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Repost from ASTU CSE & SE
🕸 Gemini 4 Carbon Is Available
Google has released Gemini 4 Carbon. The model ranks first in Artificial Analysis V5 and shows strong results in coding, cybersecurity, and long, multi-step tasks.
✔️ 71% on CWE-bench
✔️ 65% on Terminal-Bench 4.0
✔️ 96% on GraphWalks
✔️ Works with contexts up to 1 million tokens
✔️ Earned $16,484 on Vending-Bench 2, above GPT-6 Astra and Claude Opus 5.5
👉 Link 👈
You can test Gemini 4 Carbon in Antigravity.
@cse_astu
#gemini_carbon
| 2 |  Expectation 🆚 Reality ... 🗿😸
. | 186 |
| 3 |  Deep Learning Architecture
@cse_astu
#deep_learning | 251 |
| 4 |  Don’t you think you’d have this much coding and problem-solving skill if AI hadn’t come along?😁
someone said he doesn’t have enough RAM for this 😭
#astu #SoftwareEngineering | 323 |
| 5 |  ኧረ ወገን ይህች ሀገር ምን ጉድ ነች
🇰🇵 North Korea Starts Training Hackers at Age 11, Defector Says
North Korea begins training its hackers at age 11-12, says defector Kim Heung-kwang, who used to train them for the state himself.
Every year, 150-200 children are selected from schools and start studying computer science. At 17, the most capable are sent to North Korea’s top universities, and only a select few make it into the army's cyber units.
A unit keeps up to 30% from each successful heist, and the state rewards hackers with perks that can include an apartment in Pyongyang.
Kim Heung-kwang calls them "Kim Jong Un"s secret weapon."
@techfocus_hub
#cybersecurity #news | 433 |
| 6 |  🎁 የ100% ቦነስ በመጀመሪያ ተቀማጭዎ!
100 ብር ያስገቡ → 200 ብር ያግኙ! ሂሳብዎ በእጥፍ ይሞላል፤ በብዙ ጨረታዎች ይሳተፉ፣ የማሸነፍ ዕድልዎን ያሳድጉ።
ዝቅ ብለው ይጫረቱ፣ ልዩ ይሁኑ፣ ያሸንፉ!
👉 nextbid.et
ለመጀመሪያ ተቀማጭ ብቻ። ውሎችና ሁኔታዎች ይተገበራሉ።
#NextBid #ኔክስትቢድ #ቦነስ #ጨረታ | 436 |
| 7 | Greetings everyone,
ASTU called to inform us that all 2025 graduates are invited to attend a program by the Ethiopian Air Force.
The program will be held on Tuesday, October 10 (Hedar 1), at 10:00 AM at ODA Nebe Meeting Hall, ASTU.
Anyone who is available and interested is welcome to attend.
Thank you! | 413 |
| 8 |  በጉጉት ስንጠብቀው የነበረው Nextbid በይፋ ተከፍቷል!
🎉 በአዲሱ እና ለየት ባለው የጫረታ ስልታችን (Minimum Bid / ዝቅተኛው ጫረታ አሸናፊ የሚሆንበት) የተለያዩ ውድ እቃዎችን ከ 35 ብር ጀምሮ የራሶ ያድርጉ።
እርሶም አሁኑኑ ይቀላቀሉን!
👇 ጫረታው አሁን ክፍት ነው! ፈጠን ብለው እድልዎን ይሞክሩ!
@next_bid_bot
💬 ለበለጠ መረጃ እና ለጥያቄዎ፡
@Nextbid_support
📌 ማሳሰቢያ፡ ደንብ እና ግዴታዎች ተፈፃሚ ይሆናሉ! | 462 |
| 9 | From ASTU Registrar
For all 2026 SE graduates, there will be a meeting on Tuesday November 10, 2026, 4:00 LT (Morning)
📍ASTU Oda Nebe Hall | 558 |
| 10 | From ASTU Registrar
For all 2026 SE graduates, there will be a meeting on Tuesday November 10, 2026, 4:00 LT (Morning)
📍ASTU Oda Nebe Hall | 1 |
| 11 |  🚨 ONE MONTH. TOO MANY SECURITY LESSONS. NO ONE IS TOO BIG TO BE HACKED.
October delivered a powerful reminder: cybersecurity is not optional, even for major tech companies, platforms, and organizations.
A trusted name, popular tool, or successful business doesn't automatically mean it's secure.
As developers, we should remember:
Security must be part of development from day one, not an afterthought.
Protect your dependencies, APIs, credentials, and infrastructure.
Never trust a system simply because it is popular.
Building software is not just about making it work. It's about making it safe.
Keep learning. Keep building. Keep securing.
A great developer doesn't just write code that works — they build systems people can trust.
#ASTU #Cybersecurity #SoftwareDevelopment #DevSecOps #TechAwareness | 610 |
| 12 | AI for Good: How an 18-Year-Old Built an Audio AI Pipeline for Early
Dementia Detection
Can a casual conversation help spot early signs of dementia?
An 18-year-old developer from the University of Science and Technology of China (USTC), Liu Sizhe, has helped build Forget-Me-Not an AI system designed to look for potential signs of cognitive decline through everyday phone conversations.
Instead of asking users to complete a formal questionnaire, the system chats about familiar topics, like breakfast or the weather. Behind the friendly conversation, it analyzes patterns such as:
• Speech and pauses — including speaking pace and response delays
• Conversation flow — how clearly ideas connect
• Response time — how long it takes to begin answering
The project’s team says its early pilot involved 150 participants over two and a half weeks. The system flagged 19 people for further attention, and clinical evaluations identified cognitive impairment in two participants. The project is now moving toward broader testing with medical partners.
Inspiring: This shows how thoughtful engineering can make technology feel more human—and potentially make health screening easier to access. The goal isn’t to replace doctors, but to explore whether everyday interactions can help encourage people to seek professional advice sooner.
AI isn’t a diagnosis. But when it’s developed responsibly and validated carefully, it may become a useful tool in supporting earlier conversations about health.
The best technology doesn’t just solve technical problems—it can help people live better.
👉Share this with someone who believes by using ai technology makes a meaningful difference.
#astu #SoftwareEngineering | 622 |
| 13 |  Немає тексту... | 513 |
| 14 |  Do you want to advance your software system design and backend development skills? Here is a free bootcamp that will train you with online mentor session🙌
Software Engineering & Backend Bootcamp — Batch 01 registration is closing soon.
Ready to challenge yourself and grow as a developer?
- Strengthen your coding skills.
- Improve your problem-solving.
- Build practical projects.
- Take your skills to the next level.
⚠️ This program is designed for learners with programming fundamentals. Come ready to practice, build, and commit.
👉 Register now:
https://forms.gle/5yRC38TapmYCYeFZ9
Akiba Technologies
Learn. Build. Grow.
#SoftwareEngineering #Backend #SystemDesign | 663 |
| 15 |  ESSENTIAL PORTS FOR DEVELOPERS
When you build a web/mobile app, your frontend, backend, and database often communicate through different network ports.
Think of a port as a numbered door that helps network traffic reach the correct service.
HTTP 80 access web without encryption. ex: http://example.com
HTTPS 443 secure, encrypted communication between a browser and a web server. https://example.com
SSH 22 securely connect to remote servers and manage them. Developers also use SSH for Git operations. ssh user@your-server
DNS 53 translates domain names into IP so computers can find servers. example.com → an IP
PostgreSQL 5432 used by backend applications to connect to PostgreSQL. Django or FastAPI backend reads user data from this
MySQL 3306 connecting backend applications to MySQL. Django application saves customer information in MySQL
Redis 6379 caching, temporary data, queues, and background tasks. Store frequently requested product data in Redis to reduce repeated database queries.
#SoftwareEngineering | 665 |
| 16 |  We might be the last generation that writes software by hand.
SW and CSE ተማሪዎች ግን😭
Mikko Hypponen's point isn't sci-fi. Coding assistants already ship real features. The question is what the job becomes when most of the typing isn't done by people anymore, and who still understands the systems those models spit out.
The Death of Coding: Future devs will only write prompts. They'll look at today’s Linux kernel the way we look at the Egyptian pyramids wondering how humans ever built it manually.
AI & Humanity: A look into whether AI will eventually create the best art and poetry, and what happens when machines start calling the shots.
The full episode comment👇🏻
#developer #softwareengineer #ai | 846 |
| 17 | open again | 120 |
| 18 | Closed
📢 We’re Looking for an Admin
We’re looking for an active and responsible admin to help manage this channel.
Requirements:
• Must be active and responsive
• Strongly preferred: Current ASTU SWE/CSE student
• Able to regularly monitor and manage the channel
Interested? Contact @Fahmi_Dinsefa. | 102 |
| 19 |  አዲስ ነገር እየመጣ ነው!
@nextbiid | 1 201 |
| 20 | አዲስ ነገር እየመጣ ነው! | 1 |
