Vignesh Kumar

Semifinalist spotlight 🫁✨ Early detection should be accessible to everyone. Meet SILICOSAFE from Rajiv Gandhi University of Knowledge Technologies, IIIT RK Valley 🇮🇳 SILICOSAFE enables early, non-invasive silicosis screening through AI-driven breath analysis for industrial workers at construction and manufacturing sites. Focused on migrant and informal labor communities, the team is delivering lifesaving detection in places where access has historically been limited 🏗️ @momentsof_baba @Vignesh_Troy 
 Adithya Yerrabothu Access to care. Detection that comes sooner. Health support where it is needed most. Learn more about this year’s #ImagineCup semifinalists and read the full announcement on the blog: aka.ms/2026ImagineCup…

Working on a robotic arm for HRC in ROS 2. I have a Blender model and want to convert it to URDF/meshes for Gazebo with minimal manual intervention. Curious what workflows people trust most: – Phobos – hybrid auto + manual cleanup – URDF vs SDF for better simulation stability

Demis Hassabis (@demishassabis) just laid out the clearest roadmap to AGI I’ve heard all year on the @FryRsquared podcast. 1/ AGI won’t come from scaling alone. Demis Hassabis says it’s 50% scaling, 50% innovation. Bigger models matter, but new ideas matter just as much. 2/ Today’s AI is powerful but jagged. Gold-medal level at Olympiad math. Yet still fails basic logic and consistency tests. That gap is why we’re not at AGI. 3/ The missing ingredient isn’t intelligence. It’s reliability, reasoning, and self-awareness of uncertainty. AI needs to know what it doesn’t know. 4/ Hallucinations aren’t random. They often happen because models are forced to answer when they should say “I’m not confident.” 5/ AlphaFold showed the playbook. Solve a root problem once, unlock entire industries downstream. Now DeepMind is targeting materials, fusion, and climate. 6/ Fusion is the ultimate root node. Clean, abundant energy would reshape water, food, climate, and even space travel. AI could help crack it. 7/ Language models surprised us. They understand more about the world than expected. But language alone isn’t enough. 8/ That’s why world models matter. To understand physics, space, causality, and action, AI must experience worlds, not just read about them. 9/ Simulation is the next frontier. If an AI can generate a realistic world, it likely understands its mechanics. 10/ Drop agents into those worlds and let curiosity drive learning. Now you have infinite training data, created on the fly. 11/ This could be how AI learns like humans do. Exploration first. Understanding second. Generalization last. 12/ Hassabis believes simulation may also unlock science. Weather. Biology. Materials. Even the origins of life. 13/ Why simulations matter philosophically: If you can simulate something, you’ve understood it. 14/ That leads to the deepest question. Is there anything in the universe that’s non-computable? 15/ So far, we haven’t found one. Protein folding. Go. Complex biology. All computable. 16/ Consciousness might be next. AGI could become a mirror that shows us what, if anything, is unique about the human mind. 17/ If creativity, emotion, or dreaming are computable, machines may have them too. If not, we’ll finally learn where the boundary is. 18/ AGI isn’t just a tech problem. It’s an economic, social, and philosophical one. 19/ The industrial revolution took a century. AGI may unfold in a decade. The disruption will be faster and bigger. 20/ Hassabis’ core belief: The universe runs on information. And intelligence may be the ultimate way to understand it. Continue to be extremely on @demishassabis and team.

@SwapAgarwal Yes

This one page Notion portfolio has helped 12+ devs land jobs without referrals or fancy resumes. Today, I’m giving it away. It’s not just a template. It’s a high signal, recruiter-friendly doc that shows what you’ve built and how you think. Here’s why it works: - Designed for fast skimming. One page. Zero fluff. - Includes ChatGPT prompts to help you write with clarity. - Shows your projects and your decision-making process. - Adds product-thinking sections most dev portfolios miss (this is the era of product-first devs). - Built to stand out even if you don’t have a CS degree or job history. If you’re job hunting and want a portfolio that actually gets callbacks, drop a “yes” in the comments and I’ll send it over to you. Let’s get you hired. 🙌🏻

@leojrr 👋

started a vibe coders group chat last month we're almost at 100 members already if you are interested drop a 👋 I'll send you the invite link

@architjn n8n

I am sharing over 200+ n8n templates completely free on GitHub Reply with "n8n" and I'll send you the link with all the files. Thanks to enescingoz for creating this amazing repository. Make sure to follow me or open your DM settings, so I can DM you.

@striver_79 @takeUforward_ Super excited about this opportunity! I'm a passionate builder and coder from the 2027 batch. 🔧 My best work: YouLearn – a YouTube Summarizer App :[github.com/Vignesh-Kamsal…] 📄 Here's my resume: [drive.google.com/file/d/1fANR_J…] 👨‍💻 Coding Profiles: [leetcode.com/u/Vignesh_Kams…]

🚀 We at @takeUforward_ are hiring a couple of SDE Interns for this summer! 👨‍💻 Preferred Batch: 2027 💰 Stipend: ₹20K–₹25K 🖥️ Remote | 5 days/week If you’re passionate about building, drop your best work + coding profile 👇 📌 Note: Apply only if you’re available for the entire 2 months.

Sangati Surendra, a 2nd-year CSE student at RGUKT RK Valley, is battling Chronic Myeloid Lucemia. Treatment costs ₹40-45L, and his farmer family has exhausted their savings. We request Hon'ble @naralokesh @ncbn Garu to consider this issue. Our mail: hho@rguktrkv.ac.in