What ties everything together is the data pipeline. They rebuilt OCR, parsing, and multilingual data from scratch, combining synthetic HTML, pseudo-labels, and region-aware markup all feeding a 256K-token multimodal engine. This is how you build a real-world VLM, not a
DATA
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Industrial AI Data Quality and Preprocessing for Manufacturing
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Your AI is only as smart as your data is clean.
— Lucian Fogoros (@fogoros) 30 novembre 2025
Erikjan Franssen of @adlibsoftware & Cesar Bravo of @honeywell explain how preprocessing & context keep industrial AI from learning the wrong lessons. https://t.co/u8mjZDuZIg #sponsored #adlib_iiot #AI #Manufacturing @IIoT_World pic.twitter.com/y9AjDlzxukYour AI is only as smart as your data is clean. Erikjan Franssen of @adlibsoftware & Cesar Bravo of @honeywell explain how preprocessing & context keep industrial AI from learning the wrong lessons. https://
buff.ly/7ge1Hbq #sponsored #adlib_iiot #AI #Manufacturing @IIoT_World -
Industrial Data Drives Automation and Optimization Shifts
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From monitoring to control, #IndustrialData is becoming the backbone of automation and optimization. Find out how to adapt to these 5 key shifts now: https://t.co/G3r1O5OAvZ #sponsored #highbyte_iiot #influxdata_iiot #InfluxDB #industry40 @Kuriharan via @fogoros pic.twitter.com/4wl47crZos
— Lucian Fogoros (@fogoros) 30 novembre 2025From monitoring to control, #IndustrialData is becoming the backbone of automation and optimization. Find out how to adapt to these 5 key shifts now: https://
buff.ly/wDSPJWm #sponsored #highbyte_iiot #influxdata_iiot #InfluxDB #industry40 @Kuriharan via @fogoros -
Daily insights on LLMs agents and data workflows
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♻️ If this helps, share it. Someone may needs this reminder today 🙂
— Charly Wargnier (@DataChaz) 30 novembre 2025
Follow me → @datachaz for daily drops on LLMs, agents, and data workflows! 🦾 https://t.co/0QvThOkqE6If this helps, share it. Someone may needs this reminder today 🙂 Follow me → @datachaz for daily drops on LLMs, agents, and data workflows!
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MongoDB Launches Free AI Resource Hub for Use Cases
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You can get a free access to @MongoDB
's AI resource hub here:
↳ https://
mongodb.com/resources/use-
cases/artificial-intelligence
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MongoDB AI Hub: Vector Search, Agents, Storage & Security
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MongoDB’s AI resource hub is an absolute goldmine! 🔥
— Charly Wargnier (@DataChaz) 30 novembre 2025
Clean explanations, practical demos, & a real production focus:
↳ Vector search pipelines
↳ Memory-capable agents
↳ Storage architectures
↳ Indexing, caching, security
One of the best collections out there. Link in 🧵↓ pic.twitter.com/n2AqUKPLo4MongoDB’s AI resource hub is an absolute goldmine! Clean explanations, practical demos, & a real production focus: ↳ Vector search pipelines
↳ Memory-capable agents
↳ Storage architectures
↳ Indexing, caching, security One of the best collections out there. Link in ↓ -
Cancer Incidence Flattening in Elderly Patients Explained
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The flattening of the incidence of cancer with older age (75+) is distinct compared with cardiovascular and neurodegenerative diseases, attributed to multiple factors (biological, diagnostic, and statistical)
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Advanced Digital Twins Transform Semiconductor Manufacturing Process
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If your #digitaltwin is just another dashboard, you’re already falling behind. In #semiconductors, the twin must model the wafer, the process, the factory — and evolve live.
That’s the new baseline. https://
buff.ly/dCcOpqy #sponsored #sie_automation #industry40 @IIoT_World -
Texas A&M Students Build AI Projects at Databricks Datathon
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What a night at Texas A&M University’s #TAMUDatathon!
— Databricks (@databricks) 30 novembre 2025
Students learned Databricks in under an hour and spent the night creating projects like semantic search engines, AI-powered safety apps, chatbot integrations, and more. Many teams pushed the limits of Free Edition and kept… pic.twitter.com/bAfW4NgrJuWhat a night at Texas A&M University’s #TAMUDatathon! Students learned Databricks in under an hour and spent the night creating projects like semantic search engines, AI-powered safety apps, chatbot integrations, and more. Many teams pushed the limits of Free Edition and kept
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Agentic AI Transforms Legacy Factory Systems into Real-Time Decision
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Factories don’t need to start from scratch to use AI.
Agentic AI works with legacy systems, not against them — turning existing data into real-time decisions. Full article here: https://
buff.ly/UfalIFW #sponsored #archsystems_iiot #AgenticAI