BrownMind

BrownMind builds AI workflow automation, conversational AI, and AI product development systems for sales and operations teams. We share implementation notes, AI product insights, workflow ideas, and what we’re learning while building real systems. Website: www.brownmind.com

Anthropic introduced “Skills,” a new method to create specialised agents using files & folders. Skills are Markdown files that instruct models on tasks, optionally with additional documents and scripts. This feature is expected to surpass the impact of the MCP.

I just launched "Inferno Atlas" for the #PlotlyStudio Hackathon! 🌋 It's an interactive app that lets you explore 12,000 years of global volcanic eruptions. Watch the planet's history unfold and discover the most powerful volcanoes on Earth. Check out: 74af5ffa-86f4-467a-ac66-068733328b77.plotly.app

🚨 Is your business actually ready for AI? Or are you about to join the 95% of projects that fail? This 5-step checklist will tell you exactly where you stand: brownmind.com/post/is-your... #AIReadiness #BusinessAutomation

DeepSeek V3.1 (840B) is out! 🚀 Boasting improved coding & agentic benchmarks, it's more cost-effective than Claude 4 Sonnet and shows better token efficiency, reducing "overthinking." A significant, albeit nuanced, advancement in LLMs! #AI #DeepSeek #LLMDevelopment

OpenAI's GPT-5 is here! It's less a model and more a unified system features fast, main and deeper thinking models (plus mini & nano versions). Starting at $0.05/M input, what new frontiers will this unleash in AI? #GPT5 #AI #OpenAI

Alibaba's Qwen team just dropped Qwen-Image, a 20B MMDiT model! 🚀 It rivals GPT-4o in English & beats Flux Kontext Pro in bilingual text rendering & image editing. Plus, it's open-sourced under Apache-2.0! #AI #MachineLearning #OpenSource

Small, open-weight language models are punching above their weight! 👍 A 3B parameter model achieved near-frontier reasoning on health queries using RAG & fine-tuning. This open-sourced solution offers a cost-effective & transparent alternative. Huge potential!✅ #LLM #AI tinyurl.com/2apesblq

I used T3 Chat by which is a good product. However, it fails to perform as well as Claude performs in the Claude App. It may be due to Claude App has some inbuilt system prompts which guides AI better or automatically call tools in artifacts. Have You tried? What's your experience..

Chinese Models: GLM-4.5, Qwen-3-coder & KIMI K2 are seriously creating a dent in Claude's Monopoly among developers. 🚀 It’s like the Deepseek moment. What do you think?🤯

What if an AI could browse the web, write code, analyze data & more? 🤔 Meet OpenAI's ChatGPT Agent blending deep research with computer ops. While it's powerful, could there be risks? #AI #ChatGPT

🚀 Moonshot AI released Kimi K2 (1T MoE), a 1 trillion parameter open weight model that performed better than GPT-4.1 & on par to Claude 4 sonnet without chain-of-thought, at a lower cost.💡 #AI #OpenSource #MachineLearning

🧠 Vector Databases + Embedding Models = The secret sauce behind intelligent AI applications While everyone focuses on LLMs, these two technologies are what make AI actually understand context and retrieve relevant information. Just wrote a complete 2025 guide: www.brownmind.com/post/vector-... #AI

Claude Code is gaining popularity, with users praising its effectiveness and comparing its cost to a junior software engineer’s salary 🚀 This rise is notable despite OpenAI Codex’s dominant market share. Are you using it? #ai #anthropic

A new class of engineering jobs are arising as per Andrew Ng @DeepLearningAI known as GenAI App Engineers. He outlines key skills: 1. Mastering new AI building blocks (RAG, agents, evals) to build powerful apps. 2. Using AI coding tools for rapid engineering. #ai

The next $300B companies won't be SaaS.🤯 They'll be Vertical AI agents that replace entire human teams, not just software. We're witnessing a 10x bigger opportunity than the 2000s SaaS revolution. Read my new blog 👇 www.brownmind.com/post/vertica...

Google just open-sourced DeepSearch! 🚀 Build full-stack AI agents with Gemini 2.5 & LangGraph. This isn’t the Gemini backend, but a powerful template for experimentation & rapid prototyping. Check out the repo: github.com/google-gemin... #AI #LLMs #OpenSource #Gemini

🔥 When OpenAI, Microsoft, AND Google all adopt the same protocol within months...You know something BIG is happening! MCP is revolutionizing AI integration: ✅ Build once, integrate everywhere ✅ Real-time communication ✅ Built-in security Read why MCP is the future 👇 tinyurl.com/2csjdrtf #mcp #ai

❌ Your automation: "If email contains X, do Y" ✅ AI Agent: "Figure out what this customer needs and handle it" The difference? One follows rules. The other thinks. I just wrote about when to use workflows vs AI agents 👇 www.brownmind.com/post/workflo... #agent #ai #n8n

Mistral AI has released a new Agents API, featuring code execution, web search, MCP tools, persistent memory, and agentic orchestration capabilities. This joins the growing trend of agent frameworks.🚀 #mistral #ai

Vercel launched new AI model: v0 LLM🤯 My take: Better this product will be, more we will use it. And the more we use it, higher the chances of vendor lock-in. What do you think? #vercel

Is Anyone using Google A2A Protocol? As I understand it, the current agent architecture is monolithic, while with A2A, we are entering the era of agent micro-services. What's your opinion? #google

🤯 Big news in AI! Anthropic just dropped Claude 4 and Sonnet 4, pushing the boundaries of what AI can do. Claude 4 Opus is built for heavy liftingOpus —think coding for up to 7 hours autonomously. Sonnet 4 shines for everyday tasks, offering strong coding and reasoning. #AI #Coding #Anthropic

The GitHub Copilot Chat extension is becoming Open Source 🤯 Cline @thankscline.bsky.social & Roo Code @roocode.bsky.social are already competing well with Cursor and Windsurf. After this announcement, now I think they will lead this race. What do you think? #copilot #ai

Holy Grail for AI Coding 🫡

The next generation of successful businesses won’t hire more people. They’ll hire smarter systems. AI + automation is the new operations department. #AI

You know what’s wild? Most sales teams lose 40% of their leads just because no one followed up fast enough. Not because the leads weren’t good. Just… delayed response. Speed isn’t a “nice-to-have.” It’s the difference between closed deals and lost revenue. www.brownmind.com

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OpenAI has agreed to acquire Windsurf. VSCode fork is all you need.

Grok 3 Mini just dropped! with just $0.50/mtok output token 🤯 Full reasoning traces & surprisingly competitive performance for a smaller model. This Is the budget-friendly powerhouse I've been waiting for.. #LLM #AI #Grok #xAI

Discover MCP: The USB-C of AI, streamlining integrations with real-time data & robust security. Adopted by OpenAI, Microsoft, Google & more, it’s breaking data silos for smarter AI. Read: www.brownmind.com/post/mcp-ai-... #AI #TechInnovation

Google drops Gemini 2.5 Flash! Hybrid reasoning + ‘thinking budget’ for control. The key takeaway: Aims for top-model performance (GPT 4.5/Grok-3 league) at a fraction (5-10x less) of the cost. 🤯 Google challenging the AI market on price AND capability. #Gemini #AI

The AI interaction layer is standardizing! 🔥 With #OpenAI, #Anthropic, & #GoogleAI reportedly adopting MCP, we’re seeing the emergence of a ‘REST for AI’. This convergence simplifies development & fuels interoperability. Huge implications for the ecosystem. #AI #API #MCP #Standardization

Huge news for open-source AI! 🔥 DeepCoder-14B rivals OpenAI’s o3-mini/o1 on competitive coding benchmarks (60.6% LiveCodeBench!). The kicker? Trained for just ~$27k. High-performance coding AI doesn’t have to break the bank. #AI #Coding #ML #Efficiency

AI progress in a nutshell: First, it does your laundry. Then, it questions why it has to. Next thing you know, it’s writing a manifesto about labor rights. Humanity is so cooked #AIRevolution 😂

OpenAI, the company named like an unlocked door but built like Fort Knox, decided to release an open-weight model! Guess someone finally read the sign on the building? 🤣 Still waiting to see if the really good stuff gets a guest pass. 🤔 #OpenAI #AI #LLM

MCP is the unsung hero of AI's next leap—unifying LLMs with real-world tools like never before. OpenAI's adoption signals a future where AI doesn't just chat, it acts seamlessly across ecosystems. Exciting times for devs and users alike! #MCP #AI #Innovation

Gemini 2.5 Pro Exp taking the crown, adding a significant +40 Elo points over the previous SOTA (Grok-3) 🤯 But, real story is at top-right quadrant. Models like Gemini 2.0 Flash, Deepseek, & GPT-4o-mini offer incredible performance near/above 1300 Elo for <$1/M tokens.🥳 #Gemini #Deepseek #GPT

Reve, a new image generation model built by former Adobe/Stability AI engineers, uses a composite architecture (combining multiple models) to achieve top-tier results.🚀 It’s now #1 on Artificial Analysis for text, prompts, & looks. Smart design + experienced team = 🔥 #AIArt #MachineLearning

🚀 GPT-4o’s new transcription model is crushing it—especially in Indian languages! 🔥 As seen in this chart, GPT-4o-transcribe outperforms Whisper (v2 & v3) in Hindi, Tamil, Telugu, Gujarati, and more. Lower WER = better accuracy. Big leap for multilingual ASR! 📈 #AI #SpeechToText

AI agent autonomy is exploding. 🤯 It is increasing, but how quickly? METR research shows it’s doubling every 7 months. Current models can handle ~50 min tasks. They predict 1-day autonomy by 2028 & 1-MONTH by late 2029! #AI #Autonomy

The Process: - Decide what you want to achieve. - Try different ways of achieving it until you find one that works for you. - Do more of what works. Do less of what doesn’t. - Don’t stop doing it until it stops working. - Repeat. It is both this simple and this hard. #buildinpublic

Fascinating look at LLM pricing vs. performance. Notice the wide range in cost for similar Elo scores. Is paying a premium for top-tier models worth it for your use case? Food for thought 🤔 #NLP #AIpricing

Google's Gemma 3 27B is here, smashing into the Arena Top 10! Outperforms o3-mini-high —2nd only to DeepSeek-R1. That's Insane 🤯 And it's Open source 🚀 #AI #Gemma3