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- 🤖 Scikit‐LLM vs. traditional text classifier
🤖 Scikit‐LLM vs. traditional text classifier
🦾Plus: 🚫 S&P 500 Rejected SpaceX (+ OpenAI & Anthropic)
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Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: Top stories you should know 👇
🛡️6 Leading Red Teaming Companies for Enterprises in 2026
🧭Arena.AI unveils a real-world benchmark for agents
🎨Cursor adds visual editing and token insights to canvases
🧠AI agents can now learn a person’s work style as a portable skill
💸 OpenAI Launches OSS Program
🕶️ Meta Hid Face Recognition in Phones
💡 AI Tutorial:How to create your digital twin with Gemini Omni
🤖AI Tools and Data Tools to checkout
In this article, you will learn how to benchmark three text classification approaches — from a classical TF-IDF pipeline to a zero-shot large language model — to understand when each is most appropriate. How to implement and evaluate a classical TF-IDF and logistic regression text classification pipeline.
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Red teaming has changed from a technical exercise into a leadership test. A decade ago, many enterprises treated red team engagements as advanced penetration tests. The goal was to find a way in, prove a compromise, write a report, and hand remediation back to internal teams.
The SF-based startup just rolled out Agent Mode, where frontier models like GPT-5.5, Claude Opus 4.7, and Gemini 3.1 Pro handle complex, multi-step tasks in a sandbox equipped with web search and coding tools. Every session contributes to a public leaderboard. It tracks how often models successfully complete jobs, follow instructions, and avoid making up tools.
The AI coding startup just unveiled two new features to help engineers move faster. Design Mode allows you to annotate UI elements directly so you don't have to describe every fix in a prompt. There's also a new context report that shows exactly how tokens are being used across system prompts, rules, and skills, with a quick-reset button to clear out the bloat and keep things lean.
COLLEAGUE.SKILL from Shanghai Artificial Intelligence Laboratory turns expert traces into versioned AI skill packages. It captures both capability knowledge, like habits and decision rules, and behavior knowledge, like communication style and correction history. Big impact: personal AI agents may move beyond hidden memory into inspectable, editable, and shareable skill systems.
10x the context. Half the time.
Speak your prompts into ChatGPT or Claude and get detailed, paste-ready input that actually gives you useful output. Wispr Flow captures what you'd cut when typing. Free on Mac, Windows, and iPhone.
👨💻 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.
Sintra: The AI "dream team" for overwhelmed operators. Access 12+ specialized agents that handle marketing, sales, ops, and much more for you - no prompting experience required.
AI News:
SpaceX has been pushing its swift entry into several stock market indexes as a condition of its historic market debut. But the S&P 500 isn’t biting. The S&P Dow Jones (the company that creates and manages indexes such as the S&P 500) is refusing to bend its rules for the space and AI company. In rejecting this monumental exception, it’s also shattered the possibility for OpenAI and Anthropic to expect an exception for their expected IPOs.
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The volunteers who keep critical open-source software alive get six months of ChatGPT Pro with Codex, Codex Security, and credits from a $1M fund. If you maintain a project, you may be eligible.
Publicly it was “still thinking through” face recognition. Privately the code already shipped to 50M+ phones via its AI app. NameTag turns faces caught by your Ray-Bans into faceprints, reviving tech Meta deleted in 2021.
AI, eh? That’s what Canada’s hoping more of its residents say now that it’s launching a national AI strategy that includes a $500M CAD (~$360M USD) fund designed to help Canadian AI companies compete globally and keep its talent and intellectual property anchored domestically.
Another win for SpaceX’s historic IPO. The company just announced a new deal where Google will pay it $920 million per month from October 2026 through June 2029 for access to “approximately 110,000 NVIDIA GPUs, CPUs, memory, and other related components.” The deal is similar to the one SpaceX announced with Anthropic in late may for $1.25 billion per month for compute through 2029.
Ultimate AI Tool Kit is a massive guide that covers everything you need to know about Artificial Intelligence, AI Tools and ChatGPT. It is designed for those who want to be more than just an average person when it comes to AI and ChatGPT, GPTs.️
AI Tutorial
How to create your digital twin with Gemini Omni
Open the Gemini app
Click ‘+’ > More uploads > Select ‘Avatar’
Scan the QR code with your phone and follow the on-screen instructions to create your personalized digital avatar
Once done, select your avatar from the tools menu and create your video
Your avatar will show in your prompt as @[your Google username]
Enter your prompt: "Create a video of @[your Google username] singing with an orchestra."
Hit ‘Submit’ and Gemini will generate a video featuring your avatar based on your prompt
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🔥Top AI tools to increase productivity:
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.
CCPayment is a cryptocurrency payment platform allowing merchants to accept and payouts
HuePress is a SaaS platform providing therapy-grade, high-quality printable coloring pages
Creatives Takeover is an AI platform that turns raw founder ideas into business plans
Pixel‑exact AI image generator composing scenes on fixed canvases
Reelbase - Create Viral TikTok Slideshows in Seconds
Qeeebo is an AI-curated question-and-answer platform built with a clear and ambitious purpose
View our database of all the best AI tools for your needs: aitoolsup.com
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A.I. Generated Image of the Day
👀 "The Cailleach: A Powerful, Ancient Creator Deity"
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