⭐️ Code Wiki

▶️ is an AI-powered platform by Google used to automatically generate, update, and maintain comprehensive documentation and diagrams for entire code repositories

https://codewiki.google/

⭐️ Ethio-Intl — Ethiopian Internationalization Toolkit

A lightweight, high-precision toolkit for Ethiopian-centric web apps 🇪🇹

✨ Features
▶️ Real-time English → Amharic transliteration
▶️Accurate Gregorian ↔️ Ethiopian calendar conversion (Julian Day algorithm)
▶️ Authentic Geez numeral conversion
▶️ Multi-language i18n (Amharic, English, Tigrinya, Oromo)
▶️ Zero dependencies (pure TypeScript)
▶️ Enterprise-ready & scalable

🤝 Open Source — contributions, issues, and feature requests are welcome!

🔗 GitHub: https://github.com/BeamSol/Ethio-Intl
🎉Live for demo: https://beamsol.github.io/Ethio-Intl/demo.html
📄 Documentation: https://ethio-intl.vercel.app/

Built for developers who care about Ethiopian localization ✨

#community #showcase

⭐️ Developers: Build with Fayda Digital ID 🇪🇹

Fayda is Ethiopia’s national digital ID platform, designed for secure, scalable integration.

Here’s what you get:

▶️ SSO API with OAuth 2.0 & OpenID Connect
▶️ eKYC-ready for seamless user onboarding
▶️ Easy integration for web & mobile apps
▶️ Built for trust, scale, and security

Start building secure digital services today:

🔗 id.gov.et/api

#FaydaID #DigitalEthiopia #DevTools #OAuth2 #OpenIDConnect #eKYC #SSO #APIIntegration #BuildWithFayda

⭐️ Calling All Ethiopian Startups!

The Ministry of Innovation and Technology (MInT) is now inviting startups operating in Ethiopia to register through the official Startup Registration Form.

🔗 Apply now: https://forms.gle/dooQVozBwFqx8sDK7
📩 Questions? Reach out via: startupregistration@mint.gov.et
💬 Join our community: https://t.me/+5_V-btI9w4Y0NWU8

#EthiopiaStartups #Innovation #StartupAct #MInT #TechEcosystem #StartupRegistration

⭐️ Have you heard about AGI?

➡️ What is Artificial General Intelligence (AGI)?

▶️ A field of theoretical AI research focused on creating software with human-like intelligence
▶️ Designed to learn independently and adapt to new situations
▶️ Able to perform tasks it was not specifically trained for

➡️ How AGI differs from current AI:

▶️ Current AI operates within pre-defined parameters
▶️ Most AI systems are limited to specific tasks (e.g., image recognition, text generation)
▶️ They cannot easily transfer skills across unrelated domains

➡️ Goal of AGI:

▶️ Develop AI with autonomous self-control
▶️ Enable a reasonable level of self-understanding
▶️ Allow learning of new skills without explicit training
▶️ Solve complex problems in unfamiliar environments
▶️ Human-level AGI remains a theoretical concept and a long-term research goal

Read more

Do you think this will be implemented within five years? Let us know your thoughts.

⭐️ Is every AI model just saying the same thing?

Researchers recently tested 70+ LLMs (including GPT-4, Gemini, and Claude) with 26,000 open-ended creative questions. They expected diversity, but they found an "Artificial Hive Mind."

Here is the reality:

If you asked 70 human screenwriters for a movie script, you’d get 70 unique stories. Current AI models act like 70 writers all submitting the exact same plot, phrases, and descriptions.

▶️ This convergence is happening in two specific ways:

▶️ Intra-model Repetition: Ask one model the same question, get the same answer.

▶️ Inter-model Homogeneity: Ask different models (even competitors), get the same answer.

Why does this matter? If every model converges on the same responses, we risk building a digital world with the exact same biases, blind spots, and creative limitations.

Have you noticed different AI tools starting to sound identical?


🔗 Link to paper - https://arxiv.org/abs/2510.22954

#ArtificialIntelligence #LLM #GenerativeAI #TechNews #Research #FutureOfTech

⭐️ New Update: Fayda Integration

▶️ The Fayda team has released additional instructions and detailed documentation for the integration process.

▶️ These updates provide clearer guidance and improved technical details to support smoother implementation.

🔍 I recommend checking the latest documentation to stay aligned with the new integration requirements.

➡️ Read the full report:
🔗 id.gov.et/documents

✅ Best YouTube Channel 🚩🚩

If you are a UI/UX designer, developer, or enthusiast, check this YouTube channel. The UI is very nice and creatively designed, featuring animations and responsive effects for websites.

If you know other great UI and UX–focused channels, feel free to drop them below!

https://www.youtube.com/@lundeveloper/videos

@freecodecs

#YouTubeChannel #BestChannel

⭐️ Shaggar BPO

▶️ Shaggar BPO is a talent acquisition company that connects developers like us with remote companies looking to hire.

There’s no guarantee of immediate placement, but by submitting your resume and skills, you increase your chances of being matched with relevant projects in the future.

Payment structure:

▶️ Developers receive 40% of the project earnings
▶️ Sheger BPO retains 60% as their service fee
300 developers

Their goal is to build a talent pool of up to 300 developers, so let’s come together as a community and help make this happen.

If you’re interested, fill out the form below and submit your details
🔗 https://forms.gle/ZfkdyasCRdvojAry7

@freecodecs

#job #coder #software

⭐️ (ኤ.አይ) ስልጠና በነፃ! Artificial Intelligence

ስለ ኤ.አይ አሠራር ጥልቅ ግንዛቤ ለመያዝና ቴክኖሎጂውን ውጤታማ በሆነ መንገድ ለመጠቀም ከፈለጋችሁ እነሆ 4 ኮርሶች ፦

𝟏. Microsoft - 𝐂𝐚𝐫𝐞𝐞𝐫 𝐄𝐬𝐬𝐞𝐧𝐭𝐢𝐚𝐥𝐬 𝐢𝐧 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈

• Develop an understanding of generative AI models
• Learn the ethical considerations of using generative AI
• Explore the impact of generative AI tools
▶️ : https://lnkd.in/g8mHWnW2

𝟐. Amazon - 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐏𝐥𝐚𝐧

Duration: 11 Hours | Courses: 5
• Introduction to Generative AI
• Planning a Generative AI Project
• Amazon Bedrock Getting Started
• Foundations of Prompt Engineering
• Building Generative AI Applications
▶️: https://lnkd.in/gQsJM_rF

𝟑. Google - 𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐭𝐨 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈

• Introduction to Generative AI
• Introduction to Large Language Models
• Introduction to Responsible AI
▶️: https://lnkd.in/gMTsAMVE

𝟒. Harvard University - 𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐭𝐨 𝐀𝐈 𝐰𝐢𝐭𝐡 𝐏𝐲𝐭𝐡𝐨𝐧

• Learn AI basics for real-world tech
• Build projects with Python and ML
• Design intelligent systems
▶️: https://lnkd.in/g94wgRR5

#ai #freecourse #python

⭐️ The Internet Is Losing Its Mind Over “Claudebot”

Claudebot went viral overnight 75,000 GitHub stars in under a week.

➡️ It’s an open-source AI assistant that lives inside apps like WhatsApp, Telegram, Discord, or iMessage. It runs 24/7 on your own computer and can control it: run commands, browse the web, write scripts, basically anything you can do.

➡️ You can message it from anywhere. For example, while shopping, you could ask it to check your calendar or run a data analysis script back on your home computer, and it replies with the results.

People are using it to run businesses, review code, and automate work while they sleep.

But the downside? Security is terrifying.

Researchers found hundreds of exposed setups with no authentication, some with full system access. If someone breaks in, they don’t just read messages, they control your entire computer.

Main Site
https://clawd.bot/

GitHub
https://github.com/moltbot/moltbot

OpenAI Prism: Research, Reimagined

OpenAI introducing Prism, a free, AI-native workspace for scientists to write and collaborate on research, powered by GPT‑5.2. Prism offers unlimited projects and collaborators and is available today to anyone with a ChatGPT personal account.

The Features:
▶️ AI-Native LaTeX: A workspace that understands code, logic, and math.
▶️ Deep Project Memory: AI that "reads" your entire library to keep drafts consistent.
▶️ Smart Citations: Instant arXiv/PubMed lookups and one-click BibTeX inserts.
▶️Visual-to-Code: Turns photos of handwritten math into perfect LaTeX equations.

The Benefits:
▶️Bye-bye Formatting Stress: AI fixes your compilation errors and broken tables instantly.
▶️Zero Tab-Switching: Research, cite, and write in one single unified dashboard.
▶️ True Collaboration: Free, unlimited real-time co-authoring for global research teams.
▶️ Faster Publishing: Go from a whiteboard sketch to a submission-ready PDF in half the time.

https://openai.com/index/introducing-prism/

⭐️ Imagine if you could generate a 3D playable 3D worlds using a prompt. Check the video, it’s still in the experimental stage, but after 3 to 5 years it will reach another level.

Key Capabilities:

➡️ Text & Image to World: Users can describe an environment or upload a photo to generate a navigable 3D space.

➡️ Interactive Avatars: You can define a character (first- or third-person) to explore the world with basic controls like walking, jumping, and camera rotation.

➡️ Real-time Generation: Powered by the Genie 3 model, it simulates physics and generates paths in real time as you move.

https://labs.google/projectgenie

#AI #GameDev #3DWorld #FutureOfGaming #GenAI #AIInnovation #Metaverse #GameTechnology #NextGen #TechFuture

⭐️Apple officially acquired Q.ai, an Israeli artificial intelligence startup, for a reported $1.5 billion to $2 billion.

Q.ai specializes in "silent speech" and advanced audio machine learning. Its technology is designed to

▶️ Interpret "Silent Speech": Use sensors to detect subtle facial skin micromovements and muscle signals, allowing devices to understand what a user is saying even if they are only mouthing words or whispering.

▶️Enhance Audio in "Hostile" Environments: Improve speech recognition and clarity in extremely noisy settings where traditional microphones fail.

▶️ Biometric & Emotional Sensing: Patents suggest the technology can identify speakers, estimate heart rates, and assess emotional states through facial muscle analysis.


#Apple #AI #ArtificialIntelligence #MachineLearning #Startup

Ready to build your future in AI?

iCog Labs 2026 AI Internship applications are now open! Learn, experiment, and work on real-world AI projects with one of the industry's leading labs. This is your chance to turn curiosity into impact.

Calling all AI Enthusiasts!
➡️ iCog Labs is seeking talented individuals to join our 2026 Batch 1 AI Talent Program. You’ll dive into cutting-edge projects, learn directly from experts, and accelerate your technical growth.

What we’re looking for:
▶️ A Passion for AI: You live and breathe emerging tech.
▶️ Strong Problem-Solving Skills: You enjoy deconstructing complex challenges.
▶️ A Growth Mindset: A relentless desire to learn, innovate, and build.

Apply Now : https://lnkd.in/dw_gbBCu
Deadline: Feb 28/2026