#SchoolSafetyGP | Collaborative Action: The Role of Stakeholders Parents, caregivers and communities are key to protecting schools and shaping learner behaviour by helping prevent bullying, substance abuse, vandalism and instability. MEC @LebogangMaile1 stresses that safer schools require collective action between government, communities and stakeholders to protect schools as shared public assets. Building safe schools is essential for quality education and stronger communities. #GrowingGautengTogether

Pure International, a subsidiary of @PureConsult_sa driven by its mission of building bridges internationally, recently visited Indonesia, in partnership with @EurogroupFR , to deepen relationships with key stakeholders and explore new avenues for collaboration between Saudi Arabia and Indonesia. Throughout the visit, the team engaged with some of Indonesia’s most prominent corporations and strategic exchanging perspectives on investment, economic transformation, and the opportunities shaping the future of both markets. Their hospitality and collaborative spirit strengthened strategic relationships and laid the foundation for future opportunities. A key highlight of the visit was a strategic media engagement with CNN Indonesia, where Khalid Shakhshir, CEO of Pure Consulting, and Anas Al-Safi, Managing Partner at Pure Consulting, shared insights into Saudi Arabia’s transformation journey and the opportunities emerging under Vision 2030. The discussion explored the Kingdom’s growing role as a regional and global investment destination, supported by economic diversification, regulatory reforms, and ambitious national development initiatives. The visit reflects the growing momentum of Saudi–Indonesian relations, built on centuries of cultural exchange, shared values, and strong people-to-people connections. These enduring ties continue to provide a strong foundation for deeper collaboration, greater investment, and long-term partnership between both nations. More to come from this journey and the conversations shaping future opportunities between Saudi Arabia and Indonesia. #SaudiArabia #Indonesia #Vision2030 #InvestSaudi #PureInternational #StrategicPartnerships #Investment #EconomicTransformation

The Adventures of Elliot: The Millennium tales includes a mini-game where you search for a cat so here's a collaborative illustration with Frederica from Triangle Strategy, by Tatsuaki Urushibara! It’s turned into a pink-haired duo, hasn’t it?

Security talks were held with United States Senior Advisor for Africa, Moos, focusing on regional peace architectures and collaborative stability. Forging Onwards #GOKThisWeek.

Today, I had the privilege of inaugurating Goa's 200 kg/hr Biomass Pellet Pilot Project, a pioneering initiative that converts wood waste into clean and sustainable energy. This project is a significant step towards strengthening Goa's renewable energy ecosystem, promoting environmental conservation, and enhancing our energy security. By transforming biomass waste into a valuable energy resource, we are creating a sustainable model that benefits both the environment and the economy. I extend my sincere appreciation to Shri Suman Nag Ji, Shri Sanjay Sharma Ji (Envision), Sanjivini Agro, and Kendriya Bhandar for their vision, commitment, and collaborative efforts in bringing this innovative project to life. Together, we are working towards a cleaner, greener, and more self-reliant Goa for future generations. #GreenGoa

Immigration remains a challenge for the continent that requires a collaborative approach to resolve. No amount of posturing against any particular country will solve such a complex issue.

Thank you for the support @amazonmusic ! You can now listen to LE SSERAFIM x ILLIT x KATSEYE’s special collaborative single “ICONIC BY MISTAKE” on Amazon Music’s Girl Squad playlist! 🎧 amazonmusic.lnk.to/oohgirlsq… #LE_SSERAFIM #ILLIT #KATSEYE #ICONICBYMISTAKE

The #OOC11BusinessForum is bringing together expertise from banking, technology, insurance, logistics, and development finance to support sustainable ocean industries through collaborative efforts under Our Ocean Kenya. #OOC11InvestinKenya

Kenya is investing heavily in maritime infrastructure and value addition. Our Ocean Kenya invites global players to the OOC11 Business Forum to explore collaborative opportunities that benefit both investors and communities. #OOC11BusinessForum #OOC11InvestinKenya

DONGHAE delivers a beautiful solo rendition of ‘约定Promise,’ a collaborative track by Super Junior-D&E, Siwon, Zhoumi, Ryeowook, and Kyuhyun, at the 21st KKBOX Music Awards.

the concept of failure of a collaborative coming from a HSR PFP needs to be study ong

The non-collaborative aggressor, nemesis of visually stunning self-defense techniques. Just smile and die.

The post jokingly asks if Nigerian content creators Kolu and Carter Efe (Caterefe) have reconciled, directly responding to the quoted tweet about money destroying relationships. Their recent public feud centered on financial disputes, with Kolu accusing Carter of withholding earnings from joint streams and Carter sharing receipts of large transfers to counter the claims. The pair, known for chaotic collaborative content, appear to have settled differences days ago and featured together on podcasts, fueling ongoing social media memes and speculation.

You say un-collaborative I hear self reliant.

Cashus King and Big O release collaborative album 'Water to Wine' | @CossUs | @BigCapitalO plasticmag.co.uk/2026/06/cas…

AI Research Intern – Lexsi Labs Commitment: Full-time internship (6 months; potential extension or full-time offer) Start Date: Rolling About Lexsi Labs Lexsi Labs is one of the leading frontier labs focusing on building aligned, interpretable and safe Superintelligence. Most of the work involves on creating new methodologies for efficient alignment, interpretability lead-strategies and tabular foundational model research. Our mission is to create AI tools that empower researchers, engineers, and organizations to unlock AI's full potential while maintaining transparency and safety. Our team thrives on a shared passion for cutting-edge innovation, collaboration, and a relentless drive for excellence. At Lexsi.ai, everyone contributes hands-on to our mission in a flat organizational structure that values curiosity, initiative, and exceptional performance. As a research intern at Lexsi.ai, you will be uniquely positioned in our team to work on very large-scale industry problems and push forward the frontiers of AI technologies. You will become a part of the unique atmosphere where startup culture meets research innovation, with key outcomes of speed and reliability. What You’ll Do We work on multiple frontier research ideas and challenges. If you are selected, you would be working on one of these following areas. Collaborate closely with our research and engineering teams on one of the areas: Library Development: Architect and enhance open-source Python tooling for alignment, explainability, model alginment, uncertainty quantification, robustness, and machine unlearning Explainability & Trust: Improve and find new observations using our and other SOTA XAI techniques (DLB, LRP, SHAP, Grad-CAM, Backtrace) across text, image, and tabular modalities to understand and present new model interpretability. Mechanistic Interpretability: Probe internal model representations and circuits—using activation patching, feature visualization, and related methods—to diagnose failure modes and emergent behaviors. Uncertainty & Risk: Develop, implement, and benchmark uncertainty estimation methods (Bayesian approaches, ensembles, test-time augmentation) alongside robustness metrics for foundation models. Tabular Foundational Models (Orion): Work with our leading Tabular Foundational Model team to improve and launch new tabular foundational model architectures and work on our leading opesource library TabTune. Reinforcement Learning: Explore new ideas and algorithm around RL and our new RL fine-tuning library. Research Contributions: Author and maintain experiment code, run systematic studies, and co-author whitepapers or conference submissions. General Required Qualifications Strong Python expertise: writing clean, modular, and testable code. Theoretical foundations: deep understanding of machine learning and deep learning principles with hands-on experience with PyTorch. Transformer architectures & fundamentals: comprehensive knowledge of attention mechanisms, positional encodings, tokenization and training objectives in BERT, GPT, LLaMA, T5, MOE, Mamba, etc. Version control & CI/CD: Git workflows, packaging, documentation, and collaborative development practices. Collaborative mindset: excellent communication, peer code reviews, and agile teamwork. Preferred Domain Expertise (Any one of these is good) : Explainability: applied experience with XAI methods such as DLB, SHAP, LIME, IG, LRP, DL-Bactrace or Grad-CAM. Mechanistic interpretability: familiarity with circuit analysis, activation patching, and feature visualization for neural network introspection. Uncertainty estimation: hands-on with Bayesian techniques, ensembles, or test-time augmentation. Quantization & pruning: applying model compression to optimize size, latency, and memory footprint. LLM Alignment techniques: crafting and evaluating few-shot, zero-shot, and chain-of-thought prompts; experience with RLHF workflows, reward modeling, and human-in-the-loop fine-tuning. Tabular Foundational Models: Should have used or improved TFMs like Orion, TabPFN, TabICL etc Post-training adaptation & fine-tuning: practical work with full-model fine-tuning and parameter-efficient methods (LoRA, adapters), instruction tuning, knowledge distillation, and domain-specialization. Additional Experience (Nice-to-Have) Publications: contributions to CVPR, ICLR, ICML, KDD, WWW, WACV, NeurIPS, ACL, NAACL, EMNLP, IJCAI or equivalent research experience. Open-source contributions: prior work on AI/ML libraries or tooling. Domain exposure: risk-sensitive applications in finance, healthcare, or similar fields. Performance optimization: familiarity with large-scale training infrastructures. What We Offer Real-world impact: address high-stakes AI challenges in regulated industries. Compute resources: access to GPUs, cloud credits, and proprietary models. Competitive stipend: with potential for full-time conversion. Authorship opportunities: co-authorship on papers, technical reports, and conference submissions. apply:app.screenloop.com/careers/a…

Dialogical Learning: An educational approach in which knowledge is actively co-constructed through continuous, egalitarian dialog and debate between learners and instructors; views learning as a process that emerges through dialog, interaction, and the exchange of ideas among individuals; emphasizes the collaborative construction of understanding through discussion, questioning, reflection, and engagement with diverse perspectives, resulting in meanings being explored, challenged, refined, and negotiated; critical examination of perspectives, making dialog itself a central mechanism of intellectual growth, critical thinking, and knowledge creation #PsychWord #PsychWordOfTheDay #PsychologyWord #DialogicalLearning

横浜・天王町のガード下にできたクリエイター向けコワーキングスペース「PILE -A collaborative studio-（パイル）」を取材しました。今、横浜で注目されている7月18日締切の新人クリエイター支援プログラム「PUSH FOR CREATION 2025」についてもうかがいましたよ。 mediall.jp/landmark/104506