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- The future of MCP 👨💻
The future of MCP 👨💻
🦾Plus: 🔬 Lady Gaga's startup trains AI on human skin
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Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: Here is roundup of Nvidia new model, Fine-Tuning LLMs, Ox Alpha 👇
💻Claude Code remote control
🛡️Anthropic upgrades Claude Security scans
🧩Managing Small Context Windows in Language Models
📱 Apple's Foldable iPhone Will Help Bring Some Magic Back
💡 AI Tutorial:ChatGPT Can Now Search and Book Tables for You
🤖AI Tools and Data Tools to checkout
The updated roadmap for the Model Context Protocol (MCP) sets the direction for protocol work over the coming months. It is organized into five priority areas: agentic messaging primitives, HTTP-native transport unification and hardening, agent identity and enterprise-ready security, improved primitives, and improved SDK developer experience. Specification Enhancement Proposals that fall within these priority areas get expedited review and have the best chance of acceptance.
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10 open-source libraries changed this by rewriting how training happens. Custom kernels, smarter memory management, and efficient algorithms make it possible to fine-tune frontier models on consumer GPUs.
Claude Code's Remote Control just got a serious reliability upgrade. If you've ever had your phone and laptop fall out of sync mid-session, that frustration is mostly gone now. What this opens up is real: you can kick off a coding session from your couch, walk to your desk, and pick it up without skipping a beat. Update your CLI, Desktop, and mobile apps to get all of this.
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Anthropic's most powerful security model was previously locked away, available only to a small vetted group. Now it's open to all Claude Enterprise customers, no special access needed. Claude Mythos 5 now powers Claude Security scans. Point it at a GitHub repo and it traces data flows across files, understands how components talk to each other, and catches bugs that basic pattern-matching tools miss entirely.
In this article, you will learn three practical strategies for managing small context windows in large language models, along with working Python examples that demonstrate how two of those strategies are implemented. Topics we will cover include:How context truncation via the sliding window approach keeps token usage flat and predictable.
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👨💻 Data Tools, Libraries
Impeccable (Website)
Impeccable is a set of AI skills that provides the design vocabulary required to create great design prompts.
Scion (GitHub Repo)
Scion is a multi-agent orchestrator designed to manage deep agents in isolated containers so they can work on different parts of projects without stepping on each other.
AI News:
OpenCode just unveiled Ox Alpha, a stealth AI packing a massive 1M token context and nearly unlimited rate limits. Technical fingerprints suggest it might be a secret multimodal variant from a major Chinese lab, but the makers of the model still remain in the shadows. In an early testing attempt, a developer reported an 80% success rate on coding tasks.
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Outer Bio, co-founded by Lady Gaga and fiancé Michael Polansky, emerged from stealth with Yuna, a platform that keeps human skin alive for four weeks and feeds its testing data into an AI looking for viable skincare compounds. Yuna keeps full-thickness ex vivo skin alive for four weeks — versus about a week normally — on a 3D-printed scaffold that feeds it and clears waste.
Apple is set to introduce its foldable iPhone at a launch event on or around September 9. Samsung has stolen some of the thunder from the launch by introducing a similar design, but that just reinforces that the new form factor is a winner. Apple's device reportedly excels as a camera viewfinder, but it lacks a telephoto camera, which could be an issue for early adopters spending over $2,000. The design also relies on Touch ID rather than Face ID.
Nvidia is building a free model to fight DeepSeek abroad and its own customers at home. A $6 billion licence hands Nvidia the system Poolside used to build its open coding models, along with 109 of its engineers. That work feeds Nemotron, whose next flagship should pass a trillion parameters and land as the largest open model anyone can download. Nvidia has run this licence and hire structure before, taking Groq's inference technology in December for close to $20 billion.
Alibaba runs two deliberately scrambled scripts on the AliExpress homepage, collina.js and fireyejs.js, which create a tone and drop the volume to nothing so it never actually plays. The computer still has to process that sound, and the scripts measure how it handled the job on the way out to the speakers, so muting the tab does not help because the page has no video or music player to mute.
AI Tutorial
ChatGPT Can Now Search and Book Tables for You
OpenAI rolled out restaurant reservation search directly inside ChatGPT, using OpenTable, Resy, and Yelp.
Here's how it works:
Go to ChatGPT and sign in.
Describe what you're looking for:
"Can you recommend a steakhouse for a date night with reservations on Thursday in West Houston?"
You can add time, party size, cuisine, budget, and other preferences.
ChatGPT will search across the three platforms, show you what's open, and book it right there once you pick a time.
Jobs:
This week's Data & Analytics jobs: I have updated my curated list with fresh openings. Browse and apply in one click: jobs
Machine Learning Engineer – Hybrid – Boston
Lead Machine Learning Engineer – Texas
Senior Data Engineer – Analytics – Boston
Data scientist - NY
🔥Top AI tools to increase productivity:
Alice - A native app that offers fast and reliable experience with models (OpenAI, Perplexity, Claude and more)
Linktopia - Community link-building for bloggers, entrepreneurs and startup brands to grow
VerifactAI is an AI fact-checking tool that allows you to fact-check your articles within a minute.
Undress AI Tool is a website that offers a deepnude application, allowing users to create modified images
Screenloop is the ultimate Talent Operations Platform, seamlessly integrating a next-gen ATS
Postlyy - All in one platform to create, schedule, and analyze content on X and LinkedIn
AirRankPilot helps local businesses get discovered by Google and AI tools like ChatGPT and Perplexity
InboxKit is your all-in-one platform for building, managing, and scaling cold-email infrastructure.
View our database of all the best AI tools for your needs: aitoolsup.com
Have cool resources to share? Submit AI tool
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