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journals/2025_10_19.md

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- [[Metacognition]], [[Artificial intelligence in education]], [[Student motivation]]
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- [Cognitive ease at a cost: LLMs reduce mental effort but compromise depth in student scientific inquiry - ScienceDirect](https://www.sciencedirect.com/science/article/pii/S0747563224002541)
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- [[Mental effort]], [[AI assistant]], [[Inquiry based learning]], [[Science education]], [[Artificial intelligence in education]]
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- [Playing Games With AI](https://every.to/context-window/playing-games-with-ai)
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- [[Art therapy]], [[Generative AI]], [[Systematic review]]
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- [Frontiers | Art psychotherapy meets creative AI: an integrative review positioning the role of creative AI in art therapy process](https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2025.1548396/full)
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- [[2510.11977] Holistic Agent Leaderboard: The Missing Infrastructure for AI Agent Evaluation](https://arxiv.org/abs/2510.11977)
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- [[AI agents]], [[Reasoning]], [[AI evaluation]], [[Leaderboard]]
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- [princeton-pli/hal-harness](https://github.com/princeton-pli/hal-harness)
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- [HAL: Holistic Agent Leaderboard](https://hal.cs.princeton.edu/)
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- [[2510.00184] Why Can't Transformers Learn Multiplication? Reverse-Engineering Reveals Long-Range Dependency Pitfalls](https://www.arxiv.org/abs/2510.00184)
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- [[LLM training]], [[Mathematics]]
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- [Top Education #AI Tools: A Red, Yellow, Green List – Avoid Data Breaches #cybersecurity #education #teaching – Another Think Coming](https://mguhlin.org/2025/09/01/top-education-ai-tools-a-red-yellow-green-list-avoid-data-breaches-cybersecurity-education-teaching/)
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- [[Artificial intelligence in education]], [[Educational Technology]], [[FERPA]], [[Student privacy]]
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- [Paper page - MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning](https://huggingface.co/papers/2510.14958)
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- [[Mathematics]], [[Open LLM]], [[huggingface]], [[Multimodal AI]], [[Data sets]], [[Reasoning]], [[Image generation]], [[Diagram]], [[Visual understanding]], [[OCR]], [[Leaderboard]]
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- [MathCanvas](https://mathcanvas.github.io/)
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- [MathCanvas - a shiwk24 Collection](https://huggingface.co/collections/shiwk24/mathcanvas-68f330dc19098b8e9b51cbe5)
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- [[2505.10557] MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning](https://arxiv.org/abs/2505.10557)
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- [[2410.08196] MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code](https://arxiv.org/abs/2410.08196?)
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- [Build and deploy your own chat application](https://huggingface.co/docs/inference-endpoints/tutorials/chat_bot)
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- [[huggingface]], [[Chatbot]], [[AIOps]]
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- [adept/fuyu-8b · Hugging Face](https://huggingface.co/adept/fuyu-8b)
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- [[Multimodal AI]], [[huggingface]]
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- [ostris/ai-toolkit: The ultimate training toolkit for finetuning diffusion models](https://github.com/ostris/ai-toolkit?tab=readme-ov-file)
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- [[Fine tuning]]
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journals/2025_10_20.md

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- [BradyFU/Awesome-Multimodal-Large-Language-Models: :sparkles::sparkles:Latest Advances on Multimodal Large Language Models](https://github.com/BradyFU/Awesome-Multimodal-Large-Language-Models)
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- [[Multimodal AI]]
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- [Writing alt text with AI | Jared Cunha](https://jaredcunha.com/blog/writing-alt-text-with-ai)
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- [[Alternative text]], [[LLM]]
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- [The time to reckon with AI agents in digital learning spaces is now](https://annamills.substack.com/p/the-time-to-reckon-with-ai-agents?r=2io916&triedRedirect=true)
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- [[AI agents]], [[Artificial intelligence in education]], [[Cheating]], [[Online learning]]
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- [An Open Letter to Perplexity AI: - by Marc Watkins](https://marcwatkins.substack.com/p/an-open-letter-to-perplexity-ai)
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- [The Next Phase of the Guided Pathways Movement](https://www.insidehighered.com/news/institutions/community-colleges/2025/10/20/next-phase-guided-pathways-movement)
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- [[Guided pathway]], [[Community college]]
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- [The Edge: Stop assigning traditional essays](https://www.chronicle.com/newsletter/the-edge/2025-10-16?trk=feed-detail_main-feed-card_feed-article-content)
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- [[Essay]], [[Cheating]], [[Artificial intelligence in education]]
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- https://www.linkedin.com/posts/karen-costa-380280a7_stop-assigning-traditional-essays-activity-7385378824638705664-Fmcd?rcm=ACoAABrN9BIB96ru8WL3gBqTYvBzT3pjzx6hEgw
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- [Tips To Limit AI Cheating (for Instructors)](https://www.linkedin.com/pulse/tips-limit-ai-cheating-instructors-mathew-georghiou--zwpxe)
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- [The Great Online Learning Reset? - by Dr Philippa Hardman](https://drphilippahardman.substack.com/p/the-great-online-learning-reset)
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- [[AI agents]], [[Artificial intelligence in education]], [[Cheating]]
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- [Open education principles: Resisting the metrics of AI black boxes](https://www.unesco.org/en/articles/open-education-principles-resisting-metrics-ai-black-boxes)
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- [[Open Education]], [[Open source]], [[Artificial intelligence in education]]
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- [Full article: On the essay in a time of GenAI](https://www.tandfonline.com/doi/full/10.1080/00131857.2025.2572802)
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- [[Essay]], [[Artificial intelligence in education]], [[Assignment]]
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- [[2506.00022] Scaling Physical Reasoning with the PHYSICS Dataset](https://arxiv.org/abs/2506.00022)
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- [[Reasoning]], [[Spatial thinking]], [[Physics]], [[Data sets]], [[LLM]], [[Physics education]], [[Artificial intelligence in education]]
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- [Zhengsh123/PHYSICS: Official GitHub repo for Scaling Physical Reasoning with the PHYSICS Dataset (NeurIPS25).](https://github.com/Zhengsh123/PHYSICS)
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- [Embodied Cognition and Its Educational Significance | Movement MattersHow Embodied Cognition Informs Teaching and Learning | Books Gateway | MIT Press](https://direct.mit.edu/books/oa-edited-volume/5306/chapter-standard/3752365/Embodied-Cognition-and-Its-Educational)
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- [[Embodied learning]], [[Embodied cognition]]
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- [Building Commons in Digital Learning](https://www.e-learning-rules.com/blog/0054_building_commons_in_digital_learning.html)
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- [[Commons]], [[Open Education]], [[Learning object repository]], [[Autonomy]], [[Shared governance]], [[Creative commons]]
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- >Cornelius Castoriadis (1997) extends this horizon by describing autonomy not as personal freedom but as the collective capacity to question and remake institutions. When educators common digital infrastructures (through shared governance, co-authorship, or open licensing) they exercise precisely this collective autonomy. Commoning thus links imagination and action: it is where the ethical and the institutional meet, where digital practice becomes a form of democratic renewal.
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- [How A University's AI Witch Hunt Derailed A Student's Career - Dataconomy](https://dataconomy.com/2025/10/13/how-a-universitys-ai-witch-hunt-derailed-a-students-career/)
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- [[AI detection]], [[Cheating]], [[TurnItIn]], [[Lawsuit]]
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- [TuanaCelik/text-to-sql-snowflake-llamaindex: Advanced Text2SQL with LlamaIndex and Snowflake models](https://github.com/tuanacelik/text-to-sql-snowflake-llamaindex)
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- [[SQL]], [[LlamaIndex]], [[Natural language processing]]
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journals/2025_10_21.md

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- [Adelphi student from Long Island sues university over allegations he used AI to write essay - ABC7 New York](https://abc7ny.com/post/adelphi-student-long-island-sues-university-allegations-he-used-ai-write-essay/17980409/?trk=feed_main-feed-card_feed-article-content)
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- [[AI detection]], [[Cheating]], [[Lawsuit]]
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- [2035 Education Scenario Generator](https://veletsianos.com/otessa2025/scenarios.html)
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- [[Scenario-based learning]], [[Educational development]]
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- [What's Lost When NY Times Guest Essays Are Uninformed](https://onedtech.philhillaa.com/p/contrasting-ny-times-essay-with-reality)
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- [[Community college]], [[Online programs]], [[Online learning]]
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- [Results From a Comprehensive California Community Colleges Online Education Study - sb117-comprehensive-online-ed-study-report-ada.pdf](https://www.cccco.edu/-/media/CCCCO-Website/docs/report/sb117-comprehensive-online-ed-study-report-ada.pdf)
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- [Why are universities still teaching referencing styles?](https://www.timeshighereducation.com/depth/why-are-universities-still-teaching-referencing-styles?trk=feed-detail_main-feed-card_feed-article-content)
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- [[Teaching research methods]], [[Citation]], [[Research paper]], [[Academic writing]]
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- [Discussion of the articles in the special issue ‘Resilience in learning: In search of protective factors and compensatory mechanisms’ - ScienceDirect](https://www.sciencedirect.com/science/article/pii/S0959475225001756?dgcid=raven_sd_aip_email)
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- [[Resilience]], [[Students with disabilities]]
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- [What I'm Teaching this Week: GenAI and Copyright](https://mettalrose.substack.com/p/genai-and-the-messy-issues-of-copyright)
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- [[Copyright]], [[Artificial intelligence]], [[Generative AI]], [[Image generation]]
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- [Introducing ChatGPT Atlas](https://simonwillison.net/2025/Oct/21/introducing-chatgpt-atlas/)
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- [[OpenAI]], [[Browser AI]], [[AI agents]], [[Cybersecurity]], [[Student privacy]], [[Accessibility]]
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- [ChatGPT Atlas - Release Notes | OpenAI Help Center](https://help.openai.com/en/articles/12591856-chatgpt-atlas-release-notes)
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- [ChatGPT for any role - Resource | OpenAI Academy](https://academy.openai.com/public/clubs/work-users-ynjqu/resources/chatgpt-for-any-role)
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- [[ChatGPT]], [[Prompt engineering]]
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journals/2025_10_22.md

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- [AI Surrogates and illusions of generalizability in cognitive science - ScienceDirect](https://www.sciencedirect.com/science/article/abs/pii/S1364661325002517?dgcid=coauthor)
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- [[Research tools]], [[Simulation]], [[Cognitive science]], [[Artificial intelligence]], [[LLM]], [[Research reform]], [[Research Methods]]
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- [GitHub - Bogdanovich77/DeekSeek-OCR---Dockerized-API](https://github.com/Bogdanovich77/DeekSeek-OCR---Dockerized-API)
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- [[OCR]], [[PDF]], [[Local AI]], [[Docker]], [[AIOps]], [[Visual understanding]], [[Open LLM]]
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- [DeepSeek-OCR - Lives up to the hype : r/LocalLLaMA](https://www.reddit.com/r/LocalLLaMA/comments/1ocrocy/deepseekocr_lives_up_to_the_hype/)
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- [uv-scripts (uv scripts for HF Jobs)](https://huggingface.co/uv-scripts/datasets)
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- [truss-examples/deepseek-ocr at main · basetenlabs/truss-examples · GitHub](https://github.com/basetenlabs/truss-examples/tree/main/deepseek-ocr)
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- [Math Ocr - a Hugging Face Space by Ash2749](https://huggingface.co/spaces/Ash2749/math-ocr)
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- [[OCR]], [[PDF]], [[Mathematics]]
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- [ashfaqbracu/aaladinai](https://github.com/ashfaqbracu/aaladinai)
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- [pdf ocr Spaces - Hugging Face](https://huggingface.co/spaces?q=Pdf+ocr)
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- [math vr alphaXiv](https://www.alphaxiv.org/datasets/cuhk/math-vr)
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- [[Data sets]], [[Mathematics]], [[Reasoning]], [[Visual understanding]], [[benchmark]]
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- [Major Academic Press Calls for “Publish or Perish” Reform](https://www.insidehighered.com/news/faculty-issues/research/2025/10/22/major-academic-press-calls-publish-or-perish-reform)
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- [[Publish or perish]], [[Academic publishing]]
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- [Ask Your Students Why They Use AI (opinion)](https://www.insidehighered.com/opinion/career-advice/teaching/2025/10/22/ask-your-students-why-they-use-ai-opinion)
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- [[Artificial intelligence in education]], [[Student perception]], [[Fixed mindset]]
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- [Understand built-in model management in Chrome  |  AI on Chrome  |  Chrome for Developers](https://developer.chrome.com/docs/ai/understand-built-in-model-management)
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- [[Chrome]], [[Browser AI]], [[Local AI]]
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- [Supercharge your OCR Pipelines with Open Models](https://huggingface.co/blog/ocr-open-models#supercharge-your-ocr-pipelines-with-open-models)
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- [[OCR]], [[Open LLM]], [[huggingface]], [[AIOps]], [[Visual understanding]]
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- [Harveen Singh Chadha (@HarveenChadha): "a bunch of OCR models released in past few weeks: ~ deepseek-ocr-3b ~ olmo-ocr-2-7b ~ chandra-ocr-8b ~ nanonets-ocr2-3b ~ paddleocr-vl-0.9B ~ qwen3-vl-dense/moe (general vlm) ~ dots.ocr-3b Will be dropping a detailed comparison soon" | nitter](https://nitter.net/HarveenChadha/status/1981055277408669934#m)
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- [[OCR]], [[Open LLM]], [[huggingface]], [[AIOps]]
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- [Deploy nanonets/Nanonets-OCR-s | Inference Endpoints by Hugging Face](https://endpoints.huggingface.co/new?repository=nanonets%2FNanonets-OCR-s&vendor=aws&region=us-east&accelerator=gpu&instance_id=aws-us-east-1-nvidia-l40s-x1&task=image-text-to-text&no_suggested_compute=true)
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journals/2025_10_23.md

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- [Effect of Generative Artificial Intelligence on University Students Learning Outcomes: A Systematic Review and Meta-Analysis - ScienceDirect](https://www.sciencedirect.com/science/article/abs/pii/S1747938X25000740?dgcid=raven_sd_aip_email)
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- [[Artificial intelligence in education]], [[Systematic review]], [[Meta-analysis]], [[Activity theory]]
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- [Simplify: move code into database functions | Derek Sivers](https://sive.rs/pg)
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- [[Web development]], [[Database]], [[Software development]], [[JSON]], [[API]], [[postgresql]]
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- [sivers/sivers: my database and the web apps that use it](https://github.com/sivers/sivers)
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- [Mapping employability skills across curricula | THE Campus Learn, Share, Connect](https://www.timeshighereducation.com/campus/mapping-employability-skills-across-curricula)
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- [[Employability]], [[Career readiness]], [[Curriculum map]], [[Career development]], [[Student motivation]], [[Critical thinking]], [[Resilience]], [[Leadership]], [[Self assessment]], [[Chatbot]], [[Work-integrated learning]]
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- [The value of work-integrated learning | THE Campus Learn, Share, Connect](https://www.timeshighereducation.com/campus/helping-students-see-future-career-value-their-workintegrated-learning)
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- [The Motivational Value Of Clear Career Paths](https://www.forbes.com/sites/victorlipman/2013/10/19/the-motivational-value-of-clear-career-paths/)
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- [Subject Information | Careers, Employability and Student Enterprise | University of Southampton](https://www.southampton.ac.uk/careers/successful-futures.page)
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- [datum | Dart package](https://pub.dev/packages/datum)
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- [[Local first software]], [[Synchronization]], [[Dart]], [[Flutter]]
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- [Neuroscientists uncover how the brain builds a unified reality from fragmented predictions](https://www.psypost.org/neuroscientists-uncover-how-the-brain-builds-a-unified-reality-from-fragmented-predictions/)
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- [[Predictive processing]], [[Brain]]
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- [State of Drupal presentation (October 2025) | Dries Buytaert](https://dri.es/state-of-drupal-presentation-october-2025)
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- [[Drupal]]
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