Author: Ricardo

Artificial Intelligence Computer Vision

Developing an End-to-End Document Intelligence Pipeline with docTR for OCR, Layout Analysis, KIE, Benchmarking, and Searchable PDFs
ByRicardo August 17, 2026August 17, 2026

In this tutorial, we develop an end-to-end OCR workflow with docTR and discover how trendy doc understanding pipelines mix textual content detection, recognition, geometry, structure evaluation, structured extraction, and export. We generate reasonable artificial bill paperwork, load pictures and PDFs by means of DocumentFile, assemble GPU-aware OCR predictors, and benchmark completely different detection–recognition structure combos…

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Healthcare Life Sciences

Scaling Scientific R&D with AI Supercomputing Infrastructure
ByRicardo August 17, 2026August 17, 2026

Pharmaceutical and life sciences enterprises have confirmed AI can enhance particular person phases of discovery, improvement, and manufacturing — however the {industry}’s legacy IT infrastructure was by no means built for frontier-scale compute. This is a structural, industry-wide constraint. The economics make the stakes clear. According to the National Institutes of Health, a discovery can…

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AI adoption Manufacturing

Moving AI from Paralysis to Production in Regulated Enterprises
ByRicardo August 17, 2026

This (article/interview evaluation) is sponsored by Elephant Ventures and was written, edited, and revealed in alignment with our Emerj sponsored content guidelines. Learn extra about our thought management and content material creation companies on our Emerj Media Services page. Across banking, monetary companies, and pharma, AI ambition continues to outpace AI deployment. RAND Corporation found…

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Agentic AI AI Agents

DeepSeek AI Releases DeepSeek Harness in Developer Preview: An MIT-Licensed Agent Harness Where Everything is a Plugin
ByRicardo August 17, 2026August 17, 2026

DeepSeek launched DeepSeek Harness v0.1 in developer preview and printed the complete supply code beneath the MIT license. The challenge ships as dsh at deepseek-ai/deepseek-harness. A harness is the layer between a mannequin and the atmosphere it acts in — the instruments, recordsdata, sandboxes, and management loop that allow an agent hold working. DeepSeek frames…

Read More DeepSeek AI Releases DeepSeek Harness in Developer Preview: An MIT-Licensed Agent Harness Where Everything is a Plugin
Training Data

Training AI Models for Indoor Layout & Room Segmentation: Why High-Quality Datasets Matter
ByRicardo August 17, 2026August 17, 2026

As organizations spend money on indoor scene parsing and spatial AI, a standard query emerges: Who prepares these datasets, and what does the method contain? Preparing datasets for indoor format is extra advanced than merely gathering photos. It requires a mix of semantic annotation, 3D scanning, geometric validation, metadata administration, and human high quality assurance….

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Applications Artificial Intelligence

Fine-Tuning Tool-Calling LLMs: A Complete Guide Using XYZ-Aquila-SFT and Qwen3
ByRicardo August 15, 2026August 15, 2026

In this tutorial, we implement an end-to-end supervised fine-tuning pipeline for the XYZ-Aquila-SFT dataset, Hugging Face Transformers, PyTorch, and PEFT. We stream and examine the dataset, parse multi-turn tool-use trajectories, extract structured instrument calls, analyze corpus traits, and protect embedded reasoning and remark patterns. We then convert instrument schemas between message-embedded and structured codecs, render…

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Articles Membership content

How to build AI in the age of collaborative coding
ByRicardo August 14, 2026August 14, 2026

We’re in one of the best markets any of us have ever seen. AI is accelerating every part, and the stress to innovate sooner has gone from being a nice-to-have to being a survival requirement. The instruments are there. The query is whether or not we’re really utilizing them in a manner that serves us,…

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AI in Action Deep Dives

Samsung health AI models analyse wearable biosignal data
ByRicardo August 14, 2026August 14, 2026

Samsung Research America’s Digital Health Team has introduced two AI basis models designed to be taught from wearable biosignals. The work centres on data captured by smartwatches, together with coronary heart exercise, sleep, and bodily exercise. The firm mentioned its Connected Care imaginative and prescient on the Health Forum throughout Galaxy Unpacked in July 2026….

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AI in Action Artificial Intelligence

Google AI health coach to use Abbott glucose data
ByRicardo August 14, 2026

Abbott and Google are linking steady glucose monitoring data with Google’s AI-powered health teaching instruments, giving the Gemini-powered service entry to one other supply of non-public health info. Under a multiyear settlement, data from Abbott’s Lingo steady glucose monitor shall be built-in into the Google Health app. Users shall be ready to view glucose traits…

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Agentic AI AI Shorts

Z.ai Ships GLM-5.3 Without Retraining the Base Model: Better at Complex Coding and Long-Horizon Tasks
ByRicardo August 14, 2026

Z.ai simply launched GLM-5.3. GLM-5.3 runs on the identical 743B base mannequin as GLM-5.2. Every reported achieve comes from scaled post-training: extra job environments, extra atmosphere sorts, longer coaching. The outcomes land in two locations. Coding jumps most on the longest-horizon benchmarks, with Terminal-Bench 3.0 shifting from 4.6 to twenty-eight.3. Cybersecurity moved additional than Z.ai…

Read More Z.ai Ships GLM-5.3 Without Retraining the Base Model: Better at Complex Coding and Long-Horizon Tasks

Author: Ricardo

Developing an End-to-End Document Intelligence Pipeline with docTR for OCR, Layout Analysis, KIE, Benchmarking, and Searchable PDFs

Scaling Scientific R&D with AI Supercomputing Infrastructure

Moving AI from Paralysis to Production in Regulated Enterprises

DeepSeek AI Releases DeepSeek Harness in Developer Preview: An MIT-Licensed Agent Harness Where Everything is a Plugin

Training AI Models for Indoor Layout & Room Segmentation: Why High-Quality Datasets Matter

Fine-Tuning Tool-Calling LLMs: A Complete Guide Using XYZ-Aquila-SFT and Qwen3

How to build AI in the age of collaborative coding

Samsung health AI models analyse wearable biosignal data

Google AI health coach to use Abbott glucose data

Z.ai Ships GLM-5.3 Without Retraining the Base Model: Better at Complex Coding and Long-Horizon Tasks

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