PPT had a ceiling. We removed it. Something fun drops this week. Stay tuned.

With Zlide.io, you can research any topic, turn your findings into a stunning deck, and export it as a video—all powered by highly optimised infrastructure. 🚀 For reference, generating this video would cost us around $0.50, compared to $5–$10 on other video engines offering comparable capabilities.

RSI is powerful but overfits. 93.0 on evolve can be 40.6 OOD. RRSI regularizes HOW you search, not WHAT you edit: annealed sparsity 📷, leakage critic, noise floor 📷, cost-aware 📷, + pruning. +14.1 in-dist, +4.7 OOD, 30% fewer tokens. Paper: alphaxiv.org/abs/2609.24972 Video 👇 Zlide.io @zijus

In 2022, 𝐋𝐋𝐌𝐬 𝐚𝐭𝐞 𝐍𝐋𝐏. Remember the stack? 𝘚𝘦𝘯𝘵𝘪𝘮𝘦𝘯𝘵, 𝘕𝘌𝘙, 𝘴𝘶𝘮𝘮𝘢𝘳𝘪𝘻𝘦𝘳, 𝘪𝘯𝘵𝘦𝘯𝘵 𝘤𝘭𝘢𝘴𝘴𝘪𝘧𝘪𝘦𝘳 - 4 trainings, 4 pipelines. Then one prompt replaced all four: `Classify sentiment, extract entities, summarize`. 90% of custom NLP pipelines disappeared. Not because BERT was bad, but because semantics became API-callable. I think we're seeing the exact same unbundling with classification. 𝑳𝑳𝑴 : 𝑵𝑳𝑷 :: 𝑱𝒆𝒗 : 𝑪𝒍𝒂𝒔𝒔𝒊𝒇𝒊𝒄𝒂𝒕𝒊𝒐𝒏 Jev isn't a chatbot. It's a System One model - a massive, calibrated classifier: 𝑪𝒉𝒐𝒊𝒄𝒆 as probability, not text. 𝘊𝘩𝘰𝘪𝘤𝘦. 𝘚𝘤𝘰𝘳𝘦. 𝘕𝘰𝘶𝘭. One call, 200ms, parallel. Code owns the workflow; Jev supplies the prediction. So the question for everyone who still trains LightGBM / XGBoost for lead scoring, ticket tagging, routing, guards: 2022: If you can write the label in English, you don't need to train an NLP model. 2026: If you can write the label in English, do you still need to train a classifier? What's your take - what dies and what lives? #MachineLearning #LLM #Jev @typesafeai

Slide Deck zijus.com/zlide/dhs

Most AI agents reply in text. Some in voice. What if they could show you what to do? 🎥 Coming soon: @zijus Agents v2 with native video responses. Ask a question. Get text + instant visual walkthroughs. From conversation → demonstration. Reply DEMO 👇 #AI #AIAgents #SaaS

Stop building AI agents with duct tape. 🧵 We are launching @zijus : The world’s first Full-Stack PromptCode platform. 🏗️ Infrastructure 🧠 Context Graphs 🎨 Generative UI 📞 Omnichannel (Voice/WA) Everything is a prompt. 🪄 zijus.com/try #agents

✨ Open-sourced DiffXcel - visually compare Excel files in your browser! Color-coded diffs • Sheet navigation • Exportable reports 🐍 Python/Flask • 🔗 github.com/sonnylaskar/DiffX… #Excel #OpenSource

Honoured to receive the 𝒀𝒐𝒖𝒏𝒈 𝑨𝒍𝒖𝒎𝒏𝒊 𝑨𝒄𝒉𝒊𝒆𝒗𝒆𝒓 𝑨𝒘𝒂𝒓𝒅 - 2024 (𝑹𝒊𝒔𝒊𝒏𝒈 𝑺𝒕𝒂𝒓) from @IIM_I ! Grateful to my mentors at @MicrolandLtd for their guidance #IIMIndore #Gratitude #Leadership #Growth

Today the largest known prime number was discovered. We will have to wait for few more years to find the next. Mathematics is amazing 😌

A recent @capitalmind_in report highlights that most #MutualFund investments are still funneled through distributors. This suggests a significant gap in understanding, as many investors could benefit from the lower costs of direct funds. Time to educate ourselves and explore the direct route! Thanks @deepakshenoy for this wonderful piece of material.

Celebrating a decade at @MicrolandLtd, as the company marks its 35th anniversary! It's been an honor to contribute to AI product development and engineering during such a significant milestone. Grateful for the opportunities, the team, and the memories. #Microland #AI #ProductDevelopment #Engineering #anniversary

Ratan Tata, a true titan of industry, has passed away at 86. His legacy includes transforming the Tata Group and many more. Rest in peace. #RIPRatanTata

Don't put SL orders in the system, such spikes will hunt your SL orders and come back #stockmarkets #intradaytrading #finnifty

"The bell curve": the only thing that's perfectly balanced in life 😁 #Stats #fno #SEBI