HeyJaredThe AI Engine Room
Welcome to The AI Engine Room, where complex AI technology becomes clear, practical, and useful. Learn how modern AI works through approachable videos covering large language models, AI agents, MCP, inference, model distillation, machine learning, automation, open-source…
- Indexed videos, last 90 days
- 207
- Latest publication
- Sep 30, 2026
- Audience
- ~11.5K subscribers
- Earliest in this view
- Jul 8, 2026
Latest videos
OpenAI Just Unleashed Dots, AI Agents That Never Sleep (opens the original)
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OpenAI just unleashed Dots at DevDay 2026, always-on AI agents with their own cloud computers that keep working long after you close ChatGPT. Meanwhile OpenAI takes aim at Meta's Muse, drops GPT-6.1 Sol at a fifth of Astra's price, and faces protesters and hard safety questions right outside the hall. What You'll See: 0:00 — Intro 0:49 — How OpenAI's new Dots keep working around the clock on their own cloud computers. SOURCE: https://thenextweb.com/news/openai-dots-always-on-ai-agents-cloud-comp
OpenAI and DeepMind Insiders Just Sounded the RSI Alarm (opens the original)
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Anthropic just put existential risks to humanity in its IPO filing, a stunning admission from a company chasing a roughly $2 trillion valuation. Meanwhile OpenAI and DeepMind researchers say labs are racing blindfolded toward self-improving AI, Rep. Ro Khanna wants it banned, and the Bank of England is demanding tougher pre-launch testing. What You'll See: 0:00 — Intro 0:47 — How current and former OpenAI and DeepMind staff say labs are racing blindfolded toward self-improving AI SOURCE: https:/
Mac mini Local AI Privacy: Should You Trust It? (opens the original)
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▶️Subscribe for more amazing AI content: 👉https://www.youtube.com/channel/UCLBIAlpLeQPrCjQHola52SA?sub_confirmation=1👈 Local AI on a Mac mini can be more private than cloud AI — but only if the rest of the stack is configured correctly. This explainer separates what local inference actually protects from the settings that can still move data off your computer: Ollama cloud features, local API bindings, browser origins, LM Studio's app boundary, OpenAI retention controls, and iCloud Desktop/Docum
THE BLACK RIDGE | AI Short Film by Minwoo Kim | Higgsfield Global Film Festival Entry (opens the original)
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THE BLACK RIDGE is a fully AI-generated short film by Minwoo Kim. A lone astronaut on Mars receives an impossible transmission from a voice she knows better than anyone. The message warns her that something is coming and gives her only minutes to prepare. With no one else to trust, she follows the instructions as the barren Martian landscape begins to feel increasingly unfamiliar. CREDIT AND LICENSE Original film: https://www.youtube.com/watch?v=36JtIiXWXrA Creator: Minwoo Kim This video is shar
Why Adam Needs Weight Decay Pulled Apart (opens the original)
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L2 regularization and weight decay look like the same penalty on paper. Inside Adam they are not. Adaptive second-moment scaling changes how hard the decay actually hits each weight, so the "same" L2 term no longer means the same thing as a true decoupled decay. AdamW pulls the decay off the gradient and applies it after the adaptive step. That is the Loshchilov & Hutter 2017 fix: keep Adam's moments, then shrink the weights by a fixed factor. PyTorch's AdamW and the fast.ai super-convergence re
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~11.5K subscribers
Measured Sep 19, 2026
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