Securade.ai
@securadeai
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Generative AI based Video Analytics OSS | Winner of AI for Public Good @startupmhakumbh | HPC AI Innovation Challenge (https://t.co/AlayKPwu92) | Safety Startup (https://t.co/qUIrRjqU8A)
Joined September 2010
AI can detect safety violations faster than your site supervisor. Here’s how we're doing it — with open source. 🧵👇
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The most productive thing I did this week was absolutely nothing. 15 minutes of silence every morning. No phone, no agenda, just stillness. Last week, during one of these pauses, I caught a $50K mistake we'd been making for months. Speed without direction is just expensive
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🚨 Just found something that could save your team 90% on text classification costs Someone built 17 production-ready classifiers that run locally and learn continuously: 📊 93% avg accuracy with just 100 examples per class ⚡ 90ms inference (no API calls needed) 💰 $100/month
huggingface.co
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Someone should try using openevolve https://t.co/kbzXP8xbS4 with this benchmark.
github.com
Open-source implementation of AlphaEvolve. Contribute to algorithmicsuperintelligence/openevolve development by creating an account on GitHub.
The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements "To evaluate the ability of AI agents to reproduce results in an active research area, we introduce the Automated LLM Speedrunning Benchmark, leveraging the research community’s contributions on the
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Eliciting Fine-Tuned Transformer Capabilities via Inference-Time Techniques.
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System prompt learning -
We're missing (at least one) major paradigm for LLM learning. Not sure what to call it, possibly it has a name - system prompt learning? Pretraining is for knowledge. Finetuning (SL/RL) is for habitual behavior. Both of these involve a change in parameters but a lot of human
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1/12 🧵 We just implemented @karpathy's "third paradigm" for LLM learning. Introducing System Prompt Learning (SPL) - enabling LLMs to learn problem-solving strategies from experience. Improvements: +8.6% on Arena Hard, +6.67% on AIME24 Thread below 👇
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🏗️ Another Life Lost – A Wake-Up Call for the Industry A tragic accident claimed the life of a 55-year-old worker this week while he was performing waterproofing work at height. Our hearts go out to his family and colleagues. This marks the 13th workplace fatality in 2025 — and
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12/12 🧵 Research and implementation: 📖 Paper: https://t.co/f3pw793fs6 🔗 AutoThink code: https://t.co/gxQrk99W9x 🔍 PTS implementation: https://t.co/laAmsLN0bi 🧮 Adaptive classifier: https://t.co/bAH8kY8qTA
#AutoThink #PivotalTokenSearch #AdaptiveClassification #LLM #AI
github.com
A flexible, adaptive classification system for dynamic text classification - codelion/adaptive-classifier
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Ready to go beyond traditional coding agents?? Julian Mendel dives into @GoogleDeepMind's AlphaEvolve, a system that evolves code for novel discoveries. Plus, get hands-on with OpenEvolve, an open-source demo to start your own evolutionary coding experiments.
towardsdatascience.com
Introduction AlphaEvolve [1] is a promising new coding agent by Google’s DeepMind. Let’s look at what it is and why it is generating hype. Much of the Google paper is on the claim that AlphaEvolve is...
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A worker lost his life at a Yishun site after being hit by a reversing tipper truck. Tragic and preventable. AI-driven video analytics can detect danger zones & human-vehicle conflicts before it’s too late. It’s time to make safety proactive. #SecuradeAI #WorkplaceSafety
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🔍 Introducing Pivotal Token Search (PTS): A Smarter Way to Fine-Tune #AI Decisions https://t.co/oeLpw6yi9B
undercodenews.com
As large language models (LLMs) grow more complex and capable, the need for smarter training methods has never been more critical. One of the newest and most
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🚀 Thrilled to contribute to the #OpenSource community by implementing @GoogleDeepMind's AlphaEvolve! Applied it to symbolic regression tasks, showing how AI can *discover physical laws* from raw experimental data. ⚛️✨ Check out the code & examples👇 https://t.co/qfH6iqfQWz
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A 29-year-old worker lost his life at a Chencharu site—hit by a tipper truck. This is not just news. It’s a call to act. AI can detect danger before it turns fatal. Let’s make safety proactive, not reactive. #AIforSafety #Construction #WorkerSafety #SecuradeAI
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GitHub - securade/hub: https://t.co/MwcvTgsn1J HUB - A generative AI based edge platform for computer vision that connects to existing CCTV cameras and makes them smart.
github.com
Securade.ai HUB - A generative AI based edge platform for computer vision that connects to existing CCTV cameras and makes them smart. - securade/hub
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🧵 1/9 🎉 Overwhelmed by the incredible response to OpenEvolve! What started as my attempt to replicate Google DeepMind's AlphaEvolve has become something far beyond my expectations. Our open-source repo is now trending on GitHub!
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Posting this after seeing a few comments on how AlphaEvolve/OpenEvolve compares to traditional genetic/evolutionary algorithms. 🧵 1/9 How does OpenEvolve implement genetic algorithms with LLMs? Let me break down our architecture in this thread...
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🧬 Excited to announce OpenEvolve, an open-source implementation of Google DeepMind's AlphaEvolve system. This evolutionary coding agent evolves entire codebases to discover new algorithms and optimize existing ones.
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