OpenAI releases Evals API for developers 👨‍💻

In today's edition: What's Shaping the Future of Data?

• 🛠️The Roadmap for Mastering MLOps in 2025

• 💬How To Become A Prompt Engineer, Skills, Resources to learn

• 🧪Unit-testing AI Agents in the Browser

• 🕵️‍♂️MCP Rug Pulls and Tool Poisoning ‍

• 🎬 NVIDIA and Stanford’s one-minute AI cartoons

• 🎨 Altman Addresses Miyazaki AI Critique

• 🚀Nvidia’s new model beats DeepSeek’s R1 at half the price

• 💡 AI Tutorial:Clone any writing style using AI

• 🤖 AI Tools and Data Tools to checkout

The Roadmap for Mastering MLOps in 2025

Organizations increasingly adopt machine learning solutions into their daily operations and long-term strategies, and, as a result, the need for effective standards for deploying and maintaining machine learning systems has become critical. MLOps (short for machine learning operations) arose to meet these needs.

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How To Become A Prompt Engineer, Skills, Resources to learn

AI prompt engineering positions command lucrative salaries, ranging from $175,000 to over $300,000 annually, making it an appealing career choice. However, excelling as an AI prompt engineer demands more than just adeptly asking questions.

Introducing the Evals API

OpenAI has released the Evals API for developers. The API enables developers to programmatically define tests, automate evaluation runs, and quickly iterate on prompts. It allows developers to integrate Evals anywhere in a workflow. Evals are still available in the dashboard.

Unit-testing AI Agents in the Browser

Gemini is the cheapest, most accurate, and among the fastest models on the market; GPT-4o and Claude 3.5 Sonnet are pretty good, but not worth the 20-30x price premium over Gemini; and newer models like Claude 3.7 Sonnet and GPT-4.5 seem more creative and not ideal for doing exactly what you want to do.

MCP Rug Pulls and Tool Poisoning ‍💥

MCP is quickly becoming the go-to standard for connecting AI agents to external tools, streamlining how these systems interact with the real world. Major players like OpenAI and Google are throwing their weight behind it. MCP's increasing adoption brings convenience, but also introduces new security challenges that developers should be aware of.

Trump’s Trade War Is Already Here—How to Hedge Your Portfolio?

Around $6.8 trillion dollars in value has been wiped from U.S. stocks, as Wall Street is reportedly already reacting to a new era of trade wars. But as stocks slip and inflation worries reignite, one asset class may remain uncorrelated: fine art.

Unlike equities, contemporary art has near-zero correlation to stocks. In fact, Masterworks data shows it has outpaced the S&P 500 by 32% since 1995, making it a go-to hedge for a slice of savvy investor portfolios.

Masterworks’ platform allows everyday investors to invest in shares of multimillion-dollar artwork offerings featuring artists like Picasso and Basquiat. With 23 exits across their 450+ offerings—all profitable—it’s clear why investors are flocking to art.

Don’t wait for the next tariff shock—invest in art today.

👨‍💻 Data Tools, Libraries

Apache ECharts (Website)

Apache ECharts is an open source JavaScript visualization library. It features flexible chart types, a powerful rendering engine, elegant visual design, and a healthy community.

Magika (GitHub Repo)

Magika is an AI-powered file type detection tool. It uses a custom Keras model that only weighs around 1MB to enable precise file identification within milliseconds when running on a single CPU.

AI News:

🗣️ Amazon’s new voice model, video upgrade

Amazon just launched Nova Sonic, a new voice model for human-like voice interactions — alongside an upgraded Nova Reels 1.1 video model with upgraded quality and generation length. Nova Sonic processes voice input and generates natural speech with a latency of 1.09 seconds, outperforming OpenAI's voice models by significant margins.

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🎬 NVIDIA and Stanford’s one-minute AI cartoons

NVIDIA and Stanford researchers just unveiled "Test-Time Training," an AI technique that enables longer video generation than previously possible—with demos producing minute-long cartoon clips with improved consistency and storytelling.

🎨 Altman Addresses Miyazaki AI Critique

Renowned animator Hayao Miyazaki’s past comments labeling AI as "an insult to life itself" gained renewed attention. OpenAI CEO Sam Altman responded by recognizing both the advantages and potential downsides of AI-generated art, emphasizing AI’s broader positive impact on creative accessibility.

Nvidia’s new model beats DeepSeek’s R1 at half the price

The chip giant tweaked Meta’s Llama 3.1 (released months before last week’s Llama 4) to make it more powerful and energy efficient, even for advanced reasoning tasks. Open models often have a longer shelf life, since anyone can fine-tune them far beyond their original stats. For example, a little-known startup called Deep Cogito just used Llama and Alibaba’s Qwen to build a family of open-source LLMs that it claims are now best-in-class for their size.

Mira Murati's AI startup gains prominent ex-OpenAI advisers

Thinking Machines Lab has gained former OpenAI chief research officer Bob McGrew and Alec Radford, a former OpenAI researcher behind many of the company's more transformative innovations.

Design Intelligence: Squarespace’s Approach to AI 

Through Squarespace’s cutting-edge features that combine automation, design presets, creative guidance, and generative AI, Design Intelligence makes it easy to build a beautiful and impactful website. With just a few pieces of information, Blueprint AI generates an entire website customized based off your brand’s goals, name, and personality. It’s AI speed, with Squarespace’s 20+ years of design expertise in website building. 

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AI Tutorial

Clone any writing style using AI

1. Go to Claude’s website and sign up.

2. Click ‘Choose Style,’ then select ‘Create and Edit Styles.’

3. Click ‘Create Custom Style.’

4. Upload a writing sample in your preferred style so Claude can analyze it properly.

5. Click ‘Create Style’ and wait for it to process.

6. Once it’s ready, click ‘Use Style’ to start using it.

7. Claude will respond in the writing style you provided within seconds.

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🔥Top AI tools to increase productivity: 

1. Trolly AI: Revolutionizing SEO Content Creation with Advanced AI Technology.

2. pre.dev accelerates idea to development.

3. AskGPT extension enhances web browsers by providing AI-powered summaries and insights directly on web pages.

4. Editby - Create content for your blog, newspaper, newsletter, press notes, social networks etc. with AI.

5. Data Analyst AI connects Google Analytics with ChatGPT, delivering AI-powered eCommerce insights and automated weekly reports.

6. Videotok - Create viral TikToks and Reels from text to Video with AI

7. Maze Guru is a conversational AI tool for generating videos and images

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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