The ever-so careful Anthropic ! Meticulously daling with the fundamentals the complete exact opposite of OpenAI (Oh wait they are ex-OpenAI emplyess by the way .. right ?) Anthropic’s new Research feature adopts a multi-agent architecture where a lead Claude model orchestrates specialized subagents that search the web and other tools in parallel, enabling dynamic, breadth-first investigations that outperform single-agent approaches. Achieving dependable performance required careful prompt engineering—teaching agents how to delegate, scale effort, choose tools, and think aloud—as well as bespoke evaluation methods that combine LLM-as-judge metrics with human review. While the system delivers significant accuracy and speed gains, it also introduces engineering and economic challenges such as heavy token consumption, stateful error handling, and complex deployment, all of which demand rigorous observability, iterative testing, and robust production safeguards. #claude #anthropic #research #multiagent #airesearch #webresearch #perplexity #searchgpt #tavily #aiagents #promptengineering #llmasajudge #aiorchestration #parallelprocessing #breadthfirst #tokenoptimization #aiobservability #productionai #aitools #aievaluation https://www.anthropic.com/engineering/built-multi-agent-research-system

Talking about Cluely they been making hella noise on Soc of late. Its giving "Marketing Geniuses" more than tech Tech Bros ! Andreessen Horowitz has invested $15 million in Cluely Inc., a 21-year-old founder’s AI startup renowned for its “cheat on everything” slogan and viral, controversy-driven marketing; the company, created by Columbia University dropout Roy Lee after he was expelled for building an AI interview-cheating tool, now develops AI transcription and related services while courting attention through provocative social-media stunts and unconventional workplace perks. #cluely #andreessenhorowitz #aitranscription #otter #rev #trint #aiinterviews #aistartup #transcription #aitools #aifunding #venturetech #aiservices #columbiauni #startup #artificialintelligence #speechtotext #airecording #transcriptionai #meetingai https://economictimes.indiatimes.com/tech/artificial-intelligence/horowitz-backs-ai-startup-with-slogan-cheat-at-everything/articleshow/122000813.cms

Hugging Face has recently launched DeepSite v2, a revolutionary tool designed to simplify web development by allowing users to create websites and applications using AI without any coding skills required. This innovative platform enables users to generate and modify websites through simple text prompts, making the process accessible to everyone. DeepSite v2 introduces several enhancements over its predecessor, including a more streamlined interface and improved performance, which cater specifically to creators looking for efficient solutions in web design and game development. The tool supports instant previews of projects, allowing users to see real-time modifications as they work, thus enhancing the creative process. Overall, DeepSite v2 represents a significant step forward in AI-driven web development, aligning with Hugging Face's commitment to democratizing technology and fostering creativity among its users. #DeepSiteV2 #HuggingFace #Webflow #Wix #Framer #NoCode #AIWebDevelopment #TextToWebsite #LowCode #WebDesign #AIPrompts #InstantPreview #GameDevelopment #CreativeTools #WebBuilder #AITools #NoCodeMovement #DragAndDrop #WebsiteBuilder #TechDemocratization https://huggingface.co/spaces/enzostvs/deepsite

In a recent comment on the Cursor forum, user Clef expressed frustration about the new Unlimited agent requests feature. They feel that aggressive rate limits have drastically impacted their productivity, making it difficult to work on projects effectively. Clef highlighted that waiting for hours to access their preferred Claude 4 Sonnet agent is frustrating, especially when the previous limit of 500 requests felt more manageable. They also criticized the lack of transparency regarding rate limits, suggesting that users should receive clear information about when they can resume work or upgrade options. Overall, the comment emphasizes the need for the Cursor team to consider the needs of pro users in their updates and improve communication regarding changes. https://forum.cursor.com/t/cursor-new-unlimited-update/107729

🚀 Explore the world of AI with local, open-source alternatives to ChatGPT! 🖥️ These tools offer privacy, offline access, and full control over your chatbot experience. Here are 10 of the best options from a recent roundup: Gaia by AMD - A user-friendly model running fully locally on Windows PCs, optimized for Ryzen AI. Ollama - A sleek interface for LLaMA, Mistral, and Gemma, making local LLM usage simple and efficient. LM Studio - A GUI application that supports various models and offers an intuitive user experience. LocalAI - An API-compatible tool that allows easy integration of local LLMs into your applications. Text Generation Web UI (oobabooga) - A feature-rich local LLM with extensive plugin support and community-driven enhancements. PrivateGPT - Offers a fully offline AI experience with document querying capabilities, perfect for sensitive data. GPT4All - A plug-and-play solution for using multiple LLMs seamlessly on consumer hardware. Jan - A beautiful local assistant with a focus on code assistance, catering especially to macOS users. Hermes/KoboldAI Horde - Designed for storytelling and dialogue, perfect for writers and creatives. Chatbot UI + Ollama Backend - A ChatGPT-style interface for a personalized local chatbot experience. These tools not only protect your privacy but also empower you to customize your AI interactions. Dive into the open-source revolution! #AI #ChatGPT #OpenSource #LocalAI #Privacy #MachineLearning #LLM #NLP #DevTools #localai #opensource #chatgpt #llm #ai #gaia #ollama #lmstudio #textgenerationwebui #privategpt #gpt4all #jan #hermes #koboldai #chatbotui #amd #ryzenai #llama #mistral #gemma #macos #offlineai #aicoding #chatbot #localmodels https://dev.to/therealmrmumba/10-best-open-source-chatgpt-alternative-that-runs-100-locally-jdc

Void is an open-source Cursor alternative that allows users to use AI agents on their codebase, checkpoint and visualize changes, and bring any model or host locally. It sends messages directly to providers without retaining user data. Main Function Points Use AI agents on your codebase Checkpoint and visualize changes Bring any model or host locally Send messages directly to providers without retaining user data #void #cursor #aicoding #codeagent #ai #opensource #localai #datasecurity #codereview #git #checkpoint #visualization #llm #codemodels https://voideditor.com/ https://github.com/voideditor/void

Elon Musk is set to release Grok 4 shortly after July 4th. It will be a new version of his AI assistant, accessible via grok.com, iOS, and Android. The release is pending one final run for a specialized coding model. This suggests Grok 4 will have enhanced capabilities and improvements compared to previous versions, potentially including a focus on coding tasks. The availability across multiple platforms indicates a broad accessibility strategy. #Grok4 #Grok #AIassistant #ElonMusk #AI #CodingModel #AIcoding #LLM #LargeLanguageModels #Gemini #ChatGPT #ClaudeAI #AIupdate #MachineLearning #grokdotcom #iOS #Android #AIAccessibility https://www.youtube.com/watch?v=JmPhTvhJNWU

Claude Code Anthropic's Claude Code extension brings the power of AI directly to your Visual Studio Code environment. This integration allows you to leverage Claude's coding capabilities without leaving your editor. Key features include automatic setup, context-aware code suggestions based on your selections, and an easy-to-use diff viewer for reviewing changes. By integrating directly with VS Code, Claude Code streamlines your workflow and makes AI-assisted coding more efficient. Note that Claude Code requires a separate installation of the standalone Claude Code application and is still in early release. #ClaudeCode #ClaudeAI #Anthropic #VSCodeExtension #AICodingAssistant #AIForDevelopers #CodeCompletion #SoftwareEngineering #IDEIntegration #AIDrivenDevelopment #CodeAssistant #ProgrammingTools

CapCut's AI video generator revolutionizes creative video production by enabling users to effortlessly create stunning videos from text prompts or images in seconds. It enhances user engagement by adding appropriate background music automatically and offers full creative freedom to edit AI-generated content. The platform is entirely free and provides unlimited access to media assets, making it a powerful tool for both personal projects and marketing needs. #CapCut #AIVideoGenerator #VideoEditing #AIContentCreation #TextToVideo #ImageToVideo #MarketingVideos #FreeVideoEditor #AIBackgroundMusic #VideoProduction #RunwayML #PikaLabs #Synthesia https://www.capcut.com/tools/ai-video-generator https://www.capcut.com/ai-creator/start

Official Video from MIT peronnel in charge of the study on AI impact on children's learning A study from MIT's Media Lab reveals that using ChatGPT for educational purposes may impair critical thinking and cognitive engagement in users, particularly younger ones. Participants who utilized ChatGPT exhibited lower brain activity and creativity than those who either did not use AI or relied on traditional search methods like Google. These findings raise concerns about the impact of generative AI on learning, suggesting that as society increasingly adopts AI for education, cognitive development might suffer long-term. Key Points A recent MIT study indicates ChatGPT users showed the lowest brain engagement compared to those using traditional search methods or none at all. Subjects using ChatGPT produced similar essays lacking original thought and showed a tendency to plagiarize content as the study progressed. The brain activity of the ChatGPT group indicated lower executive control and attentional engagement, suggesting that reliance on AI could hinder cognitive processes. In contrast, the group that did not use AI displayed higher neural connectivity, creativity, and satisfaction with their writing. The study's author, Nataliya Kosmyna, emphasizes the potential for detrimental effects on developing minds if AI tools are improperly implemented in education. Psychiatrist Dr. Zishan Khan warns of psychological consequences for children overly dependent on AI, which may weaken essential cognitive skills. The research highlights the necessity for active legislation and educational practices to ensure that AI complements, rather than detracts from, the developing brain's capabilities. https://time.com/7295195/ai-chatgpt-google-learning-school/

MarkItDown is a Python tool designed to convert various file types, including PDFs, Word documents, and audio files, into Markdown format, facilitating text analysis and integration with large language models (LLMs). The tool emphasizes the preservation of document structure during conversion and introduces a protocol for interactive LLM functionalities. Its recent updates have clarified dependencies and broadened support for different file formats, catering to developers and users alike. Key Points - MarkItDown is a Python utility specifically for converting multiple document types into Markdown format optimized for text analysis and LLM applications. - The tool supports a wide array of file formats including PDF, PowerPoint, Word, Excel, images, audio, HTML, and even YouTube URLs. - Recent updates addressed breaking changes in functionality, requiring a binary file-like object in conversion methods and revising the DocumentConverter interface. - Users can install MarkItDown through pip with optional dependencies tailored to specific file formats for more customized installations. - Plugins are supported, which allows third-party contributions to extend MarkItDown's capabilities, although they are disabled by default. - The integration of Microsoft Document Intelligence is available for enhanced conversion features, specifically for PDF files. - MarkItDown requires Python 3.10 or higher, and it is recommended to use a virtual environment for installation to prevent dependency issues. #MarkItDown #python #markdown #llms #textanalysis #pdfconversion #documentconversion #microsoftdocumentintelligence #pypdf #unstructured #doctr #virtualenv #pip #opensource https://github.com/microsoft/markitdown

ElevenLabs offers a free, experimental AI voice assistant, 11ai, designed for voice-first interactions. During its experimental phase, free access is provided to gather user feedback and showcase its capabilities. Users can build and customize their own AI voice assistants, integrating them with numerous tools. The AI assistant can automate tasks, leveraging MCP integration. The emphasis is on voice-first interaction and task automation, making it accessible and easy to use. https://11.ai/app/sign-in?redirect=%2F #AIRevolution #VoiceAssistant #TechInnovation #AI #Automation #FutureTech #ElevenLabs #VoiceTechnology #TechForGood #DigitalTransformation #Innovation #SmartTech #TechTrends #AIIntegration #VoiceFirst #AutomationTools