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Source channel @githubtrending · Post #15314 · Dec 6

#python#brain_inspired_ai#deep_learning#large_language_models#reasoning The Hierarchical Reasoning Model (HRM) is a new type of AI that reasons more like a human brain, using a fast part for quick details and a slow part for big-picture planning. It solves hard logic tasks like Sudoku, mazes, and IQ-style puzzles very well, even though it is tiny (only 27 million parameters) and learns from very little data (just 1,000 examples). Unlike most large language models, it does not need long chains of written reasoning steps or huge amounts of training, which makes it much faster, cheaper, and more efficient. For the user, this means powerful reasoning in a small, fast system that can run on ordinary hardware and still beat much larger models on tough problems. https://github.com/sapientinc/HRM

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DOFH - DevOps from hell

@dofh_ru · Post #3570 · 02/05/2025, 05:54 PM

Here we go again! SEV-SNP is vulnerable, again. New AMD SEV-SNP vulnerability: https://github.com/google/security-research/security/advisories/GHSA-4xq7-4mgh-gp6w Exploit: https://github.com/google/security-research/tree/master/pocs/cpus/entrysign Reports about two recent vulnerabilities in SEV-SNP memory encryption and isolation mechanism, on CPU pipeline, cache and branch prediction level: https://www.amd.com/en/resources/product-security/bulletin/amd-sb-3019.html https://www.amd.com/en/resources/product-security/bulletin/amd-sb-3010.html AMD reported that previous approaches to Spectre class attacks will work to fix new vulnerabilities: https://www.amd.com/content/dam/amd/en/documents/epyc-technical-docs/tuning-guides/software-techniques-for-managing-speculation.pdf #cVM #TEE #SEV #SNP #SEV_SNP #AMD

#HaSab

@Hasab_2016 · Post #212 · 12/12/2025, 09:51 AM

CVMA Student Wins Top Prize in Human Rights Essay Competition December 10, 2025 – Addis Ababa, Ethiopia In celebration of International Human Rights Day 2025, the Center for Human Rights, in collaboration with the UN Human Rights Office (OHCHR), has announced the winners of its essay competition titled “Our Everyday Essentials: Reclaiming Human Rights in the 21st Century.” We are proud to announce that Yared Ermiyas, a student from the College of Veterinary Medicine and Agriculture at Addis Ababa University, emerged as the first-place winner. His powerful essay, “Remove the Shadow,” eloquently argued that access to education must be a fundamental necessity for every child, not a matter of luck, highlighting the deep emotional and practical connection between education and a dignified life. Yared was awarded a mobile phone prize presented by H.E. Berhanu Adello, Chief Commissioner of the Ethiopian Human Rights Commission (EHRC). Commissioner Adello also extended an offer for Yared to begin an internship attachment at the National Bureau of the Human Rights Commission, providing a valuable opportunity for practical experience in the field. The awards ceremony featured a dynamic panel discussion where Yared and the other winners presented their essays and engaged with fellow students and audience members on critical issues related to freedom of expression and the right to education. The competition, which invited undergraduate students to reflect on the core human rights that shape our daily lives, successfully inspired thoughtful dialogue and showcased the intellectual talent within our university community. Congratulations to Yared Ermiyas and all the participants for raising your voices, sharing your vision, and helping to shape the future of human rights! Via Hailu Beyene CVMA Student President @campus_Voice_2016 #OurEverydayEssentials#HumanRightsDay2025#StudentVoice#AAU#CVM#Congratulations