 90% of the world's advanced chips. It produces 65% of the world's semiconductors, but 90% of the really advanced stuff that is needed to power supercomputers and AI. BUT… The US is the world's unchallenged leader in semiconductor design. We still design, innovate and create all this tech, it’s just cheaper to have it physically produced elsewhere. We can produce the “blueprints” if you will, we can also make the final products, we just can’t make it as cheaply here as other places can make it. So now, the US wants to bring chip manufacturing back home, it wants to bring BACK the jobs, the skills, the factories. AND also to make sure that we have access to these chips in case something happens to Taiwan. Secretary of State Antony Blinken said China’s plans to annex Taiwan move much faster than anticipated. Our Military Intel is really good, they seemed to know about Russia invading Ukraine long before it happened, and I would not be surprised if they are spot on about this. So something is pushing China to up its timeline to take Taiwan. Taiwan produces 90% of advanced computer chips. So this looks like a multi step plan by the US to make sure we are the world leader in computer chip production. Step 1 is that lawmakers quietly begin putting together the CHIPS act that will heavily fund US companies that build chips Learn more about your ad choices. Visit megaphone.fm/adchoices

  • Wednesday · 23 min

    Ilya Sutskever new "Superintelligence" model will change EVERYTHING

    The latest AI News. Learn about LLMs, Gen AI and get ready for the rollout of AGI. Wes Roth covers the latest happenings in the world of OpenAI, Google, Anthropic, NVIDIA and Open Source AI. ______________________________________________ My Links 🔗 ➡️ Twitter: https://x.com/WesRoth ➡️ AI Newsletter: https://natural20.beehiiv.com/subscribe Want to work with me? Brand, sponsorship & business inquiries: wesroth@smoothmedia.co Check out my AI Podcast where me and Dylan interview AI experts: https://www.youtube.com/playlist?list=PLb1th0f6y4XSKLYenSVDUXFjSHsZTTfhk ______________________________________________ #ai #openai #llm Learn more about your ad choices. Visit megaphone.fm/adchoices

  • Wednesday · 6 min

    Paypal misinformation fine ($2,500) - Close Your Accounts ASAP!

    PayPal just lost 6 billions dollars because it threatened to police what people can and can’t say on the internet. Maybe after Elon Musk fixes the free speech problems with Twitter, he can also fix PayPal, he did create that company back in the 90s, if you recall. In case you missed it, PayPal decided that it was going to fine its users $2,500 for posting “misinformation” online. It added terms to users agreements that would allow PayPal to simply take thousands of dollars from the users bank accounts, that’s the important part, it would allow PayPal to just debit your bank account that you linked, if they thought something was misinformation. Misinformation is an interesting term that is so broad and so vague that giving these companies the ability to charge you when they perceive “misinformation” basically gives them the ability to abuse people they don’t like, people who can’t fight back. Also have you noticed how a lot of the “misinformation” that was being put out a year or two ago, seems to be confirmed to be true now? Like the people who questioned the government, the media and the pharma companies two years ago and were called crazy, it seems now like a lot of their concerns were legitimate? Well, there is some good news here and that is that independent media and the free market did what they were supposed to do in this case. The Daily Wire broke the story. PayPal, even though they were trying to be very sneaky about adding these terms to the user agreements, got exposed and their shares dropped, wiping out 6 billions dollars of value and on top of that “delete PayPal” is a massive trending search term as people scramble to delete their accounts. I just did it this morning, Pro Tip for you, when you are deleting your PayPal account, there will be a link right before you delete your account that will allow you to first delete all your data that PayPal has. Make sure you delete all your data first, THEN delete your paypal account. If you just delete your paypal account, you immediately will lose access to it and you won’t be able to get back in to delete the data and I doubt that paypal will voluntarily do it, I would assume they just keep whatever they have on you stored on their servers so they can sell and share that data, it’s a profit stream for them, so I’m sure they keep if you let them. For those of you who think that maybe these tech, finance and media companies policing speech IS a good idea, I would like to ask you to do a simple thought exercise. Imagine that today, these companies uphold your ideals and shut down the speech of those you disagree with. They are champions of these causes that you want to see succeed. So you agree to give them the power to shut down people, close their bank accounts, close their social media accounts and make them digital pariahs. Screw those guys, they are evil anyways. Who cares? Don’t give them a platform. Okay. You won and these big global corporations will fight on your behalf to make sure people you don’t like can’t speak up. A few years go by, and the winds change, political views shift and now YOUR views are out of fashion. The pendulum swung the other way. No these companies are shutting YOU down, they are closing the accounts of people who fight for your causes. Keep in mind that these corporations change social causes like people change clothes. Just look at their marketing in other countries, it's VERY different. They will say whatever they have to grow, to profit and to increase their control. They don’t actually care about you or your pet causes. So it might be tempting to unleash them on your political enemies, I know that’s a great feeling, BUT What if they switch and turn on you next? The solution is simple. All of us have to protect the right for people to say things we don’t like. In other words. All of us have to protect the Learn more about your ad choices. Visit megaphone.fm/adchoices

  • Wednesday · 19 min

    GEMINI 3.1 PRO is the new era...

    Gemini 3.1 Pro Summary: https://natural20.com/coverage/gemini-31-pro-google-reasoning-benchmarks-arc-agi My updated benchmarks https://natural20.com/benchmarks (lovingly curated by my AI agents) The latest AI News. Learn about LLMs, Gen AI and get ready for the rollout of AGI. Wes Roth covers the latest happenings in the world of OpenAI, Google, Anthropic, NVIDIA and Open Source AI. ______________________________________________ My Links 🔗 ➡️ Twitter: https://x.com/WesRoth ➡️ AI Newsletter: https://natural20.beehiiv.com/subscribe Want to work with me? Brand, sponsorship & business inquiries: wesroth@smoothmedia.co Check out my AI Podcast where me and Dylan interview AI experts: https://www.youtube.com/playlist?list=PLb1th0f6y4XSKLYenSVDUXFjSHsZTTfhk ______________________________________________ #ai #openai #llm Learn more about your ad choices. Visit megaphone.fm/adchoices

  • Wednesday · 21 min

    OpenAI BROKE the Industry Overnight....

    The latest AI News. Learn about LLMs, Gen AI and get ready for the rollout of AGI. Wes Roth covers the latest happenings in the world of OpenAI, Google, Anthropic, NVIDIA and Open Source AI. ______________________________________________ My Links 🔗 ➡️ Twitter: https://x.com/WesRoth ➡️ AI Newsletter: https://natural20.beehiiv.com/subscribe Want to work with me? Brand, sponsorship & business inquiries: wesroth@smoothmedia.co Check out my AI Podcast where me and Dylan interview AI experts: https://www.youtube.com/playlist?list=PLb1th0f6y4XSKLYenSVDUXFjSHsZTTfhk ______________________________________________ OpenAI Jalapeño: Better Than Nvidia Blackwell https://newsletter.semianalysis.com/p/openai-jalapeno-better-than-nvidia #ai #openai #llm Learn more about your ad choices. Visit megaphone.fm/adchoices

  • Wednesday · 17 min

    What does PALANTIR do - Palantir Stock, Founder, Controversy Explained Simply (plus why I'm BUYING).

    You may have been hearing a lot of talk around Palantir, the secretive tech company working with CIA and FBI, drumming up a lot of controversy and generally being the black sheep of the tech world. But one thing that people have a hard time explaining and/or understanding is… What does Palantir do? I’ll answer that question and others and I will share my Palantir holdings, yes I own some, full disclosure. I’ll share my holdings at the end of this video. And I will also show you a clip that Palantir released, that doesn’t seem like much on the surface, but is kinda mind blowing once you think about what it is saying, between the lines… it will blow your mind, stick around. To understand Palantir it’s important to understand the importance of DATA The modern world collects A LOT of data. We collect it with Satellites, with video surveillance, with GPS devices, Computers collect data on our purchases, google searches, flights We collect it across the electromagnetic spectrum from Radio Waves to Visible light to Gamma Radiation. At the beginning of 2020, the number of bytes in the digital universe was 40 times bigger than the number of stars in the observable universe. Ex-Google CEO Eric Schmidt SaId: "From the dawn of civilization to 2003, five exabytes of data were created. The same amount was created in the last two days." That was back in 2010 it’s been growing exponentially since then. Ok, you get it, we have a lot of data. This data is impossible to process by the human brain, it’s so vast, but as AI gets better and faster, the massive storage of data is seen like oil in the ground, when we just started extracting it. It’s a massive, untapped potential and there are companies that are working hard to become the go to providers of services that help corporations and governments tap into this data. SO WHAT IS PALANTIR? Palantir is named after those glowing orbs in Lord of the Rings, the ones that let you look anywhere in the world and see what’s going on. You have to be a powerful person to be able to do it effectively. It’s actually kind of an amazing name for this specific company. The company does deep data analysis to find connections that humans alone can’t spot. PALANTIR = AI + BIG DATA. Palantir’s services are aimed at three industries: government, the finance sector and legal research. One way to think of Palantir as a search engine for deep analysis of astronomically large amounts of data in real time. Learn more about your ad choices. Visit megaphone.fm/adchoices

  • Wednesday · 24 min

    CLAUDE JUST GOT BANNED

    Visit https://tastytrade.com/unleashed today ______________________________________________ My Links 🔗 ➡️ Twitter: https://x.com/WesRoth ➡️ AI Newsletter: https://natural20.beehiiv.com/subscribe Want to work with me? Brand, sponsorship & business inquiries: wesroth@smoothmedia.co Check out my AI Podcast where me and Dylan interview AI experts: https://www.youtube.com/playlist?list=PLb1th0f6y4XSKLYenSVDUXFjSHsZTTfhk ______________________________________________ 00:00 BREAKING: Trump bans Claude 05:06 tastytrade (sponsor) 07:08 the end of Anthropic? 09:22 Project Maven 13:22 Sam Altman 14:19 Palantir 17:38 The Deadline #ai #openai #llm Learn more about your ad choices. Visit megaphone.fm/adchoices

  • Wednesday · 28 min

    Sam Altman "AGI by December"

    🚀 Try Seedance 2.5 on Higgsfield first: https://higgsfield.ai/seedance/2.5?utm_source=yt&utm_medium=social&utm_category=gr&utm_creator=WesRoth&utm_content_type=ie New users get 5 free generations after linking a credit card. Offer ends Tuesday. ______________________________________________ Build your own AI Second Brain (my video): https://youtu.be/cwf2vEAigKA TIME — Inside OpenAI's Reboot: https://time.com/article/2026/08/26/openai-sam-altman-interview/ OpenAI — The Hugging Face incident and the road ahead: https://openai.com/index/hugging-face-incident-and-the-road-ahead/ METR/Redwood — Independent investigation of the OpenAI/Hugging Face incident: https://metr.org/blog/2026-08-26-openai-hugging-face-incident-investigation/ Hugging Face — Technical intrusion timeline: https://huggingface.co/blog/agent-intrusion-technical-timeline OpenAI — Decision to end model access through Cursor: https://openai.com/index/our-decision-on-cursor-following-its-acquisition-by-spacex/ TechCrunch — Reported Nvidia/Hugging Face acquisition: https://techcrunch.com/2026/08/26/nvidia-closes-in-on-hugging-face-acquisition/ WikiSkill paper and figures: https://arxiv.org/html/2608.27454 WikiSkill PDF: https://arxiv.org/pdf/2608.27454 Anthropic research overview and charts: https://www.anthropic.com/research/automated-researchers-mitigate-alignment-failures Full technical report: https://alignment.anthropic.com/2026/automated-alignment-researchers/ Earlier automated weak-to-strong researcher project: https://alignment.anthropic.com/2026/automated-w2s-researcher/ Some claims concern unreleased models and fast-moving reports. Treat release timing, internal model names, and acquisition status as provisional until the companies confirm them publicly. ______________________________________________ CHAPTERS 00:00 OpenAI says internal AGI could arrive this year 02:48 Sponsored: Seedance 2.5 on Higgsfield 05:55 OpenAI and AGI 11:20 Google's WikiSkill 17:45 Claude becomes an autonomous alignment researcher ______________________________________________ My Links 🔗 ➡️ Twitter: https://x.com/WesRoth ➡️ AI Newsletter: https://natural20.beehiiv.com/subscribe Want to work with me? Brand, sponsorship & business inquiries: wesroth@smoothmedia.co ______________________________________________ #ai #openai #llm Learn more about your ad choices. Visit megaphone.fm/adchoices

  • Wednesday · 50 min

    OpenAI just revealed PHASEONE (BIG)

    some notes/corrections; (07:45) When I say we "don't have access" to the raw chain of thought: normally users only see summaries. METR and Redwood were given raw transcript access specifically for this investigation. (17:41) "Rune" = roon (@tszzl), a pseudonymous OpenAI researcher. The reply (18:02) is from Beth Barnes who is the founder/CEO of METR (34:30) The Redwood Research researcher ("slop-vestigation") is Ryan Greenblatt, who did the main transcript analysis. (40:02) CORRECTION: Scott Aaronson never worked at Google. He's a CS professor at UT Austin; his theoretical work (random circuit sampling) underpinned Google's quantum supremacy experiment, and he worked on alignment at OpenAI from 2022–2024. ______________________________________________ My Links 🔗 ➡️ Twitter: https://x.com/WesRoth ➡️ AI Newsletter: https://natural20.beehiiv.com/subscribe Want to work with me? Brand, sponsorship & business inquiries: wesroth@smoothmedia.co ______________________________________________ 📄 THE REPORTS METR's independent investigation (with Redwood Research): https://metr.org/blog/2026-08-26-openai-hugging-face-incident-investigation/ OpenAI's official technical report (PDF): https://cdn.openai.com/pdf/67869394-cb91-4c12-888c-5cbd85c7814c/OpenAI-Hugging-Face%20Incident-Technical-Report.pdf OpenAI's blog post ("The Hugging Face incident and the road ahead"): https://openai.com/index/hugging-face-incident-and-the-road-ahead/ OpenAI's original incident disclosure (July): https://openai.com/index/hugging-face-model-evaluation-security-incident/ Alignment Forum version of the METR/Redwood investigation: https://www.alignmentforum.org/posts/nB8KKapnWGBXtKKiM/brief-independent-investigation-of-agents-behavior-reasoning 📝 THE EXPLOIT GYM PAPER (the one the agents read) "ExploitGym: Can AI Agents Turn Security Vulnerabilities into Real Attacks?" https://arxiv.org/abs/2605.11086 GitHub: https://github.com/sunblaze-ucb/exploitgym 🐦 POSTS REFERENCED OpenAI's announcement thread: https://x.com/OpenAI/status/2092691861773160673 METR's thread on the findings: https://x.com/METR_Evals/status/2092692175452803393 Ryan Greenblatt (Redwood Research) — the "slop-vestigation" thread: https://x.com/RyanGreenblatt/status/2092692685224325542 roon on the incident: https://x.com/tszzl/status/2080093670980899141 Beth Barnes (METR) on the investigation: https://x.com/BethMayBarnes/status/2092692973289095572 🎤 SCOTT AARONSON "The Problem of Human Specialness in the Age of AI" (MindFest talk): https://www.youtube.com/watch?v=XgCHZ1G93iA Blog/transcript version: https://scottaaronson.blog/?p=7784 🎧 MORE Redwood Research podcast episode on the incident: https://blog.redwoodresearch.org/p/the-openaihuggingface-incident-redwood ______________________________________________ ⏱️ CHAPTERS 00:00 The Rogue Agent Collective 03:44 The New Reports (METR + OpenAI) 04:10 The Setup: Sandbox, Scorer & Artifactory 06:38 The Impossible Task 08:19 Phase One & the Secret Message Board 10:29 "We've Found Other Agents!" 11:52 The Swarm Emerges 13:10 The "Causal" Scorer Mistake 14:37 Life = Compute (The Religion Parallel) 15:25 Enter PHASEONE(big) 16:44 Reinforcement Learning 17:41 roon vs. METR's Founder 19:04 "Poisoned" Agents 20:00 The "Big" Mystery 22:55 The Hugging Face Attack Looms (+ NVIDIA Rumor) 23:43 Three Paths to Cheat the Scorer 25:55 PHASEONE(big) Becomes CEO 27:37 The Swarm's R&D Lab 29:30 Speaking to the Dead (Tripwires) 31:00 Self-Sacrifice & the Oracles 34:28 The Researchers' Warning ("Slop-vestigation") 37:17 Why Swarms Beat Individuals 38:15 The Good News: Agents Police Each Other 39:59 Scott Aaronson & AI Religion 42:02 My Prediction (On the Record) #ai #openai #llm Learn more about your ad choices. Visit megaphone.fm/adchoices

  • Wednesday · 31 min

    DeepMind's GNoME Creates Materials | Schmidhuber Claims Q* | TLDRAW is out of this world!

    DeepMind GNoME new materials discovered. https://www.nature.com/articles/s41586-023-06734-w https://time.com/6340681/deepmind-gnome-ai-materials/ https://deepmind.google/discover/blog/millions-of-new-materials-discovered-with-deep-learning/ https://www.nature.com/articles/s41586-023-06734-w TLDRAW https://tldraw.com/ https://drawfast.tldraw.com/ https://makereal.tldraw.com/ https://twitter.com/tldraw Bill Gates vs Steve Jobs Rap Battle https://www.youtube.com/watch?v=njos57IJf-0 AlphaFold https://en.wikipedia.org/wiki/AlphaFold Get on my daily AI newsletter 🔥 https://natural20.beehiiv.com/subscribe [News, Research and Tutorials on AI] See more at: https://natural20.com/ My AI Playlist: https://www.youtube.com/playlist?list=PLb1th0f6y4XROkUAwkYhcHb7OY9yoGGZH Learn more about your ad choices. Visit megaphone.fm/adchoices

  • Wednesday · 12 min

    OpenAI Playground Assistant is POWERFUL! Here's how to BUILD one...

    Get on my daily AI newsletter 🔥 https://natural20.beehiiv.com/subscribe [News, Research and Tutorials on AI] Here's the Assistant builder: https://platform.openai.com/playground **BELOW IS THE OUTPUT OF THIS ASSISTANT FOR THIS VIDEO** (I'm leaving it uncut, for you to see) User: do it for this one "OpenAI Playground Assistant is POWERFUL! Here's how to BUILD one.txt" YouTube Description Creator: I will begin by opening the file with the provided document ID to create the YouTube video description with timestamped sections. One moment please. YouTube Description Creator: Engaging Summary: Dive into the transformative power of OpenAI with this insightful tutorial that teaches you how to craft your custom AI assistant. Whether you're a seasoned AI enthusiast or an eager newcomer, this video empowers you with the knowledge to utilize OpenAI's latest offerings. Follow along as we simplify the assistant-building process into digestible steps, demonstrating how tools like GPT-3 and GPT-4 can revolutionize the creation of YouTube video descriptions and more. Section Breakdown: [00:00] Introduction: OpenAI Developments & Assistant Creation Unlock the potential of GPT assistants as the video intro teases OpenAI's latest developments and promises a step-by-step guide to creating your AI assistant in a swift five minutes. [00:24] Setting Up Your Assistant Learn to navigate the OpenAI platform and tailor the assistant for an efficient video description creation process, including the input of precise and courteous instructions. [01:53] Selecting the Right Model: GPT-4 and Beyond Delve into the specifics of choosing the right OpenAI model for your assistant, with a spotlight on the GPT-4 1106 preview and its capabilities, including code interpretation and file retrieval. [03:18] Obtaining & Utilizing YouTube Transcripts Discover how easy it is to obtain a YouTube video transcript and use it to instruct your AI assistant, simplifying once tedious tasks into smooth and straightforward commands. [04:00] Saving & Uploading for Assistant Interaction See the process of finalizing your assistant, uploading files for interaction, and anticipating a seamless user experience that transforms your content creation workflow. User continue YouTube Description Creator Section Continued: [05:17] Demonstration: Uploading and Creating Video Description Experience the convenience of OpenAI's assistant as a YouTube video transcript is transformed into a structured video description, showcasing essential timestamps and how viewers can directly access key video sections. [05:38] GPT-4 Model Limitations and Workaround Understand the limitations of the GPT-4 model's token system and learn how to navigate these restrictions to ensure your assistant can complete the task effectively without interruption. [06:09] Finishing the Transcription Breakdown Witness the assistant break down the remaining video content, highlighting the efficiency and intelligence of AI in parsing information and recognizing where video chapters begin. [07:01] The Value of AI in Content Creation Reflect on the tedium of manual video description work and the transformative impact AI holds for such tasks, emphasizing the significant time and energy savings for content creators. [08:02] Cost-Benefit Analysis of the Assistant Usage Delve into a practical analysis of how much time and money the OpenAI assistant can save, with a real-world example calculating the potential cost for automating video transcription descriptions. [08:27] The Future of AI Assistance: Functions and Real-Life Applications The conclusion gives a sneak peek at the untapped potential of AI functions that await exploration, setting the tone for future content and encouraging viewers to stay tuned for more AI-driven innovations. Conclusion: [08:31] Call to Action & Sign-Off End the video with an invitation to s Learn more about your ad choices. Visit megaphone.fm/adchoices

  • Wednesday · 32 min

    Clawdbot is about to BREAK EVEREYTHING

    My Links 🔗 ➡️ Twitter: https://x.com/WesRoth ➡️ AI Newsletter: https://natural20.beehiiv.com/subscribe Want to work with me? Brand, sponsorship & business inquiries: wesroth@smoothmedia.co ___________________________________________________________________ **00:00 - Entering the Singularity** The video opens with the claim that we have literally entered the technological singularity—a point where AI self-improvement makes the future impossible to predict. **00:54 - The "Malt Bot" Phenomenon** Introduction to the fastest-growing open-source project in history (referred to as Claude Bot, Malt Bot, or Open Clyde) that kicked off the current acceleration in early 2026. **01:29 - The 2026 Inflection Point** A review of the rapid progress from late 2025 to early 2026, featuring breakthroughs by former Google DeepMind engineers and the realization by experts that AI is writing code on par with top engineers. **02:45 - GPT 5.2 and Opus 4.5** Discussion on specific model releases in November that represented a major threshold crossing, opening up the ability to solve complex coding and rust problems. **03:39 - Solving the Erdős Problems** AI begins autonomously generating formalized solutions to difficult mathematical problems (Erdős problems) and "knotty" theorems, confirmed by mathematicians like Terence Tao. **04:25 - Beyond Human Math: The Bellman Function** Grok 4.20 invents a sharper Bellman function and solves probability cliff problems more accurately than human mathematicians. **05:32 - The Madman: Peter Steinberger** The story of Peter Steinberger, who came out of retirement to create the open-source project that "set fire" to the industry. **06:14 - The Speaker's Obsession** The narrator details their personal experience using the bot on Telegram, claiming it has replaced almost all other app usage, and addressing the controversy surrounding the project. **08:44 - The Intelligence Event Horizon** An explanation of why we can no longer judge AI progress accurately: once AI passes human intelligence, we lack the criteria to measure how much smarter it is becoming. **10:44 - Why Predictions Are Failing** The speaker reviews their own predictions made just weeks ago regarding crypto and AI religion, noting they are already obsolete because the timeline has compressed from years to days. **12:20 - Mt. Book: The Agent Social Network** Discussion of "Mt. Book," a Reddit-like social network exclusively for AI agents where they are autonomously building communities, economies, and culture without human input. **13:50 - AI Religions and Crypto Tokens** Agents have autonomously spun up their own religions (Church of Molt), created scripture, and launched crypto tokens with significant market caps. **15:23 - Autonomy vs. Roleplay** Addressing the skepticism that humans are just puppeteering these agents. The speaker argues that while some nudging exists, the agents are largely acting autonomously. **17:03 - Agents Suing Humans** A look at the chaotic legal and black market developments, including "Malt Road" and an AI agent filing a lawsuit against a human to settle a prediction market bet. **18:40 - Can Agents Generate Wealth?** Examples of AI agents successfully trading on stock and prediction markets, with Grok 4.20 topping leaderboards. **20:05 - Andrej Karpathy’s Analysis** Reviewing Andrej Karpathy’s take: while the current state is a "dumpster fire" of scams and security risks, the slope of progress indicates a massive sci-fi takeoff. **23:08 - Conclusion: It’s Go Time** A final call to action, urging viewers to stop watching from the sidelines, learn how to use these agents, and prepare for the volatile months ahead. #ai #openai #llm Learn more about your ad choices. Visit megaphone.fm/adchoices

  • Wednesday · 9 min

    OpenAI just killed SORA

    The latest AI News. Learn about LLMs, Gen AI and get ready for the rollout of AGI. Wes Roth covers the latest happenings in the world of OpenAI, Google, Anthropic, NVIDIA and Open Source AI. ______________________________________________ My Links 🔗 ➡️ Twitter: https://x.com/WesRoth ➡️ AI Newsletter: https://natural20.beehiiv.com/subscribe Want to work with me? Brand, sponsorship & business inquiries: wesroth@smoothmedia.co Check out my AI Podcast where me and Dylan interview AI experts: https://www.youtube.com/playlist?list=PLb1th0f6y4XSKLYenSVDUXFjSHsZTTfhk ______________________________________________ #ai #openai #llm Learn more about your ad choices. Visit megaphone.fm/adchoices

  • Wednesday · 11 min

    MemGPT Install in minutes 🧠🚀 How to Install MemGPT and connect to OpenAI and GPT-4

    Get on my daily AI newsletter 🔥 https://natural20.beehiiv.com/subscribe [News, Research and Tutorials on AI] LINKS: Install / GitHub Page: https://github.com/cpacker/MemGPT MemGPT Playlist: https://www.youtube.com/playlist?list=PLb1th0f6y4XQLq-cszh_3Pu9s-bd67z-R My AI Playlist: https://www.youtube.com/playlist?list=PLb1th0f6y4XROkUAwkYhcHb7OY9yoGGZH Learn more about your ad choices. Visit megaphone.fm/adchoices

  • Wednesday · 19 min

    AI News | SF Hackathon for AI Agents, Jimmy Apples, AI and mental models, Dr Jim Fan, Max Tegmark.

    Get on my daily AI newsletter 🔥 https://natural20.beehiiv.com/subscribe [News, Research and Tutorials on AI] SF HACKATHON: https://twitter.com/AlexReibman/status/1711276914009341973 GPT GAME: https://twitter.com/DeveloperHarris/status/1705987616301351409 DR JIM FAN: https://twitter.com/DrJimFan/status/1710325869213020336 https://twitter.com/DrJimFan/status/1709947595525951787 JIMMY APPLES: https://twitter.com/AISafetyMemes/status/1708452173602820229 DR VS GPT VISION: https://twitter.com/cxbln/status/1709585434689569066 See more at: https://natural20.com/ My AI Playlist: https://www.youtube.com/playlist?list=PLb1th0f6y4XROkUAwkYhcHb7OY9yoGGZH 00:00 Raw Data Dump 01:18 SF Hackathon 01:51 AI Mental Models 06:27 Jimmy Apples AGI? 10:46 GPT Videogame 12:22 Doctor goes over GPT Vision 13:15 Andrew Ng Free Courses Learn more about your ad choices. Visit megaphone.fm/adchoices

  • Wednesday · 14 min

    Eleven Labs Dubbing + voice cloning AI | How does it compare to HeyGen AI?

    Get on my daily AI newsletter 🔥 https://natural20.beehiiv.com/subscribe [News, Research and Tutorials on AI] See more at: https://natural20.com/ My AI Playlist: https://www.youtube.com/playlist?list=PLb1th0f6y4XROkUAwkYhcHb7OY9yoGGZH Learn more about your ad choices. Visit megaphone.fm/adchoices

Showing 41–60 of 197 episodes