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Introducing some cool vibe coding projects I’ve come across lately! First up, Framer's Calendar by Cho🇰🇷: perfect for HIP-3 farmers 🔗 Next, an Intelligence Tool for Polymarket Traders by YPSONO 🔗 And the EdgeX Points Calculator by Masil 🇰🇷 🔗 ^Built using Based 's AI feature, "Based Page"! Since...

27,021 次观看 • 5 个月前 •via X (Twitter)

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New short course: Evaluating AI Agents! Evals are important for driving AI system improvements, and in this course you'll learn to systematically assess and improve an AI agent’s performance. This is built in partnership with Arize AI and taught by John Gilhuly, Head of Developer Relations, and , Director of Product. I've often found evals to be a critical tool in the agent development process - they can be the difference between picking the right thing to work on vs. wasting weeks of effort. Whether you’re building a shopping assistant, coding agent, or research assistant, having a structured evaluation process helps you refine its performance systematically, rather than relying on random trial and error. This course shows you how to structure your evals to assess the performance of each component of an agent and its end-to-end performance. For each component, you select the appropriate evaluators, test examples, and performance metrics. This helps you identify areas for improvement both during development and in production. (If you're familiar with error analysis in supervised learning, think of this as adapting those ideas to agentic workflows.) In this course, you'll build an AI agent, and add observability to visualize and debug its steps. You’ll learn about code-based evals, in which you write code explicitly to test a certain step, as well as LLM-as-a-Judge evals, in which you prompt an LLM to efficiently come up with ways to evaluate more open-ended outputs. In detail, you’ll: - Understand key differences between evaluating LLM-based systems and traditional software testing. - Add observability to an agent by collecting traces of the steps taken by the agent and visualizing them - Choose the appropriate evaluator - code-based, LLM-as-a-Judge, human-annotation based - for each component. - Compute a convergence score to evaluate if your agent can respond to a query in an efficient number of steps. - Run structured experiments to improve the agent’s performance by exploring changes to the prompt, LLM model, or the agent’s logic. - Understand how to deploy these evaluation techniques to monitor the agent’s performance in production. By the end of this course, you’ll know how to trace AI agents, systematically evaluate them, and improve their performance. Please sign up here:

Andrew Ng

126,587 次观看 • 1 年前

[NEW] a16z a16z speedrun 🧊 request for startups: Vibe Creation Platforms We've seen Vibe Coding platforms like Lovable and Bolt emerge for application development serving non-coding consumers --> We'll soon see VIBE CREATION as an entirely new consumer experience for crafting video, visual stories, games, and more The platform will require an end-to-end workflow orchestrated by AI agents --> Today, we have the infrastructure with foundation models across modalities, but most consumers won't jump from model site to model site to then stitch their creations together The winning solution will help consumers go from idea to first draft in minutes while enabling finer creative control for those that seek it --> This is how we go from AI internet memes to compelling human stories AI Vibe Creation platforms are designed for fun and creative flow. They remove the million knobs and sliders professional creators have come to expect --> They feel more like a game than a tool a16z speedrun has already invested in a few teams exploring this space: - VIDEO: Hedra (animated characters), intangible (canva for 3D) - GAMING: Rosebud AI (game generation), Nilo Technologies (3D worldbuilding) - IMAGE: (infinite canvas), Blank (instagram for AI), - VISUAL STORIES: Komiko (anime), Sekai (tiktok for interactive stories) We believe there will be many great vibe creation platforms to be built across medium (video, music, game, etc), genre/niche (anime, 3D, sports) and platform (mobile, web, XR) if you're building in this space, DM us and apply for speedrun!

Troy Kirwin

138,788 次观看 • 1 年前

Inspired by Grok as a developer and a heavy gamer for over 15 years, I spent some time last week building a few things. Thrilled to unveil my latest creation: an infinite runner game built almost entirely by Grok from xAI! This project showcases the incredible power of AI in game development. Grok handled everything—from designing the game mechanics to writing the code and even helping me debug issues along the way. I brought it to life using some amazing free assets from a treasure trove for indie developers. You can play the game now at Elon Musk, I’d be honored if you checked it out. AI is revolutionizing game development, and Grok is at the forefront with its outstanding capabilities. It’s more than a tool—it’s like a tireless co-developer. Grok grasps complex concepts, provides suggestions, and turns rough ideas into working code fast. For this infinite runner, it crafted smooth player controls, randomized obstacle generation, and an engaging scoring system, letting me focus on the overall vision. And cross_protocol, founded by Henry @CROSS is set to harness AI’s full potential in gaming, pushing the boundaries even further. This is just the beginning. With Grok’s help, I’m planning future projects: 1) Physics-based puzzle game where players tweak gravity and momentum to solve puzzles 2) 2D RPG with deep storytelling and branching dialogue 3) Fast-paced 3D shooter with immersive worlds Each genre requires unique skills, but Grok’s versatility makes it ideal for all of them. It adapts to any challenge—be it physics simulations, character AI, or level design—producing results that could rival a full dev team. AI like Grok is opening up creative doors I couldn’t tackle alone, and I can’t wait to see what’s next. Stay tuned for more.

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99,784 次观看 • 1 年前

Kairos And Why You Should Be A Part Of It Now. I’m sure that in the past few weeks, you’ve seen Kairos on your timeline whether from traders or creators like geek and tochi. What is Kairos? Kairos is currently the best prediction market trading terminal, aggregating Polymarket, Kalshi, and predict.fun. In simple terms, you can trade on all these prediction markets on kairos. Backed by a16z crypto, Geneva Trading, and more. Kairos is still in its beta phase, which means if you’re seeing this now, you’re genuinely early think HyperLiquid early. Why You Should Use Kairos Now • You get a major advantage by building volume early while it’s still in beta, ahead of any potential points system or token launch. • Its features outperforms every other prediction market product in speed, performance, advanced order types, news integration, and intelligence tools. No prediction market product comes close to Kairos in terms of technology. - Kill two birds with one stone: While trading Polymarket on Kairos, you’re simultaneously building trading volume for both platforms. This strategically positions you for potential $KAIROS and $POLY airdrops should any be announced. One volume. Two potential rewards. For Traders & Creators: • $30K Trading Competition Compete for a share of the prize pool using Kairos. Details: • There is currently a $5K Creator Pool and you get rewarded for creating content about Kairos. Also, if you’re a prediction market creator or micro-creator and you believe Kairos is the right place for you to grow and create, please feel free to reach out to me or Nexi and Zubby.hl. Use Kairos here: Join the Discord: Kairos is the Bloomberg Terminal for prediction markets and you’re truly early.

JustDara

12,635 次观看 • 2 个月前

📢 ARC House Contribute Video Guide ~ How to Earn Maximum Points 👀 – Arc raised $222M – L1 blockchain built by Circle for USDC – ARC House contributors may get future rewards, so start contributing early 👀 • What is ARC House? – A community portal where users can join, contribute, and earn points through different activities. • What is the Architects Program? – ARC’s ambassador/contributor program where you unlock roles & tiers based on ARC House points. 🏆 Tier System: • Tier 1 → 500 points • Tier 2 → 3,500 points • Tier 3 → 15,000 points • Tier 4 → 40,000 points • Tier 5 → 90,000 points 🧵 How to join & contribute 👇 🔗 – Create a LinkedIn profile first (if you don’t have one) Join arc house👇 🔗 – Login with LinkedIn – Fill in your details – Click profile icon → Edit profile – Complete all profile details & save – You’ll receive 100 points 👀 • Earn daily 27 Points 👇 – Go to home/content tab – Read articles & video articles • Articles: – 2 points each – Max 5 per 24h •Video Articles: – 4 points each – Max 4 per 24h •Daily login: – 1 point Total = 27 points daily Repeat this daily to keep stacking points. • Reaching Tier-1 If you contribute consistently, it takes around 15 days to reach 500 points. But you can speed it up through events 👀 • Extra Points From Events – Register & join ARC events – Every event = 20 points – Around 3–5 events are expected within 2 weeks. That means you can earn ~100 extra points and potentially reach Tier 1 within ~10 days. After Reaching 500 Points You’ll unlock: ✅ Architect Badge ✅ Tier 1 status update Then you can earn more points by: – Posting on ARC House – Answering questions/comments If your answer gets marked as “Accepted Answer,” you can earn up to 30 points daily. Join ARC Discord & fill out the application form. If rejected, apply again later 👀 🔗 That’s it for now 🔥 Want more arc alpha? Follow & stay tuned 👀 ❤️ Like – Comment your ARC points who joined me with early – Bookmark for future

wyne

34,112 次观看 • 3 个月前

⏰ THE MOST BANNED THREAD IN THE WORLD! 🚨 The War On Resonance PART FIVE: The Final Sterilization Protocol IGNORANCE IS NO LONGER ACCEPTABLE! If this knowledge is not received, remembered, and shared; THE HUMAN RACE WILL CEASE TO EXIST. THE CHOICE IS NOW YOURS. They knew they couldn’t kill God. So instead... they tried to kill the memory of God inside of you. What began as a quiet experiment in infertility has become a planetary extinction protocol: not by bombs or bullets, but by signal, by consent, by silence. And if you want to understand how they plan to delete the human soul... forever; you need to know where they’ve hidden the final mechanisms. They’re not in war zones anymore. They’re in your kitchen, your classroom, your air supply... in the very places you were taught to trust. Let me take you there. ☠️ THE KILL SWITCH MENU: FOOD AS A WEAPONIZED DELIVERY SYSTEM The next phase of biological sterilization is now hidden in your plate, your pantry, your packaging. This is not speculation; it’s embedded in patents and production protocols: Lipid Nanoparticle Contamination in Global Food Supply Pfizer’s own biodistribution studies show rapid ovarian accumulation. Now, the same LNP structures are being sprayed onto crops via mRNA “edible vaccines”, falsely labeled as “climate-resilient biotech.” Edible Vaccines "One day children may get immunized by munching on foods instead of enduring shots. More important, food vaccines might save millions who now die for lack of access to traditional inoculants" 🔗 Digital University Aula in Nanotechnology education to fight COVID 19 Nano-Code 🔗 Pfizer LNP Biodistribution Study - Page 16 🔗 Pfizer/BioNTech COVID-19 mRNA vaccine (BNT162, PF-07302048) TGA Pre-Submission Meeting September 18, 2020 🔗 Brand Name Comirnaty Intramuscular Injection Non-proprietary Name Coronavirus Modified Uridine RNA Vaccine (SARS-CoV-2) (Active ingredient: Tozinameran [JAN*]) Applicant Pfizer Japan Inc. Date of Application December 18, 2020 Table 1 Pharmacokinetics of LUCIFERase RNA-encapsulated LNPs, ALC-0315 and ALC0159, when administered intravenously to Wistar Han rats at a dose of 1 mg RNA/kg..... 4 LIST OF FIGURES Figure 1 Plasma and liver concentrations of ALC-0315 and ALC-0159 after intravenous administration of LUCIFERase RNA-encapsulated LNPs at a dose of 1 mg RNA/kg to Wistar Han rats..... 5 Figure 2 In vivo luminescence in BALB/c mice intramuscularly treated with LUCIFERase RNA-encapsulated LNP..... 6 Figure 3 Estimated in vivo metabolic pathways of ALC-0315 in various animal species..8 Figure 4 Estimated in vivo metabolic pathways of ALC-0159 in various animal species. 9 🔗 🔗 Biodistribution of RNA Vaccines and of Their Products: Evidence from Human and Animal Studies 🔗 Nonclinical Evaluation Report BNT162b2 [mRNA] COVID-19 vaccine (COMIRNATYTM) Submission No: PM-2020-05461-1-2 Sponsor: Pfizer Australia Pty Ltd January 2021 🔗 Luciferase mRNA Transfection of Antigen Presenting Cells Permits Sensitive Nonradioactive Measurement of Cellular and Humoral Cytotoxicity 🔗 CRISPR-Edited Meat and Produce Companies like Ginkgo Bioworks, funded by DARPA and the Gates Foundation, are engineering DNA-edited livestock and grains that introduce heritable gene silencing traits through ingestion. These payloads are not just physical. They are frequency-coded to activate upon specific satellite signals from the 5G grid. You’re not just being poisoned. You’re being programmed... by dinner. CRISPR Food Industry Mapping How Helpful May Be a CRISPR/Cas-Based System for Food Traceability? 🔗 Adoption of CRISPR-Cas for crop production: present status and future prospects 🔗 Crop bioengineering via gene editing: reshaping the future of agriculture 🔗 CRISPR/Cas genome editing system and its application in potato 🔗 Analysis of the Utilization and Prospects of CRISPR-Cas Technology in the Annotation of Gene Function and Creation New Germplasm in Maize Based on Patent Data 🔗 CRISPR/Cas9 Technology and Its Utility for Crop Improvement 🔗 CRISPR-Based Genome Editing for Nutrient Enrichment in Crops: A Promising Approach Toward Global Food Security 🔗 Mechanism and Applications of CRISPR/Cas-9-Mediated Genome Editing 🔗 Application of CRISPR/Cas9 in Crop Quality Improvement 🔗 Recent Advances in the Application of CRISPR/Cas9 Gene Editing System in Poultry Species 🔗 Mapping CRISPR-Cas9 public and commercial innovation using The Lens institutional toolkit 🔗 How Helpful May Be a CRISPR/Cas-Based System for Food Traceability? 🔗 A Critical Review: Recent Advancements in the Use of CRISPR/Cas9 Technology to Enhance Crops and Alleviate Global Food Crises 🔗 Application of CRISPR-Cas9 genome editing technology in various fields: A review 🔗 A technological and regulatory outlook on CRISPR crop editing 🔗 Theragnostic application of nanoparticle and CRISPR against food-borne multi-drug resistant pathogens 🔗 Recent Advances of CRISPR/Cas9-Based Genetic Engineering and Transcriptional Regulation in Industrial Biology 🔗 Genome-Editing Products Line up for the Market: Will Europe Harvest the Benefits from Science and Innovation? 🔗 Rest assured... I HAVE THE EVIDENCE, I AM FILING SUBPOENAS AND JUSTICE WILL BE SERVED! CONTINUED IN COMMENTS BELOW, REACHED MAXIMUM AMOUNT OF LINKS ALLOWED 👇

Noah B. Price

152,192 次观看 • 1 年前