| Tue, Nov 10, 10:35 PM (11 hours ago) | |||
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https://ocw.mit.edu/courses/6-
Priya Venkatraman
The Study of Bliss and Enjoyment in Learning
Understanding the psychology of optimal learning experiences is essential in designing effective educational programs. In his book "Flow: The Psychology of Optimal Experience," Mihaly Csikszentmihalyi explores the concept of flow, where individuals experience deep concentration and enjoyment in structured activities. This Notion applies to various learning scenarios, be it solving physics problems, engaging in language conversations, or playing Sports. Machine learning can aid in studying and enhancing these optimal learning experiences.
Glad to see #Csikszentmihalyi's #
https://ocw.mit.edu/courses/
Glad to see #Csikszentmihalyi's #FlowThePsychologyOfOptimalExperience atop this #MITOCW "The Art And Science Of Happiness" course https://t.co/N2mdNDMBmS & in INCREDIBLE #ToolifyAIWUaS article https://t.co/8Kx5cOWGm5 HOW to create #FlowExperiments in #RealisticVirtualEarth anew?
— WorldUnivandSch (@WorldUnivAndSch) July 18, 2024
https://x.com/WorldUnivAndSch/
https://twitter.com/
https://x.com/Q_YogaMacFlower/
Tuesday, November 10, 2026
Exacum flowers: UN Partner Portal - Freedom College | Admin
https://scott-macleod.
*
Rifai, All,
Excited that @WorldUnivAndSch building on CC-4 #MITOCW in 7 languages, & in a #GrowWithGoogleWUaS program, just partnered, as a CSO, with the UN -https://www.unpartnerportal.
Excited that @WorldUnivAndSch building on CC-4 #MITOCW in 7 languages, & in a #GrowWithGoogleWUaS program, just partnered, as a CSO, with the UN -https://t.co/Fp1utqoymB - via the #UNPartnerPortal - https://t.co/MHe495WCLq - Where #UNAgencies and Civil Society Partners Connect
— WorldUnivandSch (@WorldUnivAndSch) November 10, 2026
https://x.com/WorldUnivAndSch/
https://x.com/WUaSPress/
https://x.com/sgkmacleod/
https://x.com/Q_YogaMacFlower/
https://x.com/HarbinBook/
Tuesday, November 10, 2026
To offer credit for free-to-students courses built on CC BY-NC-SA 4.0 licensed MIT OpenCourseWare (OCW) materials—such as 6.0001 Introduction to Computer Science and Programming in Python—World University and School (WUaS) can combine legally compliant OER distribution, rigorous instructional architecture, and state-of-the-art AI/ML-driven assessment tools.
1. License Compliance & Course Architecture
Because MIT OCW operates under a Creative Commons Attribution-NonCommercial-
Attribution & ShareAlike: WUaS must provide prominent attribution to original MIT faculty (e.g., Prof. Ana Bell, Prof. Eric Grimson, Prof. John Guttag for 6.0001) and license any adapted content under the same CC BY-NC-SA terms.
Credit Validation: MIT OCW itself does not grant university credit. WUaS acts as the degree-granting institution by designing the wrapper curriculum, proctored assessments, and official transcript evaluation to meet institutional and accreditation standards.
2. Conversational, Interactive, and AI-Driven Pedagogy
Integrating AI/ML into course delivery transforms static OCW reading and video lectures into interactive learning environments:
Socratic AI Tutors: Deploy fine-tuned, conversational LLMs trained on 6.0001 lecture transcripts, slides, and problem sets. Rather than providing direct solutions, the tutor engages in Socratic dialogue—prompting students to trace code execution, identify logic bugs, or analyze time complexity ($O(n)$ vs. $O(n^2)$).
Multi-Turn Conversational Checkpoints: Instead of relying solely on static multiple-choice quizzes, incorporate conversational oral exams conducted by AI. The system asks open-ended questions about algorithmic choices and adapts follow-up prompts based on student responses.
3. Machine Learning for Assessment & Automated Grading
Building automated pipelines for coding courses ensures instant feedback while maintaining academic integrity:
Automated Code Evaluation & Unit Testing: Integrate containerized auto-graders (e.g., PyTest in isolated Docker environments) that evaluate submitted Python code against hidden test cases for correctness, edge cases, and runtime efficiency.
ML-Powered Style & Static Analysis: Use Machine Learning static analysis tools (e.g., AST-based code parsing and LLM evaluators) to grade code readability, variable naming, docstrings, PEP 8 compliance, and algorithmic efficiency.
Dynamic Oral/Viva Defense (AI-Facilitated): To confirm original authorship, an AI agent can quiz students specifically on code they submitted (e.g., "Why did you choose a recursive approach on line 24 instead of an iterative loop?"). The student's conversational explanation is graded using NLP natural language understanding models against dynamic rubrics.
Continuous Adaptive Learning Analytics: Track student progress using predictive ML models. If a student struggles with loop constructs or recursion in 6.0001, the system automatically suggests targeted OCW supplemental exercises or alerts a human mentor.
4. Implementation Framework for Course Credit
| Component | MIT OCW Source Material | WUaS AI & Platform Layer |
| Instructional Content | Lecture videos, slides, assigned readings | AI Socratic Assistant embedded alongside video timestamps and text. |
| Problem Sets & Practice | 6.0001 Python assignments & finger exercises | Automated auto-grading sandbox providing real-time feedback and execution traces. |
| Exams & Validation | Past MIT midterm/final exams | Proctored assessments featuring AI-guided viva voce (oral defense) and ML plagiarism/similarity detection. |
| Credit Awarding | No institutional credit awarded by MIT | Verified WUaS transcript issued upon meeting mastery thresholds ($80\%+$ on validated assessments). |
- Scott GK MacLeod
Founder, President, CEO & Professor
at / of best STEAM CC licensed OCW, Wiki,
World University & School (WUaS)
- USPS US Post Office, PO Box 132, General Delivery, Canyon, CA 94516
- https://www.youtube.com/@
building on CC-4 licensed MIT OCW in 7 languages -
http://
- wuas_ceo@
https://wiki.
World University & School Innovation Research -
- http://scottmacleod.com
- https://twitter.com/
- https://x.com/Q_
- http://www.linkedin.com/in/
- https://twitter.com/
- https://scott-macleod.
- https://
Hi !Hope you are doing good? Have you tried becoming a partner of the UN via the partner portal? It might give some recognition.Also what is the progress on the MIT OCW courses of WUAS?Do you like to offer some courses via Nidahas Vidyalaya with WUAS as the certificate issuer? I have registered my domain for 10 years.Regards,Rifai
* * *
abolition & WUaS -
World University and School
UN Partner Portal - CSOs Overview
AAAB
https://youtu.be/fa4ng5xz0d0
UN Partner Portal - UN Agencies Overview
CCCD
https://youtu.be/p4UgBosVOBg
In growing #WUaSAbolitionMovement to abolish wrongful buying & selling of people in illegal sex drugs violence military targeting industries internationally & distr #PiCrypto https://minepi.com/sgkmac > 7.9 billion people https://wiki.
In growing #WUaSAbolitionMovement to abolish wrongful buying & selling of people in illegal sex drugs violence military targeting industries internationally & distr #PiCrypto https://t.co/TlPXjsLYLg > 7.9 billion people https://t.co/ClkQ3z2OaL to #EndPoverty Situate list with UN?
— WorldUnivandSch (@WorldUnivAndSch) November 11, 2026
https://x.com/WorldUnivAndSch/
https://x.com/Q_YogaMacFlower/
https://x.com/sgkmacleod/
https://x.com/WUaSPress/
https://x.com/HarbinBook/
--
- Scott GK MacLeod
Founder, President, CEO & Professor
at / of best STEAM CC licensed OCW, Wiki,
World University & School (WUaS)
- USPS US Post Office, PO Box 132, General Delivery, Canyon, CA 94516
- https://www.youtube.com/@
building on CC-4 licensed MIT OCW in 7 languages -
http://
- wuas_ceo@
https://wiki.
World University & School Innovation Research -
- http://scottmacleod.com
- https://twitter.com/
- https://x.com/Q_
- http://www.linkedin.com/in/
- https://twitter.com/
- https://scott-macleod.
- https://
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AlphaGenome 2 is helping uncover the cellular drivers of disease, giving scientists a powerful tool to predict how DNA variants impact specific cell types.
Great! How best to interoperate with a #RealisticVirtualEarthForCells a #RealisticVirtualEarthForGenomics in 1 #RVE for #WUaSAIandMLprediction eg for #ExtremeLongevity & think #GStreetView w #GTimeSlider @ #GCellLevel & w #GPegman becoming our #AvatarAgentElectronicHealthRecords~
— WorldUnivandSch (@WorldUnivAndSch) November 12, 2026
AlphaGenome 2 is helping uncover the cellular drivers of disease, giving scientists a powerful tool to predict how DNA variants impact specific cell types. Every cell in our body shares the same DNA blueprint, but different cell types (like heart muscle cells vs. immune cells) read that blueprint differently. This new @GoogleDeepMind model predicts how these specialized cells interpret DNA, turning genetic code into biological insights. Building on AlphaGenome 1 this makes it significantly easier for researchers to link genetic findings to the root causes of disease in the specific cells where they actually unfold.
— Sundar Pichai (@sundarpichai) November 11, 2026
It predicts the impact of DNA variants in different specific cell types - unlocking crucial information for understanding complex diseases. Available for academic research via our API: alphagenomedocs.comSuper proud to announce AlphaGenome 2 - our new DNA sequence model! 🧬 It predicts the impact of DNA variants in different specific cell types - unlocking crucial information for understanding complex diseases. Available for academic research via our API: https://t.co/dEyrvpTxIl
— Demis Hassabis (@demishassabis) November 11, 2026

Your heart, brain, and immune system share the same DNA sequence. So how can a single-letter change affect disease in some cells, while sparing the rest? AlphaGenome 2 is our new AI model that zooms in on specific cells to help scientists understand what drives disease. 🧵
— Google DeepMind (@GoogleDeepMind) November 11, 2026
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Thursday, October 29, 2026
Bengal tiger: Dear 'Life,' Abbas, Babak, Shahrzad, Stanford Iranian Studies, all, Greetings and I hope this email finds you well. Not strong or developed enough yet, free-to-students' Iran World University and School building on MIT OCW in Persian, and wiki too, can't make it to - Witness to Iran’s Paradigm Shift: From Flight PS752 to Woman, Life, Freedom and Beyond Babak Payami Thursday, October 29 | 6:30 PM PT | In person https://iranian-studies. stanford.edu/events/witness- irans-paradigm-shift-flight- ps752-woman-life-freedom-and- beyond - and with the US war in Iran sadly still underway - https://x.com/SenWarren/ status/2113385086347554857 * * * Stanford Law [codex_group_meetings] TODAY! CodeX Mtg (10/29@1.30p PT): Ollive (via Zoom) * Dear Varsheel, Mohit, Purvish, (Roland & Stanford Law CodeX), all, Appreciating your great knowledge about what you're developing with Ollive in so many ways & for these emerging agentic AI insurances. So thanks for your excellent Th 10/29/26 Stanford Law CodeX presentation & from World University and School, in a #GrowWithGoogleWUaS program, building on CC4 licensed MIT OCW in 7 languages, and Wiki, and seeking to develop 200 world class free to students' WUaS universities in all 200 countries - and with 200 + online Medical Schools (& 200 + Law Schools) and Teaching Hospitals in a realistic virtual earth & even a #RVEforSurgery + with Agentic AI. (See Peter Norvig's INCREDIBLE #ToolifyWUaSAI article -
| Thu, Oct 29, 4:55 AM (13 days ago) | |||
| ||||
- Scott GK MacLeod
Founder, President, CEO & Professor
at / of best STEAM CC licensed OCW, Wiki,
World University & School (WUaS)
- USPS US Post Office, PO Box 132, General Delivery, Canyon, CA 94516
- https://www.youtube.com/@
building on CC-4 licensed MIT OCW in 7 languages -
http://
- wuas_ceo@
https://wiki.
World University & School Innovation Research -
- http://scottmacleod.com
- https://twitter.com/
- https://x.com/Q_
- http://www.linkedin.com/in/
- https://twitter.com/
- https://scott-macleod.
- https://
Email Highlights:
Upcoming Events: Open Wide the Doors (Nov. 12) | Elamite Art (Nov. 19)
For Students: International Education Week | Global Studies Internship Program
This Week
Open Wide the Doors: The Prison Memoirs of Mahvash Sabet
Bahiyyih Nakhjavani, Azita Mottahedeh
Thursday, November 12 | 10-11 AM PT | via Zoom
This event is made possible by a generous gift from the Taslimi Foundation, establishing a new endowment at Stanford Iranian Studies for the study of the Baha’i Faith in Iran.
In 2018, during her brief respite of freedom between two decade-long prison sentences, Mahvash Sabet asked Bahiyyih Nakhjavani and Azita Mottahedeh to work on her memoirs and make a book that could convey her story in English. They set to work, with Mottahedeh translating the Persian original, word for word, and Nakhjavani attempting to structure a narrative from the more than 750 pages of a harrowing and uplifting testimony which Sabet smuggled out of prison over the years.
“In this discussion, we will explore the decisions involved and the methods followed in the course of creating this book, as well as the distinctive characteristics of Mahvash Sabet's style, tone and intent... We will share the ways in which this prison memoir may be different from others and at the same time how it seems to bear witness to the many which might never be written. Above all we will try to share Mahvash’s extraordinary capacity to transform despair into hope, confinement into freedom, and estrangement and isolation into a boundless compassion towards others.”
Bahiyyih Nakhjavani was born in Iran, raised in Uganda, and educated in the UK and the US. She received her preliminary degrees in English Literature from the University of York in the UK, and completed her doctorate at UMass, Amherst, in the US, as well as being awarded an honorary doctorate by the University of Liège in Belgium. In addition to teaching literature and creative writing over four decades, she is the author of several novels about Iran and Iranians, including The Saddlebag, Paper, The Woman Who Read Too Much, and Us&Them. She has also written essays and articles about the Bahá’í Faith published by George Ronald, UK.
Azita Mottahedeh was born in Iran and educated in the UK where she attended the universities of Canterbury and Reading at both the undergraduate and graduate levels. As a translator from Persian to English, she has specialized in works about the Bahá’í Faith for more than thirty years. Her translations include articles and talks, memoirs and poetry, as well as books of philosophy, history and theology, including 175 Years of Persecution: A History of the Bábís and Bahá’ís of Iran by Dr F. Vahman. Other works she has translated include The Life of Anís Zunúzí by R. Mehrabkhani, The Kingdom of Existence by Dr Ali-Murád Dávúdí, and Volumes I & II of Radio Talks by H. Fatheazam.
Learn more and register for Nov. 12 Zoom webinar
Next Week
Elamite Art Through the Lens of Archaeological Evidence
Dr. Bahram Ghadiri
Thursday, November 19 | 6:30 PM | In person | In Persian
Professor Bahram Ghadiri examines Elamite art as a major body of archaeological evidence for understanding the cultural, political, and religious development of southwestern Iran and the broader Iranian Plateau. Rather than approaching Elamite art primarily as a collection of isolated aesthetic objects, the presentation situates artistic production within its historical, geographical, and social contexts.
By integrating artistic analysis with archaeological evidence, the lecture presents Elamite civilization as a dynamic and internally diverse cultural tradition. It further explores Elam’s significant contribution to the long-term cultural development of ancient Iran while avoiding the projection of modern national identities onto ancient societies.
Learn more and RSVP for Nov. 19 event
For Stanford Students
The Hamid and Christina Moghadam Program in Iranian Studies fosters the interdisciplinary study of Iran as a civilization. The Program offers undergraduate courses related to Iran in such disciplines as language, literature, economics, and political science. It provides a wealth of events for scholars, students and the community, which include conferences, symposia, forums, lectures and performances.
With generous support from the Bita Daryabari Endowment in Persian Letters
Was this email forwarded to you? Sign up now to get the Iranian Studies Program newsletter in your inbox.
Copyright © 2026 Hamid and Christina Moghadam Program in Iranian Studies at Stanford, all rights reserved.
You are receiving this email because you have previously shown interest in Stanford Iranian Studies.
iranianstudies@stanford.edu
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Aging-specific screening platform identifies gene with multifaceted rejuvenation potential that extends health- and lifespan in mice"
October 14, 2026
To https://wiki.
https://x.com/WorldUnivAndSch/
https://x.com/HarbinBook/
Retweeting -
george church
@geochurch
@RadicalNumerics’ apology (https://radicalnumerics.ai/
ole-at-ai-startup-radical-
*
https://en.wikipedia.org/wiki/Caper
https://commons.wikimedia.org/wiki/Capparis_spinosa
https://species.wikimedia.org/wiki/Capparis_spinosa
....







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