You should master one skill before chasing others, because true progress comes from depth, not distraction. Once youβve built a strong foundation in one area, related skills become πππ¨πππ§ and more meaningful to learn.
SOUTH AFRICAπΏπ¦ Ergasia is HiringJunior IT Installer
π€Organization: Ergasia
πLocation: Freestate, Bloemfontein - South Africa
How To Apply:
webapp.placementpartner.com/wi/vacancy/?id=ergasia&vacancy_ref=Pta000487
Telegram Channelπ
t.me/jobsourceglobal
WhatsApp Channelπ
whatsapp.com/channel/0029VbAqbkw6hENvEJZLl22d
π§ GPT-6 Astra rewired a small AI from the inside and lifted its math score from 7.9% to 48.1%
MIT researchers handed OpenAI's GPT-6 Astra the raw numbers inside a small Qwen model, its weights, and asked it to make the model better at math. No training run, just edits.
Astra found the flaw that made the small model get stuck in reasoning loops, a problem Qwen's own model card warns about. It changed 0.016% of the weights. Instruction-following scores tripled too.
In other tests Astra looked at the raw weights of small game-playing networks and named the game each one was trained on. It also wrote small game-playing networks from scratch that beat ones trained for 100 million steps.
The team calls it weight-space programming in a blog post published today. Wharton professor Ethan Mollick: "Waiting for replication but this is a pretty big deal."
π t.me/techpsyche
MIT researchers handed OpenAI's GPT-6 Astra the raw numbers inside a small Qwen model, its weights, and asked it to make the model better at math. No training run, just edits.
Astra found the flaw that made the small model get stuck in reasoning loops, a problem Qwen's own model card warns about. It changed 0.016% of the weights. Instruction-following scores tripled too.
In other tests Astra looked at the raw weights of small game-playing networks and named the game each one was trained on. It also wrote small game-playing networks from scratch that beat ones trained for 100 million steps.
The team calls it weight-space programming in a blog post published today. Wharton professor Ethan Mollick: "Waiting for replication but this is a pretty big deal."
π t.me/techpsyche
π-----π
Έπ
Όπ
Ώπ
Ύπππ
°π
½π----π
Advertise with us on this Platform Today!
Boost the reach of your Project, Business, Services or Post, Today!
WhatsApp: https://wa.me/254748222486?text=Advertise%20on%20Tech%20Psyche
Telegram: https://t.me/mycontactpoint
If you need us to create Video Adverts or Posters for you, we also offer that.
Advertise with us on this Platform Today!
Boost the reach of your Project, Business, Services or Post, Today!
WhatsApp: https://wa.me/254748222486?text=Advertise%20on%20Tech%20Psyche
Telegram: https://t.me/mycontactpoint
If you need us to create Video Adverts or Posters for you, we also offer that.
COMPUTER SCIENCE BOOKSπ Title: Computer Architecture A Quantitative Approach (5th edition) - John L. Hennessy David A. Patterson
π₯Download: https://t.me/techpsyche/2196
π Title: Algorithms for Dummies by John Paul Mueller, Luca Massaron
π₯Download: https://t.me/techpsyche/2197
π Title: Algorithm every programmer should know by BossCoder Academy
π₯Download: https://t.me/techpsyche/2198
New Data Scientists - When you learn, it's easy to get distracted by Machine Learning & Deep Learning terms like XGBoost, Neural Networks, RNN, LSTM or Advanced Technologies like Spark, Julia, Scala, Go, etc.
Don't get bogged down trying to learn every new term & technology you come across.
Instead, focus on foundations.
- data wrangling
- visualizing
- exploring
- modeling
- understanding the results.
The best tools are often basic, Build yourself up. You'll advance much faster. Keep learning!
Data Science Projects based on domain: t.me/datascienceresourcestp/224
A-Z Data Science Concepts: t.me/datascienceresourcestp/223
Harvard's Free Data Science Course: intercomuniversity.com/free-courses/harvards-4-free-courses-to-catapult-your-tech-career/
Join Our WhatsApp Channel:
whatsapp.com/channel/0029VahGttK5a24AXAJDjm2R
Don't get bogged down trying to learn every new term & technology you come across.
Instead, focus on foundations.
- data wrangling
- visualizing
- exploring
- modeling
- understanding the results.
The best tools are often basic, Build yourself up. You'll advance much faster. Keep learning!
Data Science Projects based on domain: t.me/datascienceresourcestp/224
A-Z Data Science Concepts: t.me/datascienceresourcestp/223
Harvard's Free Data Science Course: intercomuniversity.com/free-courses/harvards-4-free-courses-to-catapult-your-tech-career/
Join Our WhatsApp Channel:
whatsapp.com/channel/0029VahGttK5a24AXAJDjm2R
Forwarded from Fully Funded Scholarships | International
KenyaTrends.co.ke
Apply for the Fully Funded Erasmus Mundus EDISS Scholarship 2027 in Europe - Trends
Pursuing an advanced degree in software engineering and artificial intelligence in Europe is a transformative step for international scholars. The Erasmus
π¨πFully Funded Erasmus Mundus EDISS Scholarship 2027 in Europe
* Participation Fee Waiver: β¬18,000 for the 2 yrs of study.
* Monthly Living Stipend: A tax-free allowance of totaling β¬33,600 for 24 Months.
* Comprehensive Insurance: Full health, accident & emergency travel
Application Details Here: https://kenyatrends.co.ke/apply-for-the-fully-funded-erasmus-mundus-ediss-scholarship-2027-in-europe/
* Participation Fee Waiver: β¬18,000 for the 2 yrs of study.
* Monthly Living Stipend: A tax-free allowance of totaling β¬33,600 for 24 Months.
* Comprehensive Insurance: Full health, accident & emergency travel
Application Details Here: https://kenyatrends.co.ke/apply-for-the-fully-funded-erasmus-mundus-ediss-scholarship-2027-in-europe/
When we lack internet access, cannot find someone to hire us based on our capabilities, do not have a laptop, cannot secure remote work, are overwhelmed with work to the point of having no time to rest, or struggle because we lack a proper workspace - the solution to all these challenges is to endure the present day, just as one would any other hardship, while keeping in mind that better days lie ahead and preparing oneself to pay the necessary price. That is what discipline is; that is what determination is.
Opportunities exist, but there are also struggles that lie behind them.
Opportunities exist, but there are also struggles that lie behind them.