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Four months ago, we launched Interfaze. It's a new model architecture that outperforms both closed and open-source models on deterministic tasks like OCR, data extraction, web scraping, and classifica
One might argue that translation is a problem that has long been solved with the advent of sequence-to-sequence models. That assumption, however, is far from the truth. While significant progress has been made, particularly in handling complex and no...
2025 has been great for the embedding model space, with Google’s Gemini-Embedding-001-Model and Alibaba team releasing their own series of Qwen3 embedding models. Both models outperform their predecessors in quality on various tasks for text embeddin...
Most classifiers ship with a fixed label list. They perform well inside that box and fail silently outside it. So we took this as a challenge. We introduce a classifier that starts from the opposite assumption: the world is open. New product names ap...
Have we just rebranded prompt engineering? Like Apple did with “Glass“? Well, turns out that there is more to context-engineering than writing lengthy prompts. If prompt engineering was about cleverly wording a single query to coax a good answer, con...
It’s 2025, and object detection is a solved problem. Or is it? Object detection is like giving machines eyes. It’s the computer vision task of finding and localizing people, cars, cups, and other objects in images or videos. Unlike plain image classi...
For a long time, the Google Translate widget has been the default way to quickly add translation capabilities to a site. It helped developers, users, and businesses make their content accessible to people all over the world. And honestly, it worked p...
What is Deep Research? JigsawStack’s Deep Research is an open source framework performing for multi-hop, AI-assisted research. The framework orchestrates large language models (LLMs), recursive web searches, and structured reasoning to generate compr...
One of the most requested comparisons has been putting JigsawStack AI Web Scraper against Firecrawl. Before we jump into the tests we ran, we need to understand what makes a good web scraper or even what’s web scraping in the first place. Traditional...
