This summer just isn't my vibe. I haven't been working the way I planned to, and honestly, it feels pretty disappointing. 😏
OpenAI Introduces GPT-5.6
OpenAI has introduced the GPT-5.6 family, designed to deliver better performance while improving cost efficiency.
The GPT-5.6 model family includes:
• Sol – The most powerful model for advanced reasoning, coding, scientific research, and complex workflows.
• Terra – A balanced model that offers strong performance for everyday productivity at a lower cost.
• Luna – A lightweight, fast, and affordable model for simpler tasks and high-volume applications.
Key improvements include:
• Better coding and software development assistance
• Enhanced reasoning and research capabilities
• Improved cybersecurity and vulnerability analysis
• More efficient token usage, reducing operational costs
• Smarter AI workflows for handling complex tasks
• Faster and more natural voice interactions
• ChatGPT evolving into a complete AI workspace with document editing, automation, integrations, and improved memory
GPT-5.6 reflects the growing focus on making AI more powerful, efficient, and accessible. As competition in the AI industry continues to increase, users can expect faster innovation, better performance, and more affordable AI solutions.
#OpenAI #GPT56 #ChatGPT #ArtificialIntelligence #AI @From_Code_to_Creation
OpenAI has introduced the GPT-5.6 family, designed to deliver better performance while improving cost efficiency.
The GPT-5.6 model family includes:
• Sol – The most powerful model for advanced reasoning, coding, scientific research, and complex workflows.
• Terra – A balanced model that offers strong performance for everyday productivity at a lower cost.
• Luna – A lightweight, fast, and affordable model for simpler tasks and high-volume applications.
Key improvements include:
• Better coding and software development assistance
• Enhanced reasoning and research capabilities
• Improved cybersecurity and vulnerability analysis
• More efficient token usage, reducing operational costs
• Smarter AI workflows for handling complex tasks
• Faster and more natural voice interactions
• ChatGPT evolving into a complete AI workspace with document editing, automation, integrations, and improved memory
GPT-5.6 reflects the growing focus on making AI more powerful, efficient, and accessible. As competition in the AI industry continues to increase, users can expect faster innovation, better performance, and more affordable AI solutions.
#OpenAI #GPT56 #ChatGPT #ArtificialIntelligence #AI @From_Code_to_Creation
Forwarded from Abdulfetah Jemal - AJ
I've been thinking about this lately.
For the past 5 years, I've been studying Software Engineering, building real softwares, working with clients, founded a software company, and learning countless lessons that never came from lectures or textbooks.
Now I'm wondering...
What if I put everything I know into one course?
Not another course filled with hours of theory.
A course that teaches the practical side of software engineering—the things you actually need to build real websites, mobile apps, deliver projects professionally, communicate with clients, and even understand the business side of tech.
Basically, the course I wish I had when I started.
I know, It would probably take me months to create because I want it to be complete, not rushed.
But, Before I invest that time, I want to hear from you.
Would something like this actually be valuable - is it really worth it to invest in ?
For the past 5 years, I've been studying Software Engineering, building real softwares, working with clients, founded a software company, and learning countless lessons that never came from lectures or textbooks.
Now I'm wondering...
What if I put everything I know into one course?
Not another course filled with hours of theory.
A course that teaches the practical side of software engineering—the things you actually need to build real websites, mobile apps, deliver projects professionally, communicate with clients, and even understand the business side of tech.
Basically, the course I wish I had when I started.
I know, It would probably take me months to create because I want it to be complete, not rushed.
But, Before I invest that time, I want to hear from you.
Would something like this actually be valuable - is it really worth it to invest in ?
Forwarded from Abdulfetah Jemal - AJ
A lesson to all the men in the world : Let's live up to these standards...
Be a Man...
I came across this cool lesson on my feed today... and I extended the lesson, added more lines and built structured static site around it - it took me a total of 10 - 15 mins ( Thanks to GPT + Lovable )...
Check it out :
https://be-a-man.lovable.app/
Be a Man...
I came across this cool lesson on my feed today... and I extended the lesson, added more lines and built structured static site around it - it took me a total of 10 - 15 mins ( Thanks to GPT + Lovable )...
Check it out :
https://be-a-man.lovable.app/
Abdulfetah Jemal - AJ
A lesson to all the men in the world : Let's live up to these standards... Be a Man... I came across this cool lesson on my feed today... and I extended the lesson, added more lines and built structured static site around it - it took me a total of 10 -…
I have viewed this website and it is really cool; it will really motivate you so much. Don't forget to check it. Oh, such an amazing feeling about being men.
❤3
Agentic AI Poses New Challenges for Confidential Computing Adoption
While technological advancements are addressing long-standing issues that hindered the widespread adoption of secure data vaults, the emergence of agentic AI introduces a new set of complex challenges. Confidential computing, designed to protect data in use by performing computations within hardware-secured trusted execution environments (TEEs), is seeing progress in resolving its core limitations. However, the autonomous and dynamic nature of agentic AI systems, which can make decisions and take actions without constant human oversight, presents novel security and privacy concerns within these confidential environments. Experts are now grappling with how to ensure the integrity, confidentiality, and audibility of data and processes when AI agents operate within TEEs. This includes managing the potential for AI-driven data exfiltration, ensuring secure communication between agents, and validating the trustworthiness of AI models themselves within confidential computing frameworks. The integration of agentic AI necessitates a re-evaluation of current security paradigms and the development of new strategies to maintain the promise of confidential computing.
Read the full article on Dark Reading
#AI #ConfidentialComputing #Cybersecurity #DataPrivacy #AgenticAI #from_code_to_creation
@From_Code_to_Creation
While technological advancements are addressing long-standing issues that hindered the widespread adoption of secure data vaults, the emergence of agentic AI introduces a new set of complex challenges. Confidential computing, designed to protect data in use by performing computations within hardware-secured trusted execution environments (TEEs), is seeing progress in resolving its core limitations. However, the autonomous and dynamic nature of agentic AI systems, which can make decisions and take actions without constant human oversight, presents novel security and privacy concerns within these confidential environments. Experts are now grappling with how to ensure the integrity, confidentiality, and audibility of data and processes when AI agents operate within TEEs. This includes managing the potential for AI-driven data exfiltration, ensuring secure communication between agents, and validating the trustworthiness of AI models themselves within confidential computing frameworks. The integration of agentic AI necessitates a re-evaluation of current security paradigms and the development of new strategies to maintain the promise of confidential computing.
Read the full article on Dark Reading
#AI #ConfidentialComputing #Cybersecurity #DataPrivacy #AgenticAI #from_code_to_creation
@From_Code_to_Creation
Dark Reading
Agentic AI Challenges Progress in Confidential Computing
Core issues that slowed down the adoption of secure data vaults are being resolved by technology, but artificial intelligence poses new ones.
Forwarded from Abdulfetah Jemal - AJ
Media is too big
VIEW IN TELEGRAM
Cooking Something Big lately...
Meet EthioCity Maps :
( it is part of the EthioCity Movement & Super App )
A well-structuted Ethiopian Map with useful data - that Google Maps usually lack & shows incorrect.
And I started working on this Map after I saw the costy subscription of google & gebeta maps APIs... ( I thought what if I got my own customizable map - with unlimited free access... )
And in just few days - I already brought an mvp to life...
I will deploy this and let you test👍
But EthioCity Maps is not just a map ( unlike Gebeta Maps )... it has got a dashboard and five roles behind it ( and those five roles has all got something to do with the map )...
I will explain in detail when it is the time.
@wadehlife
Meet EthioCity Maps :
( it is part of the EthioCity Movement & Super App )
A well-structuted Ethiopian Map with useful data - that Google Maps usually lack & shows incorrect.
And I started working on this Map after I saw the costy subscription of google & gebeta maps APIs... ( I thought what if I got my own customizable map - with unlimited free access... )
And in just few days - I already brought an mvp to life...
I will deploy this and let you test👍
But EthioCity Maps is not just a map ( unlike Gebeta Maps )... it has got a dashboard and five roles behind it ( and those five roles has all got something to do with the map )...
I will explain in detail when it is the time.
@wadehlife
Forwarded from Abdulfetah Jemal - AJ
Boost me and we both win! Sign up on Kimi and we each get a guaranteed benefit — up to 1-Year Membership Credits: Create with Kimi K3
👍1🔥1
Fact Check: Are AI companies destroying books?
Yes—but the story is more nuanced than viral posts suggest.
Court documents revealed that Anthropic purchased millions of printed books, removed their bindings, scanned every page, and discarded the physical copies to create training data for its AI models.
The purpose was not to prevent others from reading the books, but to digitize them quickly and cheaply using a process known as destructive scanning.
This has sparked major ethical and legal debates because:
Authors argue their work was used without permission.
The scanned copies are kept private rather than shared publicly.
Critics worry that some out-of-print and culturally valuable books may be disappearing into private AI archives.
So the claim that AI companies are scanning and destroying books is based on real court documents, but saying they destroy them so nobody else can read them is not supported by the available evidence.
@From_Code_to_Creation
Yes—but the story is more nuanced than viral posts suggest.
Court documents revealed that Anthropic purchased millions of printed books, removed their bindings, scanned every page, and discarded the physical copies to create training data for its AI models.
The purpose was not to prevent others from reading the books, but to digitize them quickly and cheaply using a process known as destructive scanning.
This has sparked major ethical and legal debates because:
Authors argue their work was used without permission.
The scanned copies are kept private rather than shared publicly.
Critics worry that some out-of-print and culturally valuable books may be disappearing into private AI archives.
So the claim that AI companies are scanning and destroying books is based on real court documents, but saying they destroy them so nobody else can read them is not supported by the available evidence.
@From_Code_to_Creation
❤2
✍️Lesson of the Day:
The moon shines brightest at night, when few are watching.
Your progress will often go unnoticed. People rarely see the sleepless nights, the sacrifices, or the hard work behind the scenes. They only notice the results.
Keep working in silence. Let your success speak louder than your words.
@From_Code_to_Creation
The moon shines brightest at night, when few are watching.
Your progress will often go unnoticed. People rarely see the sleepless nights, the sacrifices, or the hard work behind the scenes. They only notice the results.
Keep working in silence. Let your success speak louder than your words.
@From_Code_to_Creation
🔥3
✍️Lesson of the Day:
GM🥰
"Small, consistent actions create extraordinary results."
Many people wait for the perfect moment to start, but success is built through daily discipline, not occasional motivation. Reading one page, learning one new skill, saving a little money, or helping one person each day may seem insignificant—but over time, these small actions transform your life.
Today's Challenge:
Do one small thing today that your future self will thank you for.
💡 Remember:
"Success is the sum of small efforts, repeated day in and day out." — Robert Collier
Have a productive and blessed day!
@From_Code_to_Creation
GM🥰
"Small, consistent actions create extraordinary results."
Many people wait for the perfect moment to start, but success is built through daily discipline, not occasional motivation. Reading one page, learning one new skill, saving a little money, or helping one person each day may seem insignificant—but over time, these small actions transform your life.
Today's Challenge:
Do one small thing today that your future self will thank you for.
💡 Remember:
"Success is the sum of small efforts, repeated day in and day out." — Robert Collier
Have a productive and blessed day!
@From_Code_to_Creation
🔥2
Forwarded from Abdulfetah Jemal - AJ
🚀 A Big Opportunity from Sof Omar Technologies !
Sof Omar Technologies is a technology company based in Addis Ababa, Ethiopia,
we're looking for motivated individuals to become our City Partner. This is a unique opportunity to represent a growing technology company in your city where you live, help businesses adopt modern digital solutions, and build a rewarding career along the way.
You don't need years of experience.
What matters is that you're:
✅ A great communicator
✅ Willing to learn quickly
✅ Ready to grow with us
As a City Partner, you'll receive:
• Extensive FREE training
• High performance-based earning potential
• An opportunity to earn passive income as well
Whether you're a student, graduate, or someone looking for a meaningful opportunity, this could be your chance to enter the technology industry, develop valuable skills, and grow with one of Ethiopia's emerging tech companies.
Social Stream Students are also highly encouraged to apply.
📩 Apply today:
sofomartechnologies.com/partner
Sof Omar Technologies is a technology company based in Addis Ababa, Ethiopia,
we're looking for motivated individuals to become our City Partner. This is a unique opportunity to represent a growing technology company in your city where you live, help businesses adopt modern digital solutions, and build a rewarding career along the way.
You don't need years of experience.
What matters is that you're:
✅ A great communicator
✅ Willing to learn quickly
✅ Ready to grow with us
As a City Partner, you'll receive:
• Extensive FREE training
• High performance-based earning potential
• An opportunity to earn passive income as well
Whether you're a student, graduate, or someone looking for a meaningful opportunity, this could be your chance to enter the technology industry, develop valuable skills, and grow with one of Ethiopia's emerging tech companies.
Social Stream Students are also highly encouraged to apply.
📩 Apply today:
sofomartechnologies.com/partner