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- 🔥 Google rolls out Gemini 4 Argon
🔥 Google rolls out Gemini 4 Argon
🦾Plus: 🕵️ The FBI Arrested an OpenAI Employee Over a Hidden Mic
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Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: Here is roundup of OpenAI spy, Gemini 4 Argon, Apple HomeView 👇
🛠️Agent-written code forces Anthropic to replace Git
🏭How to build an anti-slop software factory
👨💻How senior engineers build with AI
🔁 AI’s taste skills move up self-improvement timeline
💡 AI Tutorial: How to find the 20% of actions driving 80%progress using Claude
🤖AI Tools and Data Tools to checkout
Gemini 4 Argon is now globally available guys! Google is rolling it out across paid APIs, Gemini, Search, Antigravity. If you’re on Ultra or Pro, check your account now. CEO Sundar Pichai says the model excels at multi-step tool use, and the Gemini team published 5 practical strategies to help you prompt Argon most effectively.
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LLM evaluation tools help teams measure how a model performs across various tasks, including reasoning, summarization, retrieval, coding, and instruction-following. They analyze performance trends, detect hallucinations, validate outputs against ground truth, and benchmark improvements during fine-tuning or prompt engineering
The AI lab just revealed it replaced Git with Scion, an in-house version control system built specifically for agents. Daily merges surged from around 2.5K in May to more than 30K by September, pushing Git past its limits. A seven-person team managed to migrate the entire monorepo in five months. CI checkouts now take seconds instead of minutes. The company expects other engineering teams to hit the same scaling bottleneck within a year.
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When AI agents write and review code at scale, small errors quickly snowball into an exponential mess of low-quality slop. To prevent this, teams need to optimize their repository setup with strict lint rules, file co-location, and strong type safety, making it nearly impossible for agents to slip bad code through.
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👨💻 Data Tools, Libraries
precloud
An open source command line interface that runs checks on infrastructure as code to catch potential deployment issues before deploying.
OTF
An open source alternative to terraform enterprise.
kysely
A type-safe typescript SQL query builder.
GraphGPT
Extrapolating knowledge graphs from unstructured text using GPT-3.
AI News:
Nothing says trust and safety like finding a bug in OpenAI's own boardroom. OpenAI alerted the FBI after a recording device turned up in a USB port behind a TV in a San Francisco executive conference room, and the employee, Saudi national Abdulrahman Alfozan, was fired and arrested on October 9. Prosecutors charged him with intercepting oral communications... OpenAI says no model weights or customer data walked out.
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Google Play now lets you install Android apps you’ve built with AI Studio straight onto your phone. AI Studio writes the code for the app you describe, and your personal app stays private and out of public Play Store listings. Google plans to let you share the apps you make with close friends and family in the coming months.
Anthropic co-founder Jack Clark just moved up his projection for when AI could fully improve itself (recursive self-improvement) to 2027 from 2028, pointing in part to a new test that tracks how quickly AI’s research instincts are improving. P-Zero Research’s TasteVal test gives models eight AI-building problems to plan experiments for, while a separate coding agent handles the actual work.
Apple has decided your kitchen counter is the next frontier. HomeView is a $299 cuboid HomePod with a 7-inch screen bolted to the front, preloaded with Calendar, Messages, Photos and FaceTime, and doubling as a dashboard for the new Apple Home Collection... a $349.95 deadbolt, a $249.95 video doorbell, a thermostat and cameras. Built with LG and Schneider Electric, shipping in December.
Google used Gemini 4 Argon to make its open Gemma model run nearly three times faster. Gemini 4 helped Google’s open Gemma model produce 2.85× as much output per second in one of Google’s tests. Argon worked unattended for 11 hours on a 205,000-line coding project and ran nearly 17,000 tests. Argon found four critical flaws in code that manages access permissions after two earlier frontier models reviewed it and found none.
AI Tutorial
How to find the 20% of actions driving 80% of your progress using Claude
Click here to check out Ben Meer’s How to be Good at Life. Photo: Penguin Random House
Open Claude > Projects for one goal where you want to improve.
Go to the Connectors tab in Settings and connect your calendar.
Add your goal, current routine, time available, constraints, and recent progress to the Project instructions.
Sample Prompt: “Audit my calendar. Using the 80/20 rule, identify the three to five actions most likely to create outsized progress toward [goal]. Rank them by expected ROI based on impact, effort, and speed to results. Explain why each action matters, what I should deprioritize, and how to apply each one immediately within [time/budget/other constraints]. Turn the top actions into a simple weekly plan with measurable targets.”
At the end of each week, return to the same Project and add what you completed, what worked, and where you got stuck.
Ask Claude to re-rank your highest-leverage actions for the next week based on your latest results.
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:
Agorapulse - LinkedIn's reach became erratic. Join Christopher Penn (Trust Insights) and Mike Allton (Agorapulse) live on October 1st
Archie: AI social content that sounds link you
Best Face Swap is an online tool that lets you replace faces in digital media using various AI models.
Framia Pro is an all-in-one AI platform for creating and editing images and videos
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
👀 A Symphony of Vanishing Light
Recommended reading:
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