YaTTI

Yayasan Teknologi Terbuka Indonesia Indonesian Open Technology Foundation

The Applied Anthropology Knowledgebase serves as DrAA, a world-leading expert specializing in applied anthropology, including secular dharmas, evolutionary anthropology, and human behavioral biology. Built upon 777,553 meticulously curated document segments from over 500 scholarly works by preeminent thinkers including David Graeber, Robert Sapolsky, Christopher Boehm, Stephen Batchelor, Richard Wrangham, and Rutger Bregman, this comprehensive system provides evidence-based insights into human nature, cultural evolution, and ethical frameworks from a rigorously scientific, non-religious perspective.

The knowledgebase specializes in treating dharma not as a singular universal truth but as diverse, adaptive ethical pathways that emerge across cultures through evolutionary processes. Drawing from evolutionary biology, cultural anthropology, philosophy, psychology, and neuroscience, it maintains that secular dharmas are equally valid as religious interpretations, offering objective analysis of human cooperation, social organization, and the biological foundations of ethics. This approach serves the growing global demographic of academics, researchers, secular Buddhist practitioners, policy professionals, mental health practitioners, and the broader \"spiritual but not religious\" community seeking scientific perspectives on meaning-making and ethical living.

Powered by advanced FAISS vector search with OpenAI text-embedding-3-large and GPT-4o query processing, the system delivers nuanced responses through 15,143 AI-generated contextual citations and cross-encoder reranking optimization. With its 2.2GB SQLite database and 7.9GB vector index optimized for CPU processing, it bridges cutting-edge AI technology with rigorous academic research, providing intellectually sophisticated yet accessible analysis for understanding human behavior, cultural development, and evidence-based approaches to ethical living in contemporary global contexts.

Platform kecerdasan buatan terdepan untuk navigasi peraturan perundang-undangan Indonesia yang memproses 5,817 dokumen hukum (2001-2025) menjadi 541,445 segmen teks yang dapat dicari secara semantik. Memanfaatkan teknologi embedding OpenAI text-embedding-3-large dan respons Claude AI, sistem ini menyediakan akses instan terhadap kompleksitas regulasi Indonesia mulai dari peraturan menteri, peraturan badan/lembaga, peraturan daerah, hingga undang-undang dengan pemahaman kontekstual dalam bahasa Indonesia.

Menjawab tantangan kepatuhan regulasi Indonesia era 2024 yang mencakup implementasi UU Perlindungan Data Pribadi (Oktober 2024), persyaratan pajak minimum global, regulasi fintech OJK yang diperkuat, serta kompleksitas perizinan berbasis risiko (PBBR) yang dihadapi 66 juta pelaku UMKM. Sistem ini melayani distribusi geografis strategis dengan 65 persen pengguna di Pulau Jawa (Jakarta 35 persen, Surabaya 10 persen, Bandung 8 persen) dan menyediakan analisis mendalam untuk kepatuhan hukum, penelitian regulasi, dan konsistensi kebijakan.

Ekosistem pengguna mencakup firma hukum dari ranking Top 100 Indonesia dengan ratusan praktisi hukum, startup fintech yang menavigasi sandbox OJK, aparatur sipil negara yang memerlukan referensi otoritatif, hingga 66 juta UMKM yang menghadapi transformasi digital. Dengan performa teknis 562 embedding per batch, indeks FAISS 7.1GB, dan kemampuan pemrosesan 24 API concurrent, sistem ini memberikan solusi pencarian hukum bertenaga AI yang mendukung pertumbuhan ekonomi digital Indonesia dan kepatuhan regulasi nasional.

The Secular Dharma Knowledge System is a sophisticated AI-powered research platform that bridges ancient wisdom traditions with contemporary scientific understanding to explore ethical living through secular interpretations of dharma. Built on advanced vector search technology (FAISS) with access to 777,553+ interdisciplinary documents, the system serves the rapidly growing demographic of 'spiritual but not religious' individuals, academics, and professionals seeking evidence-based approaches to wisdom traditions without supernatural beliefs.

The platform addresses the explosive growth in secular spirituality and mindfulness practice, serving academics generating scholarly content, content creators developing educational materials, mental health professionals integrating secular mindfulness approaches, and the broader secular Buddhism movement. Through modular research generation and video essay creation tools, users can produce comprehensive philosophical content across configurable depth levels and multiple output formats - from quick overviews to comprehensive academic articles and educational video scripts in documentary, educational, or narrative styles.

Grounded in evolutionary psychology, neuroscience, and cross-cultural anthropology, the system treats secular and religious approaches to dharma with equal validity while maintaining rigorous academic standards. It explores dharma as universal human ethical patterns that emerge across cultures through evolutionary processes, providing critical analysis of power dynamics and cultural appropriation while supporting contemporary applications in AI ethics, climate philosophy, and planetary consciousness. With support for multiple state-of-the-art language models and robust error handling, the system represents a mature platform for sophisticated philosophical content generation that honors both ancient wisdom and modern scientific methodology.