Innodata
Train and Deploy Industry‑Leading Generative and Traditional AI
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Latest posts
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Why Personalization Is a Training Problem for Long-Horizon AI Agents
Personalized AI agents need more than prompts and memory. See how training data and human feedback enable long-horizon personalization. The post Why Personalization Is a Training Problem for Long-Horizon AI Agents appeared first on Innodata .
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Beyond the Caption: What Building Our Own Visual-Logic Benchmark Taught Us About Today’s VLMs
See what Innodata’s visual reasoning benchmark reveals about where today’s VLMs succeed, fail, and misread visual details. The post Beyond the Caption: What Building Our Own Visual-Logic Benchmark Taught Us About Today’s VLMs appeared first on Innodata .
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What Robots Eat: There’s No Such Thing as a Free Lunch When You’re Training Robots
Explore the data robots need to learn, from egocentric video and motion capture to teleoperation, retargeting, and safety evaluation. The post What Robots Eat: There’s No Such Thing as a Free Lunch When You’re Training Robots appeared first on Innodata .
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Innodata Featured in CNET Cover Story on the Future of Humanoid Robots
CNET explores what it will take to bring humanoid robots into the home, with insights from Innodata’s Frank Tanner on the real-world data challenges ahead. The post Innodata Featured in CNET Cover Story on the Future of Humanoid Robots appeared first on Innodata .
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Six Questions to Ask Before Deploying an AI Agent into an Enterprise Workflow
Explore six questions for aligning agents with enterprise context, controls, systems, evaluation, and oversight. The post Six Questions to Ask Before Deploying an AI Agent into an Enterprise Workflow appeared first on Innodata .
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What’s in a Benchmark? Rethinking “Thinking” in Long Context Conversations
Explore Innodata’s LCCI Benchmark for long-context LLM evaluation across multi-turn conversations, multimodal inputs, and real-world model failures. The post What’s in a Benchmark? Rethinking “Thinking” in Long Context Conversations appeared first on Innodata .
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Innodata Appoints Jayant Chauhan as Chief Financial Officer
Jayant Chauhan Brings More Than Two Decades of Experience in Finance and Scaling High-Growth Technology Companies The post Innodata Appoints Jayant Chauhan as Chief Financial Officer appeared first on Innodata .
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Cultural Alignment of LLMs Is More Than Just Trivia. It’s Applied Understanding.
Innodata’s ICAB benchmark evaluates how well LLMs understand implicit cultural context across languages, locales, and multimodal tasks. The post Cultural Alignment of LLMs Is More Than Just Trivia. It’s Applied Understanding. appeared first on Innodata .
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The Hidden Problem with AI Optimization and Sampling
Why AI systems favor average results over the best ones, and how robust reinforcement learning improves real-world performance. The post The Hidden Problem with AI Optimization and Sampling appeared first on Innodata .
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AI Can Count Aircraft from Space. Understanding Them Requires a World Model
How kinematics-based motion analysis improves data labeling, automated quality control, and computer vision models for fitness and robotics. The post AI Can Count Aircraft from Space. Understanding Them Requires a World Model appeared first on Innodata .