🤖 AI & Robotics Insights: GitHub’s New AI Challenge + A Bonus Inside!

Learn about AI Trust Scores, rapid robot training, GitHub Copilot’s new features, privacy protection tools, and robot-to-robot learning. Plus, top AI email automation tools!

AI Innovators, Gather Round

Learn about AI Trust Scores, rapid robot training, GitHub Copilot’s new features, privacy protection tools, and robot-to-robot learning. Plus, top AI email automation tools!

In today’s power-packed edition:

  • You need an AI Trust Score

  • Robots Now Learn Complex Tasks Faster Than Ever - Just 2 Hours from Start to Finish

  • GitHub Copilot Just Raised the Stakes in AI Coding, Challenging OpenAI's Longstanding Dominance

  • PII Masker: Privacy Protection Reimagined

  • Robots Teaching Robots: A New Learning Paradigm

  • 🤖5 AI Email Automation Tools for any Purpose

You need an AI Trust Score

Without it, you’re blindly assuming your Chatbot isn’t compromised, leaving risks unchecked.

Why the AI Trust Score Matters

🔺Protects against legal and compliance risks

🔺Prepares you for new AI regulations

🔺Shields your systems from evolving security threats

When your core team spends years at FICO building technology to score financial risk, applying that experience to AI is a no-brainer. GenAI developers can now build secure applications using Tumeryk’s real-time AI Trust Score, ensuring compliance with the EU AI Act, ISO 42001, and NIST RMF 600.1 standards.

If you’re attending the GenAI Summit Silicon Valley, come say hello & see Tumeryk in action! Not attending? Just drop us a note at [email protected] to get your baseline AI Trust score for free.

Robots Now Learn Complex Tasks Faster Than Ever - Just 2 Hours from Start to Finish

In a groundbreaking development, UC Berkeley researchers have unveiled HIL-SERL, a system that revolutionizes robot training. This Human-in-the-Loop approach achieves mastery of complex tasks in just 1-2.5 hours, demonstrating 100% success rates in:

  • Computer motherboard assembly

  • Car dashboard installation

  • Timing belt threading

  • Delicate object manipulation

The secret? A powerful combination of human demonstrations, real-time corrections, and advanced reinforcement learning algorithms.

GitHub Copilot Just Raised the Stakes in AI Coding, Challenging OpenAI's Longstanding Dominance

GitHub Copilot has integrated Anthropic's Claude, creating the first multi-model coding assistant. New features include:

  • Model switching between Claude, OpenAI & Gemini

  • Enhanced codebase context understanding

  • Improved safety protocols

  • Interactive debugging capabilities

Early adoption shows marked improvement in developer productivity and satisfaction.

PII Masker: Privacy Protection Reimagined

A new open-source tool is revolutionizing data privacy compliance with impressive capabilities:

  • DeBERTa-v3 powered contextual understanding

  • 94%+ accuracy rate

  • Processing speed: 100K+ tokens/second

  • Docker-ready deployment

  • Built-in GDPR/CCPA compliance

Perfect for organizations prioritizing efficient, accurate data protection. 

Robots Teaching Robots: A New Learning Paradigm

A collaborative effort between UC Berkeley, UCSD, Tongji University, and Shanghai Jiao Tong University has introduced MCR (Manipulation-Centric Representation), showing a 76.9% improvement over existing methods. The system uses:

  • 36,000 robot demonstrations

  • Focus on task-critical movements

  • Robot-to-robot learning protocols

This approach proves significantly more effective than human demonstrations for robotic learning. 

🤖5 AI Email Automation Tools for any Purpose

InboxZero - AI-powered tool designed to automate email organization and task prioritization, offering 15% off for all plans with code GENPH15.

SaneBox - An AI-driven email management tool that filters and declutters inboxes, making email handling more efficient.

RocketReach - AI-powered email outreach and automation platform that helps users find email addresses and streamline communication efforts.

Hiver - AI-enhanced email collaboration platform that integrates with Gmail, helping teams automate workflows and customer support tasks.

Warmbox - An AI tool designed to automate email warming and increase deliverability for outbound campaigns by simulating real conversations.

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