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- 🚀 Meta launches Muse Glimmer: An Open Agentic Model
🚀 Meta launches Muse Glimmer: An Open Agentic Model
🦾Plus: 🛡️ OpenAI expands ‘Daybreak’ for stronger cyber use
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Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: Here is roundup of Muse Glimmer, OpenAI’s ‘Daybreak’, Java ML Tools 👇
💻What's the best programming language for coding agents?
🐍Build AI Agents as Python Objects
🧠Infinite Memory for Any AI Agent
🔍 Claude Now Leaves Its Fingerprint on Your Work
💡 AI Tutorial:How to find your next job role with Claude
🤖AI Tools and Data Tools to checkout
Meta just released Muse Glimmer, a small, fully open model that runs AI agents entirely on-device, pairing the launch with Mark Zuckerberg’s essay on why superintelligence belongs to everyone and plans to open Muse Spark 1.2 as well. Glimmer beats out similar-sized rivals like Gemma4 and Qwen3.6 on a range of agentic, coding, and reasoning tests, and is small enough to run on a laptop.
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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.
Anyone who wants to make a strong claim about which language or classes of languages are particularly good with LLMs would need to run quite a few different evaluations. Failures with languages are generally something idiosyncratic, where it's not always obvious how much the issue generalizes across tasks or setups. There's no way to look at the score on one or even several evaluations and draw a conclusion about programming in general.
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Most agent projects spread behavior across too many places. The prompt lives in one file. Tool definitions live somewhere else. State sits in a graph or callback. Then the code for retries, events, and validation grows around all of it. NVIDIA Labs’ new OO Agents paper proposes one Python object instead. A class defines the agent. Its fields hold state. Its methods are actions. Docstrings provide instructions. Type annotations define what each action accepts and returns.
Every agent session starts from zero. Close the terminal, hit a compaction, or switch models, and everything the agent learned about your codebase and your preferences is gone. OptMem is a memory that survives all of that. The whole integration is a 426-token prompt pasted into the agent's instructions file, plus one Python script with no dependencies. It passed 950 GitHub stars in its first week.
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👨💻 Data Tools, Libraries
It contains 4,343 production-ready JSON workflows for the n8n automation platform, includes 365 distinct service integrations and spans 15 categories. You search, filter by trigger types, and download clean JSONs for immediate use.
Runme (GitHub Repo)
Runme is a tool that makes runbooks runnable, allowing users to execute instructions, check intermediate results, and ensure the desired outputs are achieved.
Mojo-V (GitHub Repo)
Mojo-V is a new RISC-V extension that implements secret computation, enabling secure, efficient, and data-oblivious execution.
AI News:
OpenAI launched GPT-5.6-Cyber, a new hacking-tuned model variant that answers 95% of the advanced cyberattack requests the standard model refuses, and is handing it to vetted defenders via an expansion of its Daybreak security program. Daybreak now has two tiers, with Blue stripping cyber guardrails off GPT-5.6 Sol and Red unlocking the new Cyber model for vetted exploit work.
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The conditions for Elon Musk to receive his $1 trillion pay package at Tesla could easily be achieved if the company were acquired. There is a clause in the agreement that declares half the targets as good as accomplished if Tesla is acquired or otherwise taken over. This leaves only market-value targets to determine how many shares Musk gets.
Anthropic applies the mark inside the model itself, so the same signal shows up whichever Claude product produced the text. Claude weaves it into the wording as it writes, so the mark travels with the text when someone copies and pastes it, and heavy editing usually breaks it.
Intel’s stock has nearly tripled this year, outperforming its rivals AMD and Nvidia. As a result, the tech giant is planning to raise $15 billion through a share sale. The raising efforts aim to fund the expensive build-out of its chip contract manufacturing business including new facilities and advanced packaging capabilities.
Meta CEO Mark Zuckerberg published a 6,500-word manifesto Monday outlining his vision for artificial intelligence: a future where everyone has a personal AI agent providing PhD-level tutoring, business creation tools, and lifestyle optimization. The essay also announced two new open-source AI models,Muse Glimmer and Muse Spark 1.2, and defended Meta's open-source AI strategy against critics who favor restricting access to advanced models.
AI Tutorial
How to find your next job role with Claude
Install the Claude Chrome extension.
Upload your resume in PDF.
Access the extension and ask it to find jobs you qualify for.
Sample Prompt: [PDF Resume] based on my attached resume, find the best jobs for me in [place]
Claude will search for roles, match your profile, and apply for you, all on autopilot
Streamline your team's projects and communication with ClickUp, the unified platform designed to replace multiple productivity apps. Organize tasks, track progress, and collaborate seamlessly in one flexible workspace.
🔥Top AI tools to increase productivity:
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
InboxKit is your all-in-one platform for building, managing, and scaling cold-email infrastructure.
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
👀 Elephant Matriarch in Enchanted forest
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