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- 🤖 Run Nemotron 3.5 Bolt Locally With 24GB Memory
🤖 Run Nemotron 3.5 Bolt Locally With 24GB Memory
🦾Plus: 🕵️♂️ Jensen Huang admits affair amid Chinese spy claims
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Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: Here is roundup of Egres database, Data Ingestion Tools, LLM Search 👇
🧠LLMs are terrible at designing AI systems
🛠️How to “manage” coding agents (by Anthropic)
🌐How to build a coding setup you can use from anywhere
💤 Anthropic’s Claude ‘dreams’ to fix its own memory
💡 AI Tutorial:How to Set Up and Use OpenAI Dots
🤖AI Tools and Data Tools to checkout
NVIDIA’s Nemotron 3.5 Bolt 74B-A9B is a vision-language model built for local agent work. It supports text, images, video, and tool calling, with 74B total parameters and 9B active per token. NVIDIA designed Bolt to run within a 24GB memory budget by compressing the model and storing most expert weights at roughly two bits each. To run it yourself, Unsloth provides a downloadable GGUF version called IQ2_XXS. It’s 22GB and loads in Unsloth Desktop or llama.cpp.
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Machine learning (ML) is a type of artificial intelligence (AI) that allows software applications o become more accurate at predicting outcomes without being explicitly programmed to do so. Machine learning algorithms use historical data as input to predict new output values.
Large language models don't know how to design software that uses LLMs. This could be because most training code is pre-LLMs, or RLVR may just not be a good environment to write code that calls LLMs. Also, current AI agents might just not be good enough at software design for the task. LLMs are good and bad seemingly at random, but if you can predict where they will do well or badly ahead of time, you can get enormous value from them.
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This guide shows why working with agents is starting to look a lot like managing a team. You’ll learn how to give better context, build in self-checks, know when to step in, and scale more agents without spending your day supervising every move.
This tutorial shows how to turn a MacBook, a headless Mac mini, and even your phone into one always-available dev workflow. You’ll learn how to connect machines with Tailscale, SSH into your setup remotely, and keep coding agents running on heavier hardware while you work from wherever you are.
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👨💻 Data Tools, Libraries
Get ready for the Claude Certified Architect exam with Packt's FREE 45-minute webinar! Explore exam topics, watch a live AI agent demo, practice exam questions, and grab your FREE Starter Kit!
Try Snowflake free for 30 days with $400 in credits and run your analytics, pipelines and AI on one platform. Load your data, run SQL at any scale, and build pipelines and ML models without managing infrastructure.
VectorAI DB: Do you need a vector database? Find out in 30 seconds. Before you budget for a vector database, check whether you need one. Answer a few questions about your data, latency, filtering and deployment.
AI News:
Nvidia’s board of directors just ordered an independent review of reports that CEO Jensen Huang was targeted by a “foreign intelligence effort,” with Huang admitting to an extramarital affair in a letter to staff and saying, “There is no excuse for what I did. I am deeply sorry.” Sec. of State Marco Rubio reportedly oversaw a spring memo on Jensen and Alice Huang, an Nvidia customer exec it linked to China’s top spy agency.
Attio is the #1 fastest-growing CRM on Brex and Ramp.
Built for the most ambitious companies in GTM, Attio is an end to end revenue platform that allows teams to run multiple plays across different revenue motions and lifecycles.
Teams at the frontier are already building on it: Granola, turbopuffer, Modal, and many many more.
Anthropic just published its own take on AI “dreaming,” sharing how Claude agents use downtime to fix and reorganize their memory, and what it’s learned about what an AI should actually bother remembering. Memory refers to notes Claude saves as files and reads back in later sessions, so it can build on past work instead of starting from scratch each time.
The U.S. cleared Chinese firms with blacklisted ties to handle Nvidia’s AI chips. Baidu, BYD and Tesla’s Shanghai unit are among roughly two dozen firms cleared for Nvidia’s H200. Reporters visited two of them, New Matrix and Maginfra, and found nothing but empty offices. Analysts tie Maginfra to sanctioned server maker Inspur, and two more approved firms link to suppliers of China’s military.
Robots don’t figure out how to sit in a chair on their own. A person has to walk them through it again and again. That’s a big reason why home robots still feel far off. But Apple may have found a way around it. They trained a humanoid robot in 1,000 homes that don’t exist. A computer generated each one with its own layout and furniture. Then the robot practiced inside them until it could get around on its own.
Nous Research released Arete-27B, an open-source AI model built from Alibaba's Qwen3.8-27B, fine-tuned to reduce Chinese government-aligned responses and reinforce Western values. The team trained it on 53 million tokens and tested it across 803 prompts covering freedom of speech, democracy, privacy, and other political topics
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AI Tutorial
How to Set Up and Use OpenAI Dots
OpenAI Dots lets you create an AI helper that can work with your apps, files, and tasks. Here is how to set one up:
Open ChatGPT on desktop or the desktop app.
Click Dots, create a new Dot, and name it.
Connect apps like Gmail, Calendar, Drive, Slack, or other supported tools.
Choose whether the Dot can access your computer and files.
Set permissions for what it can do automatically and what needs your approval.
Give it a task, such as checking your email and calendar each morning.
Track its work under In Progress, Scheduled, and Completed.
If you don't see Dots, it may not be available for your account or region yet. So, use a VPN
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
🔥Top AI tools to increase productivity:
Marblism generates a fully-functional web application from a single prompt:
Clipwing A tool for cutting long videos into dozens of short clips
aiPDF is an innovative, multi-modal tool designed to work with a wide array of inputs, including ebooks, web articles, YouTube videos, podcasts.
xLeadForge is an X outbound workspace for people who need to find and contact the right audience
Ito is an AI-powered quality assurance platform built for modern software teams
Creatii AI helps creators, marketers, and brands generate polished AI videos, images
dOCR is one API for documents and the web
View our database of all the best AI tools for your needs: aitoolsup.com
Have cool resources to share? Submit AI tool
A.I. Generated Image of the Day
👀 Oblesk Iv: Throne Room of Distant Gods
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