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- എന്തോ വലുത് വരാൻ പോകുന്നു.. | AI Robot Malfunctions 😨
എന്തോ വലുത് വരാൻ പോകുന്നു.. | AI Robot Malfunctions 😨
PLUS: Latest AI Updates - L8R by innov8

You know those scenes in movies...
Where a humanoid robot goes crazy?
Starts swinging wildly its arms, breaking stuff, almost hurting people?
Yeah.
That just happened. In real life. 😳
A new humanoid robot — built by a top robotics company — suddenly glitched during testing.
It thrashed violently, knocked over equipment, and almost hit the engineers.
All because of a small AI control error.
Makes you wonder:
If one coding mistake can turn a harmless robot into a danger...
How ready are we for an AI-powered future?
Let's dive into what really happened — and why it’s a bigger warning for the AI world. 🚨
I'm Alex, Welcome to L8R by Innov8.
Let’s DIVE DEEP 🕵️♂️👇
In today’s post:
🤖 Humanoid Robot Goes Wild: Real-Life Malfunction Raises AI Safety Concerns
👓 Meta’s AI Glasses: Face Recognition + Life Tracking Coming Soon
💻 ChatGPT Can Now Read Your GitHub Repositories: Next Level Developer Productivity
🏛️ AI Executives to Congress: Support Innovation or Let China Win the AI Race
⚡ OpenAI's $3 Billion Windsurf Deal: The Future of Coding is Fully AI
🤖 Humanoid Robot Goes Wild

Last week China-yil aanu ithu nadanne
Shenzhen factory-il Unitree H1 enna humanoid robot testing time-il
athu completely out of control aayi. 😳
Robot safety crane-il suspend cheytha statusil aanu test nadakkunnathu...
Pakshe oru control glitch kond robot wild aayi swing cheythu, equipment okke knock cheythu down, engineersne just miss arunnu.
Ee Video Reddit, Twitter il viral ayi millions view kittiyarunnu.
Who is behind this?
Unitree Robotics - Boston Dynamics style robots nirmikkunna China-based company aanu.
H1 robot cutting-edge humanoid aanu: 180cm height, 3.3 m/s speed world record holder!
Open-source components use cheytha stealth project aanu H1.
Why it matters:
Ithu verumoru warning aanu –
Open-source humanoid robots easy aayi accessible aakunnath nallathanelum, safety risks valare real aanu. 😬
Oru small coding mistake mathi – robot full rogue mode-il pokum.
Ivide engineers safety aanu dangeril aanu vannathu.
Imagine cheyyu: 90kg weightulla humanoid robot uncontrolled aayi nadakkumbol enthokke nadakkum? 🚨
Ith pole incidents koduthal varumbol, open-source robot industrykku strict safety protocols essential aayirikkum.
Berkeley pole companies already cheaper open-source humanoids release cheyyunnu...
Pakshe fail-safes illenkil future-il ithu valiya problem aavum.
Are we really ready for humanoid robots in real life? 🤖⚡ |
👓 Meta’s Super Glasses Coming | Face Recognition + Behavior Tracking!

prompt example
Ningal eppazhelum ingane vicharichittundo?
Glasses vechu nammak ariyaatha aale recognize cheyyan...
Athum real life-il? 👀
Well, Meta atha nadathunna sadhanam ayi varunnu.
What happened:
May 8-il — Meta -de puthiya AR Glasses plans leak aayi.
Internal code names: “Aperol” and “Bellini.” 🍹
Ithu verumoru normal smart glasses alla.
Always-on camera undu.
AI assistant undu – "Live" ennanu athinte peru.
Ee glasses ninte munpil kaanunna aalu recognize cheyyum — "Hey, that’s Alex!" pole.
Athum mathralla , ningal enthelum marannupoyal, athum orkkum! 🔥
Example:
"You left your keys on the table" — Glass remind cheyyum. 🗝️
Who’s behind it:
Meta Reality Labs (Mark Zuckerberg direct supervision-il).
Ithinu vendi privacy policies update cheythu.
Previous experience: Ray-Ban Stories glasses.
Why it matters:
Ithu first consumer face-recognition glasses aavum.
Meta parayunnu — China pole competitorsine vechu nammal safe aakkan vendi aanu ithokke cheyunnath. Alle avar aadyam erakkum.
Real-world uses valare huge aanu:
Navigating crowded places hands-free 🚶
Helping visually impaired users 🧑🦯
Personal memory boost!
But...
Privacy advocates panicil aanu. 😬
Always camera on + behavior tracking = Big privacy debates varum.
Prototypeil kure issues undu :
Battery life valare kurav — 30 minutes-il battery dead! 🔋
Meta trying to fix it before launch (expected 2025-2026).
Meta ith launch cheyyumbo ariyam enagne irikumennn.
What do you think?
Will you buy it? 👓🔍
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💻 ChatGPT Now Reads GitHub Repos

Imagine...
Instead of spending hours digging inside codebases...
You just ask ChatGPT: "Hey, how is payment validation done here?"
And AI gives you a detailed answer — with file names and all. 😳
That's now real!
What happened:
May 9 - OpenAI officially launched a new feature:
“ChatGPT Deep Research” for GitHub.
Ningalude GitHub repositories ChatGPT-il connect cheyyam.
Pinne oru question chodikku:
"How does this app handle login errors?"
AI repo crawl cheythu architecture, code examples, methods okke cite cheythu explain cheyyum! 😲
In minutes. Not hours.
Who’s behind it:
OpenAI’s Enterprise Team (Lead: Nate Gonzalez).
ChatGPT Plus & Pro usersinu beta testing start cheythu.
GitHub is just first connector — future-il more data sources add cheyyum.
Why it matters:
Codebase understanding lightning speed aavum! ⚡
Dev teams can:
Auto-generate documentation 📄
Review security loopholes 🔒
Understand unfamiliar code superfast.
Permission respect ond: AI will only access what you have permission to see.
Small Warning:
AI sometimes hallucinate cheyyum — so use it as helper, not final truth.
Early users already paranju:
"ChatGPT repo analysis is super smart... almost overwhelming." 😅
In Short:
💻 ChatGPT now not just chatting — it’s studying full projects like a top-tier dev.
💥 GitHub Copilot-nu heavy competition varunnu!
💬 Coding teamsinu ith oru huge productivity boost aakum.
What do you think?
Would you trust an AI to read your project repo? 😎📚
🏛️ US Vs China in AI | Tech Giants Ask for Light Rules!

Ippo USA-il AI futureinu vendi valiya discussion nadanondirikuvanu. 🇺🇸🤖
"Winning the AI Race" enna topic-il. May 8 - Washington DC-il Senate hearing nadannu:
Top AI bosses —
Sam Altman (OpenAI CEO)
Brad Smith (Microsoft President)
Lisa Su (AMD CEO)
Michael Intrator (CoreWeave CEO)
— all Congress-ile munpil testify cheythu.
What happened:
Avarku oru strong message undayirunnu:
"Heavy regulation eduthal U.S. AI field tholkkum. China AI-il world leader aakum." 🚨
China companies (like DeepSeek) ithuvare US inte AI edge-ne fast aayi catch up cheyyunnu.
US AI dominance safe allennu experts warning kodukkunnu.
Tech leaders request cheythu:
More AI R&D funding
Relax export controls
Support for talent visas + STEM education
Fast-track data center permissions ⚡
Who’s behind it:
Bipartisan hearing (Republicans + Democrats on same page)
Senator Ted Cruz lead cheythu session
Tech giants especially OpenAI, Microsoft front stage-il
Pazhaya pole regulation venda..
Instead "light-touch regulation" mathi ennanu AI leaders parayunnath.
Why it matters:
U.S. innovation slow aayi poyal, global AI leadership China-il poyekkum. 🇨🇳
Heavy licenses / over-regulation enkil startups, researchers US -il ninn migrate cheyyum.
OpenAI CEO Sam Altman:
"The stakes could not be higher. Congress must help us lead the world." 🗣️
In Short:
⚡ U.S. tech giantsinu panic mode aanu.
⚡ Ippo oru rare agreement und: "Innovate faster. Regulate smarter."
What do you think?
Should AI be heavily regulated or given freedom to grow? 🤔
⚡ OpenAI $3 Billion Windsurf Deal | Future Coders = AI Agents?

Coding world full speedil change aakunnu. 😳
May 5 - Bloomberg & Reuters report cheythu:
OpenAI is officially buying Windsurf (formerly Codeium) for a MASSIVE $3 billion! 💵
What happened:
Windsurf oru rebrand cheythu puthiya tech launch cheythu —
Agentic IDE: Standalone AI coding environment with Cascade enna AI agent. 👨💻🤖
Cascade humane pole alla.
It doesn't just autocomplete small lines —
Ithu multi-step coding tasks cheyyum:
Write full modules 🧱
Debug issues automatically 🛠️
Refactor old code 🚀
All with natural language prompts! 💬
Who’s behind it:
OpenAI (Sam Altman captaincy-il) buying Windsurf.
Windsurf build cheythathu ex-Google engineers.
Funded by Kleiner Perkins and General Catalyst.
Windsurf already 700K developers users undu since 2023!
Pioneered the AI-native coding movement. 🔥
Why it matters:
OpenAI trying to build “the IDE to rule them all.”
Microsoft GitHub, Replit, Cusor pole olla startupsine outplay cheyyan aim undu.
Windsurf gives OpenAI direct access to real coding behavior data (super valuable to train AI agents).
In short:
AI pair programmers slowly evolving into full AI co-developers.
Soon, coding = telling AI what to build! 😳
Industry experts paranju:
"Windsurf could make OpenAI every developer’s best friend." 🤝
In Short:
🧠 Software development future = AI Agents +Human as teammates.
🚀 Coding revolution loading faster than expected.
If AI can code better and faster...
Would you still hire a developer — or just use an agent? 🤔💻
Ithrollu ee azhchathe AI News.
appo adutha l8ril varam.. bie.
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