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- 🌟 OpenAI launches GPT-6 Astra & Signals AGI
🌟 OpenAI launches GPT-6 Astra & Signals AGI
🦾Plus: 🌦️ Google's WeatherNext 3 sharpens the forecast 5x
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In today's edition: Here is roundup of Anthropic add-ons, WeatherNext 3, FreeToken 👇
💻Cursor lets you run cloud coding agents on your own infrastructure
🧠Run 284B MoE Models Locally With FreeToken
🔧Turn Coding Agents Into Unix Tools
🌦️ Google's WeatherNext 3 sharpens the forecast 5x
💡 AI Tutorial:How to Cross-Check ChatGPT, Claude, and Gemini in One Tab
🤖AI Tools and Data Tools to checkout
OpenAI just introduced the long-awaited GPT-6 Astra, calling it the “most intelligent and aligned model in the world,” with benchmarks setting new highs across domains like science, math, computer use, coding, cybersecurity, and more. Astra hit 99.9% on ARC-AGI-3, up from GPT-5.6 Sol's 7.8%, with other notable scores on FrontierMath T4 (98%), and 100% on ExploitBench for cybersecurity.
AI made PMs faster. Multiplayer mode is still broken.
A PM can summarize research, draft a PRD, and mock up a prototype before lunch. The hard part starts when the team has to decide what actually gets built.
Jira Product Discovery gives product teams one place to capture insights, prioritize ideas with consistent frameworks, and build living roadmaps stakeholders can rally around.
And because it’s connected to Jira, the context behind every decision stays with the work—so developers and their agents know not just what to build, but why.
AI helps PMs move faster. Jira Product Discovery helps the whole team build with confidence.
Data science is a rapidly evolving field that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from structured and unstructured data. As the volume, variety, and velocity of data continue to grow, data scientists need sophisticated tools to handle and analyze this data
Cursor just shipped self-hosted cloud agents, and it flips how AI coding tools work inside locked-down companies. Here is the core idea. Cursor's AI does the thinking in its cloud. But all the actual work, running code, hitting your internal APIs, reading secrets, stays on your machines. Nothing leaves your network.
🚀 Dive into the World of Machine Learning System Design! 🌐How do companies like Netflix, Airbnb, and Doordash apply machine learning to improve their products and processes? We put together a database of 800 case studies from 100 companies that share practical ML use cases and learnings from designing ML systems.️
DeepSeek-V4-Flash has 284 billion parameters. Running a model that size would normally require a multi-GPU server because consumer GPUs cannot hold all its weights. FreeToken ran DeepSeek-V4-Flash on a single RTX 5090 by keeping the model’s full expert pool in the machine’s system memory. The GPU’s 32GB of VRAM became a cache for the experts needed during generation.
Most coding agents open a large terminal interface and expect you to stay there while they work. That makes sense for an interactive coding session, but it limits where the agent can run. fx takes a smaller approach. Vercel Labs built the open-source coding agent in Zig and packaged it as a 7.8 MiB native binary.
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👨💻 Data Tools, Libraries
Minio - See Databricks query on-prem Iceberg and Delta tables live. It's the kind of integration that made Databricks name MinIO its ISV Storage Partner of the Year. See it in action in the demo.
Moyai - Stop guessing if your agents are failing and start monitoring them for failures. We surface agent failures by looking for behavioural anomalies your your agent traces and classify failures with RCA and remediation steps.
Cloudback: This tool runs automated, snapshot-based backups for Linear workspaces, GitHub, GitLab, and Azure DevOps.
Flue (5.6K ⭐): A TypeScript framework that lets you build AI agents using the same harness-driven architecture as Claude Code.
AI News:
Most AI tools allow you to opt out of sharing your usage with the model provider to improve future versions. Meta has taken that idea and put a price tag on it. New Muse Spark model pricing drops input tokens from $1.25 to $0.10 per million for contributors willing to share prompts and
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Google DeepMind introduced WeatherNext 3, its new weather model that uses live satellite images to refresh its forecasts every hour, taking the top spot on scoreboards against both rival models and the U.S. and European weather services. WeatherNext 3’s improvement is about 5x in detail for temperature down to 5 KM, enough to pick out individual valleys and coastlines.
Claude Code users could soon rewrite the tool while their employer decides the limits. GitHub has hosted the plan since September 3, when Anthropic asked developers whether the company should build it at all. Function Hooks is what Anthropic calls the change, and its own issue title says add-ons would come out ten times more powerful.
Claude, ChatGPT and Grok all stopped answering yesterday morning, some of them for hours. Downdetector logged more than 35,000 US reports for ChatGPT at the peak, and each company gave its own account of what failed. Google never confirmed a Gemini outage and Perplexity users reported none, so two of the biggest American services kept working through it.
Turns out Apple's privacy halo comes with an invoice. Thousands of app developers filed a £2 billion collective action Thursday at London's Competition Appeal Tribunal, accusing Apple of abusing its market position by imposing stricter tracking rules on outside developers than on its own services. That is roughly $2.7 billion, aimed squarely at the framework Apple has spent years marketing as a privacy win
AI Tutorial
How to Cross-Check ChatGPT, Claude, and Gemini in One Tab
You attach AI answers to real work every day, but confidence doesn't mean correct. Even the best AI model is right only 65% of the time, according to Artificial Analysis' accuracy benchmark.
Cuey cross-checks your prompt across ChatGPT, Claude, and Gemini in a single tab, so you catch the mistakes before they burn you. Here is the free setup:
Open ChatGPT, Claude, Gemini, Grok, or your open-source model.
Cuey runs quietly in the background, cross-checking your prompt against three models.
When models disagree, Cuey flags it.
Tap the “Differences” tab to see where each model diverges.
Click “Enhanced Answer” for a synthesized answer from all three.
No extra subscriptions. No tab switching. Carry your memory and history, so nothing starts from scratch.
Vultr makes it easier to get self-hosted agents running without the usual setup work. Deploy OpenClaw & Hermes Agent from the Vultr Marketplace in one click, then let OpenClaw handle recurring research and scheduled tasks while Hermes Agent keeps memory across sessions & builds new skills over 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:
Archie: AI social content that sounds link you
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
View our database of all the best AI tools for your needs: aitoolsup.com
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