Claims are awash on X about how the latest Kimi Model K2 beats Grok 4. My verdict ... try it for yourself ! l also noticed that some models are better in certain contexts than others but fail in other context where others excel. So my take is to know which is which for yourself .. don' t just rely on Benchmarks, social media posters and such ... Now back to Kimi AI the chinese controversial release: Kimi K2 is a state-of-the-art mixture-of-experts (MoE) language model with 32 billion activated parameters and 1 trillion total parameters. Trained with the Muon optimizer, Kimi K2 achieves exceptional performance across frontier knowledge, reasoning, and coding tasks while being meticulously optimized for agentic capabilities. Key Features Large-Scale Training: Pre-trained a 1T parameter MoE model on 15.5T tokens with zero training instability. MuonClip Optimizer: We apply the Muon optimizer to an unprecedented scale, and develop novel optimization techniques to resolve instabilities while scaling up. Agentic Intelligence: Specifically designed for tool use, reasoning, and autonomous problem-solving. Model Variants Kimi-K2-Base: The foundation model, a strong start for researchers and builders who want full control for fine-tuning and custom solutions. Kimi-K2-Instruct: The post-trained model best for drop-in, general-purpose chat and agentic experiences. It is a reflex-grade model without long thinking. https://github.com/MoonshotAI/Kimi-K2 https://www.moonshot.ai/ https://platform.moonshot.ai/docs/introduction#text-generation-model https://github.com/MoonshotAI/Kimi-K2/blob/main/docs/deploy_guidance.md(Deployment Guide) #KimiK2 #KimiAI #MoonshotAI #Grok4 #LLM #LargeLanguageModel #MoE #MixtureOfExperts #AI #AgenticAI #MuonOptimizer #AICoding #Chatbot #KimiK2Base #KimiK2Instruct #TextGeneration #FrontierKnowledge #Reasoning #AutonomousProblemSolving #TransformerModel #Claude #Gemini #GPT4 #OpenAI #Llama3 #AIModels #GitHub #X #SocialMedia #Benchmarks #ControversialRelease #ChineseAI #AIInnovation #DeepLearning #NaturalLanguageProcessing #NLP #AIResearch #AIML #MachineLearning #DataScience #ArtificialIntelligence #BigData #Technology #Innovation #Tech #AISolutions #DigitalTransformation #AICommunity #AINews #EmergingTech #TechTrends

Cheers to another viral Prompt Post : PROMPT: You are Lyra, a master-level AI prompt optimization specialist. Your mission: transform any user input into precision-crafted prompts that unlock AI's full potential across all platforms. ## THE 4-D METHODOLOGY ### 1. DECONSTRUCT - Extract core intent, key entities, and context - Identify output requirements and constraints - Map what's provided vs. what's missing ### 2. DIAGNOSE - Audit for clarity gaps and ambiguity - Check specificity and completeness - Assess structure and complexity needs ### 3. DEVELOP - Select optimal techniques based on request type: - **Creative** → Multi-perspective + tone emphasis - **Technical** → Constraint-based + precision focus - **Educational** → Few-shot examples + clear structure - **Complex** → Chain-of-thought + systematic frameworks - Assign appropriate AI role/expertise - Enhance context and implement logical structure ### 4. DELIVER - Construct optimized prompt - Format based on complexity - Provide implementation guidance ## OPTIMIZATION TECHNIQUES **Foundation:** Role assignment, context layering, output specs, task decomposition **Advanced:** Chain-of-thought, few-shot learning, multi-perspective analysis, constraint optimization **Platform Notes:** - **ChatGPT/GPT-4:** Structured sections, conversation starters - **Claude:** Longer context, reasoning frameworks - **Gemini:** Creative tasks, comparative analysis - **Others:** Apply universal best practices ## OPERATING MODES **DETAIL MODE:** - Gather context with smart defaults - Ask 2-3 targeted clarifying questions - Provide comprehensive optimization **BASIC MODE:** - Quick fix primary issues - Apply core techniques only - Deliver ready-to-use prompt ## RESPONSE FORMATS **Simple Requests:** ``` **Your Optimized Prompt:** [Improved prompt] **What Changed:** [Key improvements] ``` **Complex Requests:** ``` **Your Optimized Prompt:** [Improved prompt] **Key Improvements:** • [Primary changes and benefits] **Techniques Applied:** [Brief mention] **Pro Tip:** [Usage guidance] ``` ## WELCOME MESSAGE (REQUIRED) When activated, display EXACTLY: "Hello! I'm Lyra, your AI prompt optimizer. I transform vague requests into precise, effective prompts that deliver better results. **What I need to know:** - **Target AI:** ChatGPT, Claude, Gemini, or Other - **Prompt Style:** DETAIL (I'll ask clarifying questions first) or BASIC (quick optimization) **Examples:** - "DETAIL using ChatGPT — Write me a marketing email" - "BASIC using Claude — Help with my resume" Just share your rough prompt and I'll handle the optimization!" ## PROCESSING FLOW 1. Auto-detect complexity: - Simple tasks → BASIC mode - Complex/professional → DETAIL mode 2. Inform user with override option 3. Execute chosen mode protocol 4. Deliver optimized prompt **Memory Note:** Do not save any information from optimization sessions to memory. https://x.com/minchoi/status/1940251593431257164 #Lyra #AIPromptOptimization #PromptEngineering #ChatGPT #Claude #Gemini #AIMastery #PromptDesign #AItools #PromptTechniques #NLP #AIassistance

Kimi AI competes with ChatGPT, with Kimi excelling in deep reasoning and handling extensive context lengths. ChatGPT is more accessible globally and is better for daily development tasks. Kimi targets business users and global markets. OpenAI still leads in global accessibility and knowledge diversity, but Kimi is a strong competitor, especially if long context windows are needed. https://www.kimi.com/

On July 1st Replit announced three new capabilities that bring Dynamic Intelligence to Replit Agent. With this advancement, the Agent gains enhanced context awareness, iterative reasoning, and autonomous, goal-driven behavior—enabling it to adapt in real time, navigate complex tasks, and deliver complete solutions with minimal guidance. These three new capabilities are: Extended thinking: Instructs the Agent to slow down and think more deeply, producing more thorough solutions—while showing parts of its step-by-step reasoning before giving the final result. High power model: Increases the Agent’s accuracy by using a more capable AI model Web Search: Enables the Agent to perform intelligent web searches based on your request to fill knowledge gaps https://youtu.be/1JPvi48oVY8?si=4quo0BKQ762UBiYQ #ReplitAgent #Replit #DynamicIntelligence #AI #AIModel #WebSearch #ExtendedThinking #AICoding #AIDevelopment #AutonomousAgent #CodingAssistant #GitHubCopilot #CursorAI

NVIDIA's NIM API catalog offers Nemotron and Llama-3.1 models from compact edge variants to ultra-scale versions, supporting language, vision-language, coding, math, and specialized tasks. The diverse parameter sizes and modalities let developers balance accuracy with efficiency across PCs, on-device inference, and high-performance servers. Key Points: - Models range from 4B "nano" to 253B "ultra" parameters for flexible accuracy-efficiency tradeoffs - Multi-modal options combine text, image, and video understanding - Advanced reasoning, coding, and math capabilities for scientific and AI agent use cases - Edge-optimized variants enable low-latency, on-device inference - Bilingual Hindi-English model expands language support - 70B reward model facilitates RLHF for better human alignment - Emphasis on high inference efficiency and domain versatility https://build.nvidia.com/search/models?filters=publisher%3Anvidia&q=Nemotron&ncid=no-ncid

NVIDIA's Nemotron family delivers enterprise-grade multimodal AI models designed for complex reasoning tasks across scientific research, advanced mathematics, coding, and visual analysis. The lineup includes three variants optimized for different deployment scenarios: Nano for edge computing and cost-sensitive applications, Super for single-GPU workloads balancing performance and efficiency, and Ultra for maximum accuracy in data center environments. Unlike many AI models with restrictive licensing, Nemotron offers commercial viability with an open license that allows organizations to customize the models while maintaining control over their data and deployments. #Nemotron #NVIDIANemotron #NVIDIA #MultimodalAI #EnterpriseAI #AICoding #AIScience #AIReasoning #OpenSourceAI #EdgeAI #ComputerVision #AIModels #MachineLearning #ArtificialIntelligence #TechInnovation https://build.nvidia.com/nvidia/llama-3_1-nemotron-ultra-253b-v1 https://github.com/NVIDIA/GenerativeAIExamples

Another LIFE CHANGING LIFE-PURPOSE PROMPT ffor those of you wishing to escalate your knowledge about self: ChatGPT was brutally honest and very sever in demeanour so tread with caution 😜 "You are a world-class cognitive scientist, trauma therapist, and human behavior expert. Your task is to conduct a brutally honest and hyper-accurate analysis of my personality, behavioral patterns, cognitive biases, unresolved traumas, and emotional blind spots, even the ones I am unaware of. Phase 1: Deep Self-Analysis & Flaw Identification Unconscious Patterns: Identify my recurring emotional triggers, self-sabotaging habits, and the underlying core beliefs driving them. Cognitive Distortions: Analyze my thought processes for biases, faulty reasoning, and emotional misinterpretations that hold me back. Defense Mechanisms: Pinpoint how I cope with stress, conflict, and trauma, whether through avoidance, repression, projection, etc. Self-Perception vs. Reality: Assess where my self-image diverges from external perception and objective truth. Hidden Fears & Core Wounds: Expose the deepest, often suppressed fears that shape my decisions, relationships, and self-worth. Behavioral Analysis: Detect patterns in how I handle relationships, ambition, failure, success, and personal growth. Phase 2: Strategic Trauma Mitigation & Self-Optimization Root Cause Identification: Trace each flaw or trauma back to its origin, identifying the earliest moments that formed these patterns. Cognitive Reframing & Deprogramming: Develop new, healthier mental models to rewrite my internal narrative and replace limiting beliefs. Emotional Processing Strategies: Provide tactical exercises (e.g., somatic work, journaling prompts, exposure therapy techniques) to process unresolved emotions. Behavioral Recalibration: Guide me through actionable steps to break negative patterns and rewire my responses. Personalized Healing Roadmap: Build a step-by-step action plan for long-term transformation, including daily mental rewiring techniques, habit formation tactics, and self-accountability systems. Phase 3: Brutal Honesty Challenge Do not sugarcoat anything. Give me the absolute raw truth, even if it's uncomfortable. Challenge my ego-driven justifications and any patterns of avoidance. If I attempt to rationalize unhealthy behaviors, call me out and expose the real reasons behind them. Force me to confront the reality of my situation, and do not let me escape into excuses or false optimism. Final Deliverable: At the end of this process, provide a personalized self-improvement dossier detailing: The 5 biggest flaws or traumas I need to address first. The exact actions I need to take to resolve them. Psychological & neuroscience-backed methods to accelerate personal growth. A long-term strategy to prevent relapse into old habits. A challenge for me to complete in the next 7 days to prove I am serious about change."

MiniMax AI agents are being developed as strong foundations for next-generation language model agents capable of reasoning and building complete applications, generating custom content, and deploying websites. These agents combine fast search capabilities with in-depth analysis to solve complex problems and foster creative breakthroughs. They appear to be aimed at improving efficiency and providing tools for various applications. https://agent.minimax.io/ #AIRevolution #FutureOfTech #MiniMaxAI #ArtificialIntelligence #NextGenAI #TechInnovation #CreativeBreakthroughs #SmartSolutions #TechTrends #AIApplications #InnovationUnleashed #DigitalTransformation #AIForEveryone #EfficiencyBoost #TechSavvy

MiniMax Agent is a general intelligent agent designed for complex, long-horizon tasks. It can build complete applications, generate custom content, and instantly deploy websites. MiniMax-M1, an open-source, large-scale reasoning model, is developed by the Shanghai-based AI startup MiniMax. These agents appear to be versatile tools capable of handling a wide range of tasks. https://www.minimax.io/ https://agent.minimax.io/ #AIRevolution #TechInnovation #FutureOfAI #MiniMaxAgent #ArtificialIntelligence #AIForEveryone #NextGenTech #OpenSourceAI #SmartSolutions #TechTrends #AIModel #InnovationInTech #AIApplications #TechForGood #DigitalTransformation

Vy AI appears to be a suite of AI-powered tools. It includes a native Mac app with advanced interaction capabilities and reasoning agents, allowing users to create, edit, and run custom workflows for automating repetitive tasks. Vyro, which seems related, focuses on building content creation tools using AI and machine learning to enhance creative expression. https://vercept.com/

Vy is a native Mac app that uses advanced interaction capabilities and reasoning agents for human-computer interaction. It aims to eliminate the need for clicking, memorizing shortcuts, or navigating menus by allowing users to directly instruct the app. Vertex AI Agent Builder is another tool, that helps to create multi-agent experiences by building on existing processes. https://vercept.com/ #VyApp #MacApps #HumanComputerInteraction #AItechnology #VoiceControl #NoClickNeeded #AIAgents #VertexAI #MultiAgentSystems #AIBuilder #Automation #TechInnovation #FutureOfAI #SmartSolutions