SUPER POWER SKILLS by Vercel: MAKE YOUR CLAUDE CODE 10X BETTER with This SIMPLE SKILL FOLDER
Vercel has released a new “React Best Practices” skill that can be added to AI‑powered coding assistants such as Cursor, Claude Code, and Verdant. The skill packages more than a decade of React performance knowledge into a machine‑readable format, allowing the assistant to automatically spot and remediate common inefficiencies. The skill contains over 40 rules grouped into eight categories—async waterfalls, bundle size, server‑side performance, client‑side data fetching, rerender optimization, rendering performance, advanced patterns, and JavaScript performance. Each rule carries an impact rating, guiding developers to fix critical issues first. Installation is a single npx command, after which the rules are compiled into an agents.md file that the AI references during code generation. Real‑world examples in the video include collapsing eight message‑scan loops into a single pass, parallelizing sequential database calls to halve wait time, and moving JSON parsing into a lazy state initializer to eliminate redundant work. The presenter notes that the AI will flag missing dependency arrays in useEffect, oversized imports, and other subtle bugs that even seasoned developers can overlook. By embedding proven performance patterns directly into the AI’s reasoning, teams can ship smaller bundles and faster‑loading React apps without manual code reviews. The tool is free, open‑source under Apache 2.0, lowering the barrier for widespread adoption and potentially reshaping how developers leverage generative AI for performance engineering.
Introducing the Codex App
The video unveils the Codex app, an AI-driven interface that consolidates project oversight and code generation into a single command center, allowing developers to delegate routine work to autonomous agents. Codex lets users issue commands by typing or speaking, then watches...
Accelerating Science with Prism
The video announces Prism, a free AI‑native platform that lives inside scientists’ editing environments, aiming to give researchers the same conversational AI assistance developers enjoy in code editors. Prism embeds the latest GPT‑5.2 model directly in the LaTeX editor, allowing instant...
Testing Out Google Genie 3D Model
The video demonstrates Google’s Genie 3D model, a tool that builds an immersive virtual environment from a single reference image. The presenter starts with a fantasy‑styled portrait created in Gemini, then supplies textual prompts for the world’s terrain and a...
LLMs Don’t Think Like Humans (Here’s Why)
The video argues that large language models (LLMs) do not think like humans; they are trained to predict the next token in a sequence, not to understand meaning or intent. Luis Frana explains that while both humans and machines learn...
What Pressures Will Shape Organisational Decisions in 2026?
The video examines the shifting pressures that will shape organizational decision‑making in 2026, focusing on the aftermath of a 2025 "experiment" phase where firms poured substantial capital into a plethora of AI and productivity tools. Executives now face the hard...
Easy Clawbot Setup For Beginners (Non-Coders Tutorial)
The video is a hands‑on tutorial for setting up OpenClaw—formerly Claudebot and Moltbot—a free, open‑source wrapper that gives an AI powerful memory and tool‑access capabilities. The creator frames the technology as a game‑changing assistant for online entrepreneurs, but warns that...
Everything You Need to Know About LLMs
The video explains that large language models (LLMs) are inherently limited—hallucinating facts, faltering on complex reasoning, inheriting biases, and being bound by a static knowledge cutoff. It argues that recognizing these constraints is the first step toward building dependable AI...
AI & Data Careers in 2026 Ft. Databricks’ Leaders | Platforms & Skills
The podcast spotlights the shifting landscape of AI and data careers as we look toward 2026, featuring Databricks product manager Archika Dogra and PM director Danny Lee. They examine which skills, roles, and platforms will dominate and how professionals can...
How AI Systems Reduce Mistakes
The video explains how AI developers use model ensembles—multiple models or versions working together—to cut errors that single models inevitably make. By aggregating diverse outputs and merging them intelligently, teams can achieve more reliable, stable results in high‑stakes environments. Three primary...
Meet 2025 President’s Innovation Challenge Finalist: TerraFlow
TerraFlow, a finalist in the 2025 President’s Innovation Challenge, was introduced by founder Dan Freeman, a Harvard‑Med PhD student whose personal loss of his mother to cancer in December 2023 fuels the company’s urgency to speed life‑saving trials. Freeman explains that...
Build Custom CLI Tools for Your Specific AI Workflows
The video showcases a custom command‑line interface, dubbed Sketch, that acts as a wrapper around Google’s Gemini model to streamline specific AI‑driven web design tasks. By feeding structured prompts—such as building a Christmas‑decorations store with a GitHub‑light theme—the CLI orchestrates...
How AI Double-Checks Itself
The video introduces self-consistency, a technique that transforms the inherent randomness of large language models into a reliability boost by generating several independent answers and aggregating them. Instead of forcing a single deterministic response, the model is run multiple times...
How to Safely Delegate Calendar Scheduling to Clawdbot (Moltbot)
The video documents a user’s attempt to hand over family calendar management to an AI assistant, Clawdbot (Moltbot), by granting it edit permissions and issuing scheduling commands through Telegram. While the bot could read and categorize events, it lacked awareness of...
RIP Cline?: Cline Got Acqui-Hired by OpenAI?
OpenAI announced an acquihire of at least seven engineers who built Klein, the popular open‑source coding‑agent extension that has attracted over four million developers. Klein, originally launched as Claude Dev and later rebranded, distinguished itself by running inside IDEs, planning tasks,...
How I Make My "AI News" Videos
The video explains how the creator produces weekly AI‑focused news segments by leveraging an AI‑powered web browser extension called Comet. He outlines his typical workflow—reading articles, scanning social media, watching YouTube reviews, and digging through press releases—and then shows how...
AI Companies Are Lying About How Smart Their Models Are
The video uncovers how AI benchmark leaderboards, long touted as objective measures, are being gamed and misrepresented by leading AI firms. It details a case where a prominent AI company submitted a proprietary model to a public leaderboard that differed from...
Clawdbot as an Executive Assistant
The video demonstrates a founder’s experiment using Claude bot as a virtual executive assistant, assigning it a separate email address and read‑only access to his personal calendar to test how closely it can mimic a human EA. By granting only read...
When Facts Beat Preferences
The video introduces Reinforcement Learning from Verifiable Reward (RLVR), a framework that replaces human or model‑based preference judgments with an automated verifier that checks factual correctness. By tying rewards directly to objective outcomes—such as passing unit tests, solving equations, or...
Xifeng Yan - "Adaptive Inference in Transformers"
Xifeng Yan, a UC Santa Barbara researcher, presented an adaptive inference framework for transformer models, highlighting its relevance to emerging robotics applications that increasingly rely on large‑scale language and vision transformers. He argued that the uniform computational cost per token...
Karinne Ramirez Amaro- "Transparent Robot Decision-Making with Interpretable & Explainable Methods"
The presentation focused on making autonomous robots transparent by integrating interpretable and explainable AI methods. Ramirez outlined a five‑layer model—intention, reasoning, capabilities, prediction, and context—designed to let humans understand a robot’s internal decision process. Key technical contributions include a semantic decision‑tree...
Introduction to Semflow SEO (OFFICIAL DEMO)
The video showcases Senlow, an SEO platform that embeds directly inside Webflow and Framer, allowing users to launch an audit without leaving their design environment. After domain verification, Senlow runs an initial audit, assigns a baseline SEO score, and lists every...
RLAIF Explained Simply
The video introduces Reinforcement Learning from AI Feedback (RLAF), a method that replaces costly human reviewers with an AI “judge” to evaluate and rank model outputs, enabling small teams to scale alignment work. Human feedback is slow, expensive, and inconsistent, limiting...
I Gave Clawdbot (Now Moltbot) Access to My Computer, Calendar, and Emails: Here’s What Happened
The episode documents a hands‑on trial of Claudebot—now renamed Moltbot—an open‑source AI agent that can act on a user’s desktop, calendar and email. The host invites the bot into a Riverside podcast via Telegram, then walks through granting microphone, camera...
Why Most SaaS Companies Will Fail at AI (And How to Avoid It) with Intercom's CPO
The presenter shares first-week impressions of the Apple Vision Pro, calling it a mind‑blowing but imperfect piece of technology. They signal both excitement and skepticism, suggesting the device delivers a powerful experience while leaving room for critique. The tone mixes...
Fuchun Sun - Knowledge-Guided Tactile VLA
Fuchun Sun outlines a knowledge-guided approach to embodied vision-language-action (VLA) agents that integrates tactile sensing and physical awareness with large language models. He argues tactile feedback closes the semantic–physics gap—enabling fine force control, collision detection, and perception of material properties—critical...
Hyoun JIN Kim - "Autonomous Aerial Manipulation: Toward Physically Intelligent Robots in Flight"
Seoul National University researcher Hyoun Jin Kim reviewed advances and remaining hurdles in autonomous aerial manipulation, arguing that drones must move beyond sensing to physically interacting with environments. He highlighted core technical challenges—limited thrust, stability during contact, unknown interaction forces,...
Marco Hutter - "The New Era of Mobility: Humanoids and Quadrupeds Enter the Real World"
Marco Hutter traced the rapid maturation of legged robotics from his ETH Zurich PhD work on dynamically balancing quadrupeds to commercial deployments today, highlighting advances in actuation, autonomy, sensing and system-level robustness. He described early field trials that exposed reliability...
Introducing Prism, a Free Workspace for Scientists to Write and Collaborate on Research
As AI begins to meaningfully accelerate scientific discovery, we’re taking an early step to reduce friction in day-to-day research work with Prism. Prism is a free workspace for scientists to write and collaborate on research, powered by GPT-5.2. Prism offers unlimited...
Context and Diagrams Are the Best Way to Get AI to Do What You Want
The video explains how providing explicit context—particularly through visual diagrams—enables large language models to perform code‑related tasks more accurately. It argues that AI agents start each session with a blank slate, unaware of the relationships between components in an application,...
Preference Tuning Explained
The video introduces preference tuning as the next step after instruction‑following models, focusing on shaping responses to sound helpful, clear, and human‑like. Rather than merely judging right or wrong answers, developers present paired outputs and label the one people prefer,...
This Open-Source AI Video Model Just Crushed Sora
The video introduces LTE S2, an open‑source diffusion‑transformer hybrid that generates synchronized video and audio. Released by LTA, the model can be run locally on a single GPU with as little as 12 GB of VRAM, delivering native 4K output and clips...
Making the Case for the Terminal as AI's Workbench: Warp’s Zach Lloyd
In a candid interview, Warp CEO Zach Lloyd makes the case that the traditional terminal is re‑emerging as the central workbench for AI‑driven software development. He argues that the terminal’s time‑based, text‑in‑text‑out nature aligns perfectly with agentic workflows, allowing developers...
Kimi K2.5 (Fully Tested): An Open Weights Model Beats OPUS 4.5?
Kimi has released K2.5, billed as the most powerful open‑source model to date, extending the K2 family with native multimodal vision and an expanded agentic architecture. The model retains the trillion‑parameter mixture‑of‑experts backbone, activating 32 billion parameters per inference, and was trained...
OpenAI Town Hall with Sam Altman
The OpenAI Town Hall, hosted by CEO Sam Altman, centered on the growing urgency of AI ethics as the technology scales. Altman framed transparency, safety, and societal impact as the three pillars guiding OpenAI’s roadmap, signaling a shift from pure...
Hacking AI without Code
The video explains that large language models (LLMs) are vulnerable to two distinct attack vectors—prompt injection and prompt hacking—where malicious text can override system instructions or bypass safety filters. Prompt injection occurs when an LLM consumes external content, such as a...
I BLEW UP an AI Dropshipping Store in 30 Days (RAW Results)
A creator says they scaled an AI-powered dropshipping store to more than $100,000 in under 30 days by using a three-part "AAA" product-selection framework—Already Trending, Already Proven, Available to Improve—to find a daily Bible journal with outsized TikTok traction. After...
![If You Can't See Inside, How Do You Know It's THINKING? [Dr. Jeff Beck]](/cdn-cgi/image/width=1200,quality=75,format=auto,fit=cover/https://i.ytimg.com/vi/Ucqfb33GJJ4/maxresdefault.jpg)
If You Can't See Inside, How Do You Know It's THINKING? [Dr. Jeff Beck]
The conversation centers on what it means for a system to "think" and how to recognize agency when internal computations are hidden. Dr. Jeff Beck argues that an agent is distinguished by having internal states that generate policies over long...
AI for Business Livestream (Claude Code, Remotion, Manus, Etc.)
The livestream walkthrough focused on practical AI tooling for business, with the host demonstrating workflows using Cloud Code, Remotion (text-to-video), and the Claude ecosystem—highlighting a recent Claude 2.5 update and the rebranded Mobot (formerly Claudebot). Remotion integration with Cloud Code...
Build Hour: Apps in ChatGPT
The OpenAI Build Hour introduced the ChatGPT Apps platform, showcasing a suite of new tools—including an Apps SDK, a public app submission flow, and a marketplace—designed to let developers embed interactive experiences directly inside ChatGPT. Core announcements covered the launch...
Use an Index File Strategy to Help AI Discover Relevant Context
The video explains how the creator uses an index‑file strategy—organizing prompts and reference material in an Obsidian vault—to give Claude, an Anthropic language model, richer context for every interaction. By feeding Claude a comprehensive writing style guide that the model helped...
![Abstraction & Idealization: AI's Plato Problem [Mazviita Chirimuuta]](/cdn-cgi/image/width=1200,quality=75,format=auto,fit=cover/https://i.ytimg.com/vi/yq318DIwPqw/maxresdefault.jpg)
Abstraction & Idealization: AI's Plato Problem [Mazviita Chirimuuta]
The video features philosopher Mazviita Chirimuuta discussing the limits of neuroscience when it is extrapolated to everyday cognition and the broader philosophical implications for AI. He argues that laboratory findings, while robust, often ignore the messy interactivity of real‑world environments,...
Stop Overengineering: Workflows vs AI Agents Explained
The video clarifies the often‑confused terminology around AI‑driven workflows, agents, tools and multi‑agent systems, warning that many clients overengineer solutions by mis‑labeling simple pipelines as complex agents. The presenter draws a clear line: workflows are deterministic sequences you predefine, while agents...
How Zero-Knowledge Proofs Could Save Trust in the Age of AI
The video highlights a growing crisis: AI‑generated deepfakes are becoming indistinguishable from genuine media, threatening the basic premise that what we see online can be trusted. The speaker recounts spending fifteen minutes to debunk a fabricated Mr. Rogers clip, illustrating...
Codex in JetBrains IDEs
The announcement introduces Codex, OpenAI’s coding assistant, as a native feature inside JetBrains IDEs, allowing developers to interact with the model without leaving their preferred development environment. Users can authenticate using a ChatGPT account, an OpenAI API key, or a...
We’re LIVE for Day #3 - Scale Into a Revenue Machine - You’ll Walk Away With a Working AI...
Hosts opened Day 3 of an online event focused on building AI “clones,” encouraging participants to stay committed as the program winds down and previewing an action-packed final day. The agenda includes a demo of Eugentic IQ (with a Pro...
AI SDRs: Your Job Isn't Over, Just Adapt! #shorts
The video argues that AI‑driven SDRs won’t replace humans but require workers to adopt agentic tools. Speakers advise focusing on a single, painful workflow—such as inbound qualification or support—and deploying a leading AI vendor’s platform. By training the model on...
Is Crypto Losing Its Soul? Legacy Look: Looking Back to Look Forward | George Kikvadze, Bruce Fenton
The conversation between George Kikvadze, co‑founder of Bitfury, and veteran investor Bruce Fenton reflects on whether crypto is losing its original libertarian soul as institutional money floods the space. They trace the evolution from a tight‑knit community of libertarians and...
Salesforce AI: Deliver ROI BEFORE Signing Documents! #shorts
The video spotlights a seismic shift in how Salesforce and its AI‑powered products are sold: buyers expect measurable return on investment before they even sign a contract. The speaker argues that the old playbook—long pilot phases, incremental rollouts, and...
AI Has Changed Databases Forever… Here’s How
The video explains how the AI era is reshaping database search and introduces PG Text Search, an open‑source extension that brings industry‑standard BM25 relevance ranking into PostgreSQL itself. It walks through three eras of search—human‑facing keyword lookup, system‑driven log and metric...