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Topic AI Development
36 articles
AI DevelopmentAI Voice Production: 5 Best Practices
AI voice content uses two AI stages: script generation and text-to-speech. This guide explains how to test predefined voices, turn subjective feedback into requirements, manage versions, prioritize trade-offs, run group listening sessions and use post-processing to stabilize quality.
AI DevelopmentWhat We Learned Building Voice AI with Gemini: The Major Difference Between a PoC and a Commercial Service
A Gemini Live API PoC can deliver real-time voice conversations quickly, but production introduces concurrency, quotas, observability, model lifecycle and device-specific audio issues. This article explains why the architecture moved from direct browser access to LiveKit and Vertex AI.
AI DevelopmentA Concept for Developing AI Through Artificial Languages
Can AI learn logic more efficiently through an artificial language than through natural language? This article compares Esperanto, Lojban, and Ithkuil, then presents a custom GPT-2 model trained from scratch on Lojban-based data that achieved 100% accuracy on prepared three-valued logic tests.
AI Development7 AI Image-to-3D Generators I Tested in 2026: Which One Is Actually Worth Using?
Using the same portrait and default settings, we tested Prism 3.1, Meshy 6, Tripo P1, Hunyuan3D, Forge, Trellis 2 and Rodin 2.5. See how they compare in facial similarity, texture, hair, clothing and mesh quality, plus which tools work best for realism, game assets and further editing.
AI DevelopmentWhat Is Function Calling? How AI Agents Work and How to Implement Them with LangGraph
Learn how Function Calling lets LLMs use external tools instead of performing every task themselves. This guide covers tool-use architecture, the evolution of coding agents, Structured Outputs, and a practical LangGraph and TypeScript implementation of the reasoning-and-action loop.
AI DevelopmentConstellation Recognition: GNN + Symbolic AI — Developing a Hybrid Model
We developed a hybrid AI system that detects, separates, and reconstructs Orion, Cassiopeia, and the Big Dipper from noisy, rotated, and scaled point clouds. It combines geometric signatures, an edge-updating GNN, and symbolic graph-isomorphism constraints, reaching a test macro F1 score of 96.91%.
AI DevelopmentAutomatically Generate 3D Models by Inferring Noisy Floor Plans! A Challenge in CubiCasa5K Analysis and Reverse Engineering
Using only floor plan images and SVG annotations—and without reading the official paper or code—the author reverse-engineered CubiCasa5K. The article covers semantic segmentation, random-rotation augmentation, inference of an incomplete sauna door, and conversion of the final result into a 3D model.
AI Development3D Avatar from One Photo with FLAME, DECA and DiffLocks
From a single face photo, we tested a workflow for creating a realistic 3D head and natural-looking hair using FLAME, DECA and DiffLocks. This article covers the process, results, texture issues, hair generation challenges and license notes.
AI DevelopmentWill AI Reduce Employment in Vietnam?
Will AI reduce jobs in Vietnam? VFA's COO discusses the real impact of generative AI on offshore development and the "self-destructive curiosity" needed for the next era.
AI DevelopmentAI Economist: Reinforcement Learning in Economics
Experimenting with the AI Economist API to simulate free markets and communism using Reinforcement Learning (RL) agents.
AI DevelopmentApplying Self Pre-Training Method to GNN for Quantum Chemistry
Explore how self pre-training methods are applied to Graph Neural Networks (GNN) to improve predictions in quantum chemistry.
AI DevelopmentTransformer with OCR: From Molecule to Manga
Exploring the application of Transformer encoder-decoder models in OCR tasks, analyzing performance on Manga datasets.
