Rajkumar rawal PRO
AI & ML interests
Recent Activity
Organizations
September(2025) LLM Mathematics & Coding Benchmarks Report By AI Parivartan Research Lab (AIPRL-LIR)
Monthly LLM's Intelligence Reports for AI Decision Makers :
Our "aiprl-llm-intelligence-report" repo to establishes (AIPRL-LIR) framework for Large Language Model overall evaluation and analysis through systematic monthly intelligence reports. Unlike typical AI research papers or commercial reports. It provides structured insights into AI model performance, benchmarking methodologies, Multi-hosting provider analysis, industry trends ...
( all in one monthly report ) Leading Models & Companies, 23 Benchmarks in 6 Categories, Global Hosting Providers, & Research Highlights
Here’s what you’ll find inside this month’s intelligence report:-
Leading Models & Companies :
@OpenAI , Anthropic, Meta, Goole DeepMind, Mistral, Cohere, Qwen, DeepSeek, Microsoft, AWS, NVIDIA AI, Grok, Amazon Web Services and more.
23 Benchmarks in 6 Categories :
With a special focus on Mathematics & Coding performance across diverse tasks.
Global Hosting Providers :
Hugging Face, OpenRouter, Vercel, Cerebras, Groq, GitHub, Cloudflare, Fireworks AI, Baseten, Nebius, Novita AI, Alibaba Cloud, Modal, inference.net, Hyperbolic, SambaNova, Scaleway, Together AI, Nscale, xAI, and others.
Research Highlights :
Comparative insights, evaluation methodologies, and industry trends for AI decision makers.
Disclaimer:
This comprehensive overview analysis represents the current state of large language model capabilities as of September 2025. All performance metrics are based on standardized evaluations and may vary based on specific implementation details, hardware configurations, and testing methodologies. Users are advised to consult original research papers and official documentation for detailed technical insights and application guidelines. Individual model performance may differ in real-world scenarios and should be validated accordingly. If there are any discrepancies or updates beyond this report, please refer to the respective model providers for the most current information.
Repository link is in comments below :
#Mathematics #Coding #September2025 #Benchmarks #aiprl_lir #aiprl_llm_intelligence_report #llm #hostingproviders #llmcompanies #researchhighlights #report #monthly #ai #analysis #aiparivartanresearchlab
September(2025) LLM Mathematics & Coding Benchmarks Report By (AIPRL-LIR) AI Parivartan Research Lab(AIPRL)-LLMs Intelligence Report
September(2025) LLM Mathematics & Coding Benchmarks Report By (AIPRL-LIR) AI Parivartan Research Lab(AIPRL)-LLMs Intelligence Report
September(2025) LLM Evaluations Overview Report By (AIPRL-LIR) AI Parivartan Research Lab(AIPRL)-LLMs Intelligence Report
September(2025) LLM Evaluations Overview Report By AI Parivartan Research Lab (AIPRL-LIR)
Monthly LLM's Intelligence Reports for AI Decision Makers :
Our "aiprl-llm-intelligence-report" repo to establishes (AIPRL-LIR) framework for Large Language Model overall evaluation and analysis through systematic monthly intelligence reports. Unlike typical AI research papers or commercial reports. It provides structured insights into AI model performance, benchmarking methodologies, Multi-hosting provider analysis, industry trends ...
( all in one monthly report ) Leading Models & Companies, 23 Benchmarks in 6 Categories, Global Hosting Providers, & Research Highlights
Disclaimer:
This comprehensive overview analysis represents the current state of large language model capabilities as of September 2025. All performance metrics are based on standardized evaluations and may vary based on specific implementation details, hardware configurations, and testing methodologies. Users are advised to consult original research papers and official documentation for detailed technical insights and application guidelines. Individual model performance may differ in real-world scenarios and should be validated accordingly. If there are any discrepancies or updates beyond this report, please refer to the respective model providers for the most current information.
Repository link is in comments below :
openai Anthropic Meta Google Google DeepMind Mistral AI Cohere Grok Qwen AI DeepSeek AI Microsoft AI Amazon Web Services (AWS) NVIDIA AI
Hugging Face OpenRouter, Inc NVIDIA AI Vercel Cerebras Groq GitHub Cloudflare Fireworks AI Baseten Nebius Novita AI Alibaba Cloud NLP Cloud Modal inference.net Hyperbolic SambaNova Scaleway Together AI Nscale Scaleway xAI
#September2025 #Benchmarks #aiprl_lir #aiprl_llm_intelligence_report #llm #hostingproviders #llmcompanies #researchhighlights #report #monthly #ai #analysis #aiparivartanresearchlab
September(2025) LLM Evaluations Overview Report By (AIPRL-LIR) AI Parivartan Research Lab(AIPRL)-LLMs Intelligence Report
Building for an Open Future - our new partnership with Google Cloud
One Universal Identity (OUI) is blockchain identity management system with AI-powered threat detection. Unlike existing solutions, OUI combines self-sovereign identity with machine learning security, enabling real-time behavioral analysis, synthetic identity detection, and risk scoring.
Key Innovations :
🔐 AI Security: Pattern-based threat detection with behavioral analysis
⛓️ Universal Verification Tokens (UVT): ERC-20 tokens with staking & governance
🌉 Cross-Chain Native: Built-in LayerZero integration for multi-chain support
📱 Mobile SDK: Production-ready cross-platform SDK with offline capabilities
🏛️ DAO Governance: Community-driven protocol evolution
Production Ready :
✅ 9 smart contracts | ✅ Mobile SDK | ✅ RESTful API | ✅ React frontend | ✅ AI threat detection