Blog Posts | Joshua Berkowitz

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2025 × synthetic data ×

Unleashing On-Device Agentic Power: How Fara-7B Transforms Human-Computer Interaction

Microsoft Research’s Fara-7B is a small, open-weight agentic model that interacts with your device in a human-like way. It looks to fulfil the promise ofhaving a digital assistant that doesn’t just un...

agentic AI AI safety benchmarking on-device AI open source small language models synthetic data web automation

Nov 25, 2025

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Redefining AI Training: SYNTH Ushers in a Reasoning-First Data Revolution

SYNTH is a synthetic dataset designed to push language models beyond memorization, toward deeper intelligence and agility. Since GPT-3, most language models have depended on massive web-scraped datase...

AI training context engineering deep learning language models multilingual AI reasoning synthetic data Wikipedia

Nov 18, 2025

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AI and Synthetic Data For Gait Analysis in Neurology

Every step we take carries hidden information about our health. Gait, the way we walk, provides subtle clues that can indicate early stages of neurological disorders such as Parkinson’s disease, cereb...

AI digital health gait analysis healthcare technology neurology synthetic data wearables

Oct 3, 2025

0 22132

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GenSeg For Medical Image Segmentation in Low-Data Environments

Medical image semantic segmentation is a fundamental process in modern healthcare, crucial for applications such as diagnosing diseases, tracking disease progression, planning treatments, and assistin...

AI segmentation data efficiency deep learning generative models healthcare AI medical imaging synthetic data

Jul 28, 2025

0 6765

Papers

Invisible Watermarks Secure Synthetic Tabular Data in the Age of Generative AI

Generative AI is transforming how businesses access and use data, especially in sensitive industries where using real customer information is restricted. Synthetic tabular data, AI-generated tables th...

AI security data attribution diffusion models generative AI synthetic data tabular data watermarking

Jun 7, 2025

0 3674

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