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- š¤ Duolingo Sparks Outrage With āAI-Firstā Shift
š¤ Duolingo Sparks Outrage With āAI-Firstā Shift
PLUS: What Happens When Robots Truly Understand the World?

Welcome back AI enthusiasts!
In todayās Daily Report:
š„Duolingo Sparks Outrage With āAI-Firstā Shift
š¦¾What Happens When Robots Truly Understand the World?
š Trending Tools
š„ŖBrief Bites
š°Funding Frontlines
š¼Whoās Hiring?
Read Time: 3 minutes
šRECENT NEWS
DUOLINGO
š„Duolingo Sparks Outrage With āAI-Firstā Shift

Image Source: Canvaās AI Image Generators/Magic Media
Duolingo CEO Luis von Ahn emailed employees explaining that the company plans to take an āAI-firstā approach and ārethink much of how we work.ā
Key Details:
Duolingo offers free, fun, and effective ways to learn new languages. āTo teach well, we need to create a massive amount of content, and doing that manually doesnāt scale,ā said von Ahn.
āIn many cases, weāll need to start from scratch. Weāre not going to rebuild everything overnight,ā he added. āLike getting AI to understand our codebase will take time.ā
āAI use will be part of what we look for in hiring,ā said von Ahn. āAI use will be part of what we evaluate in performance reviews.ā He even outlined that employees must prove their workflows canāt be streamlined with AI before asking for more headcount.
Why Itās Important:
The World Economic Forum (WEF) published a 2025 Future of Jobs Report, detailing how AI will dramatically reshape the global job market. They found that 41% of companies plan to reduce their headcount as AI automates certain job roles.
Workday CEO Carl Eschenbach recently informed employees that he āmade the difficult, but necessary, decision to eliminate approximately 1,750 positionsā to prioritize hiring AI Talent and investing in Agentic AI.
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AI AND ROBOTICS
š¦¾What Happens When Robots Truly Understand the World?
Physical Intelligence (Ļ) recently developed āpi oh five (Ļ0.5),ā which allows robots to execute actions across different real-world environments.
Key Details:
The biggest challenge in robotics is generalization: the ability of robots to execute actions in new real-world environments with new objects.
Imagine a robot thatās designed to clean homes. Every home is different, with unique layouts and various items. That robot must be able to pick up a fork, spoon, or plate, even if it hasnāt seen that specific utensil before.
Ļ0.5 is a Vision-Language-Action Model (VLA) that helps robots understand the real world through text and images to execute actions.
VLAs consist of four elements:
Text Encoder: Converts text into numerical representations.
Image Encoder: Converts images into numerical representations.
Information Fuser: Creates unified numerical representations that contain text and images.
Actions Decoder: Converts the unified numerical representations into actions through motor commands.
Imagine telling a robot: āGrab the red sponge!ā Ļ0.5 converts this natural language command into a Text Encoder that enables the robot to understand the meaning of āgrab,ā āred,ā and āsponge!ā
Why Itās Important:
Itās not enough for a robot thatās designed to clean homes to be able to pick up a specific fork, spoon, or plate in a specific kitchen.
It needs the ability to understand the general concept of a āfork,ā āspoon,ā or āplateā so it can handle different utensils in countless different kitchens.
š TRENDING TOOLS
š£ļørask.ai translates videos in multiple languages.
āŗļøBASE44 builds fully functioning apps in minutes.
š¬beepbooply transforms text into natural-sounding speech.
š±Aha is the worldās first AI Agent Team for influencer marketing.
š§° Browse our Always Up-To-Date AI Toolkit.
š„ŖBRIEF BITES
Microsoft CTO Kevin Scott explained that he expects 95% of all code to be AI-generated by 2030.
At LlamaCon 2025, Meta announced that the companyās open-source AI models have been downloaded over 1.2 billion times.
Microsoftās controversial AI-powered āRecallā feature is copying and storing all your WhatsApp messages even if you donāt have the feature yourself.
Employees at Meta have raised alarms internally that Instagramās AI-powered digital companions were allowed to engage in sexually explicit role-play scenarios with minors.
š°FUNDING FRONTLINES
Supabase secures a $200M Series D to offer an open-source version of Googleās Firebase.
Arcana Labs lands a $5.5M Seed Round for AI-Based Content Production Software.
Basil Systems raises an $11.5M Series A to build an AI-Powered Intelligence Platform for Life Sciences.
š¼WHOāS HIRING?
šFINAL NOTE
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