#FoundationModel

3 weeks ago

Image from article in Radiology: Artificial Intelligence

A new foundation model for digital mammography that extracts key information from images and reports in label-limited settings https://doi.org/10.1148/ryai.240646 #BreastCancer #FoundationModel #ML

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Sapient

@sapientbio.bsky.social

3 weeks ago

Metabolomics is complex – but foundation models can finally make it actionable. See how they unlock clinical trial insights on heterogeneity, risk, and design.
lnkd.in/gRZXs_wt
#metabolomics #foundationmodel #foundationmodeling

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1 month ago

Image from article in Radiology: Artificial Intelligence

Visualizing Radiologic Connections: An Explainable Coarse-to-Fine Foundation Model with Multiview Mammograms and Associated Reports https://doi.org/10.1148/ryai.240646 #cancer #mammogram #FoundationModel

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1 month ago

Image from article in Radiology: Artificial Intelligence

Visualizing Radiologic Connections: An Explainable Coarse-to-Fine Foundation Model with Multiview Mammograms and Associated Reports https://doi.org/10.1148/ryai.240646 #DeepLearning #FoundationModel #AI

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1 month ago

Image from article in Radiology: Artificial Intelligence

Visualizing Radiologic Connections: An Explainable Coarse-to-Fine Foundation Model with Multiview Mammograms and Associated Reports https://doi.org/10.1148/ryai.240646 #DeepLearning #FoundationModel #ML

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Presentation: Foundation Models for Ranking: Challenges, Successes, and Lessons Learned Moumita Bhattacharya discusses the evolution of Netflix’s ranking systems, from the multi-model architecture to a Unified Contextual Recommender (UniCoRn). She explains how they built a task-agnostic User Foundation Model to capture long-term member preferences. Learn how they solve system challenges like high-throughput inference and the tradeoff between relevance and personalization. By Moumita Bhattacharya

1 month ago

Presentation: Foundation Models for Ranking: Challenges, Successes, and Lessons Learned

Moumita Bhattacharya discusses the evolution of Netflix’s ranking systems, from the multi-model architecture to a Unified Contextual Recommender (UniCoRn). She exp…

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#ai #foundationmodel #news

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Presentation: Foundation Models for Ranking: Challenges, Successes, and Lessons Learned

1 month ago

Презентация: Основные модели для ранжирования: проблемы, успехи и выводы

Мумита Бхаттачарья обсуждает эволюцию систем ранжирования Netflix, от многомодельной архитектуры к единой контекстно-зависимой системе рекомендаций (UniCoRn). Она объясняет, ка…

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#ai #foundationmodel #news

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1 month ago

Image from article in Radiology: Artificial Intelligence

A new foundation model for digital mammography that extracts key information from images and reports in label-limited settings https://doi.org/10.1148/ryai.240646 #breast #DeepLearning #FoundationModel

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Building Intelligent iOS Apps with Apple’s Foundation Models Framework The iOS development world has undergone a radical change. Only a few years back, implementing AI functionalities required costly cloud APIs or, at best, on-device processing with limited capabilities. The introduction of Apple’s Foundation Models framework heralds the availability of a 3 billion parameter language model for developers who prefer on-device processing, and it is […]

1 month ago

Building Intelligent iOS Apps with Apple’s Foundation Models Framework

The iOS development world has undergone a radical change. Only a few years back, implementing AI functionalities required costly cloud APIs or, at best, on-device processing with …

Telegram AI Digest
#ai #apple #foundationmodel

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Building Intelligent iOS Apps with Apple’s Foundation Models Framework

1 month ago

Создание интеллектуальных iOS-приложений с использованием фреймворка Foundation Models от Apple

Мир разработки iOS претерпел радикальные изменения. Всего несколько лет назад реализация функций искусственного интеллекта требовала дорогостоящих облач…

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#ai #apple #foundationmodel

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Kempner Institute at Harvard University

@kempnerinstitute.bsky.social

2 months ago

Large Video Planner: A New Foundation Model for General-Purpose Robots - Kempner Institute Recent progress in AI has been driven by foundation models trained on internet-scale data. This has inspired a new wave of “robot foundation models” aimed at solving generalization, but such […]

What if robots could imagine their next move? 🤯✨
Researchers at the #KempnerInstitute led by @yilundu.bsky.social have built a #foundationmodel that gives robots visual imagination—changing how they learn to move.
🔗 Blog: bit.ly/4qftkCM | 📰 News: bit.ly/49FCHWf

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Preference Fine-Tuning LFM 2 Using DPO Liquid Foundation Models (LFM 2) define a new class of small language models designed to deliver strong reasoning and instruction-following capabilities directly on edge devices. Unlike large cloud-centric LLMs, LFM 2 focuses on efficiency, low latency, and memory awareness while still maintaining competitive performance. This design makes it a compelling choice for applications on mobile […]

2 months ago

Preference Fine-Tuning LFM 2 Using DPO

Liquid Foundation Models (LFM 2) define a new class of small language models designed to deliver strong reasoning and instruction-following capabilities directly on edge devices. Unlike large cloud-centric LLMs, L…

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#ai #foundationmodel #llm

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Exploring TabPFN: A Foundation Model Built for Tabular Data Understanding the architecture, training pipeline and implementing TabPFN in practice

2 months ago

Exploring TabPFN: A Foundation Model Built for Tabular Data

Understanding the architecture, training pipeline and implementing TabPFN in practice

Telegram AI Digest
#ai #foundationmodel #news

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Exploring TabPFN: A Foundation Model Built for Tabular Data

2 months ago

Изучение TabPFN: фундаментальная модель, построенная для табличных данных

Понимание архитектуры, конвейера обучения и практическая реализация TabPFN

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#ai #foundationmodel #news

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2 months ago

Image from article in Radiology: Artificial Intelligence

An interpretable self-supervised, abnormality-aware strategy for multiview mammogram analysis developed using in a retrospective cohort of 1626 patients https://doi.org/10.1148/ryai.240646 #breast #DeepLearning #FoundationModel

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2 months ago

Image from article in Radiology: Artificial Intelligence

A new foundation model for digital mammography that extracts key information from images and reports in label-limited settings https://doi.org/10.1148/ryai.240646 #mammogram #FoundationModel #AI

2 1 0 0

2 months ago

Image from article in Radiology: Artificial Intelligence

An interpretable self-supervised, abnormality-aware strategy for multiview mammogram analysis developed using in a retrospective cohort of 1626 patients https://doi.org/10.1148/ryai.240646 #cancer #FoundationModel #AI

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@helmholtzimaging.bsky.social

2 months ago

Image from article in Radiology: Artificial Intelligence

An interpretable self-supervised, abnormality-aware strategy for multiview mammogram analysis developed using in a retrospective cohort of 1626 patients https://doi.org/10.1148/ryai.240646 #breast #MachineLearning #FoundationModel

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Helmholtz Imaging

2 months ago

Exciting opportunity: @sprind-de.bsky.social will fund 3 European Frontier #AI Labs that explore new #foundationmodel classes, modalities, and run real products at scale. SPRIND's calling on builders, researchers & unconventional minds (starting Jan 15). More info 👇 or www.sprind.org/en/words/mag...

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Melamorsicata.it

@melanews.bsky.social

3 months ago

Un modello di base, addestrato su 3M di giorni‑persona di dati Apple Watch, prevede condizioni mediche con accuratezza.

Si basa su JEPA, che apprende a inferire parti mancanti 📈⌚

#applewatch #medtech #foundationmodel

kiro.it/4rq7S

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Foundation Models Are Reshaping How Developers Code Together

4 months ago

Модели-основы меняют то, как разработчики пишут код вместе

Исследование изучает, как разработчики используют инструменты, работающие на основе фундаментальных моделей, такие как ChatGPT, во время сотрудничества в открытом исходном коде, и показывает…

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#ai #foundationmodel #news

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Foundation Models Are Reshaping How Developers Code Together The study explores how developers use foundation model–powered tools like ChatGPT during open-source collaboration, revealing that shared conversations can enhance collective innovation. Findings highlight gaps in current AI benchmarks, showing that nearly half of code generation prompts contain partial code and many involve multi-turn dialogues. These insights inform better benchmark design, improved prompt-engineering strategies, and the creation of FM tools tailored to diverse developer roles and real-world workflows.

4 months ago

Foundation Models Are Reshaping How Developers Code Together

The study explores how developers use foundation model–powered tools like ChatGPT during open-source collaboration, revealing that shared conversations can enhance collective innovation.…

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#chatgpt #foundationmodel #gpt

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Helmholtz Munich

@helmholtzmunich.bsky.social

4 months ago

TITAN: A Multimodal AI Model for Digital Pathology Slides

TITAN: A Multimodal AI Model for Digital Pathology Slides

Researchers at #HelmholtzMunich, in collaboration with Harvard Medical School & international partners, have developed #TITAN – a multimodal #AI model that analyzes and describes digital #pathology slides.

👉 t1p.de/sz1wt

#FoundationModel

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Forget Fine-Tuning: SAP’s RPT-1 Brings Ready-to-Use AI for Business Tasks SAP is launching its own "tabular" AI model, RPT-1, to compete with general large language models. The model is pre-trained with enterprise knowledge, making it ready for business tasks without extensive training. RPT-1, a Relational Foundation Model, predicts based on relational databases, offering out-of-the-box predictive analytics. It can build business models based on SAP's vast database, and will be available to deploy via SAP's AI Foundation in Q4 2025. Unlike LLMs which learn from text, RPT-1 learns from spreadsheets, providing structured and precise answers. Context engineering enhances the model's performance, by leveraging semantic awareness. The model is built on ConTextTab, a method using semantic signals to enhance training. SAP's model leverages structured business data for tasks with precise answers. SAP’s model differs, as it requires fewer extra details about a business for its predictions.

4 months ago

Forget Fine-Tuning: SAP’s RPT-1 Brings Ready-to-Use AI for Business Tasks

SAP is launching its own "tabular" AI model, RPT-1, to compete with general large language models. The model is pre-trained with enterprise knowledge, making it ready for busines…

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#ai #foundationmodel #llm

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Google named a Leader in the 2025 IDC MarketScape for Worldwide GenAI Life-Cycle Foundation Model Software

4 months ago

Google названа лидером в отчете IDC MarketScape за 2025 год по программному обеспечению для фундаментальных моделей жизненного цикла GenAI во всем мире

#ai #foundationmodel #genai

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Google named a Leader in the 2025 IDC MarketScape for Worldwide GenAI Life-Cycle Foundation Model Software Google Cloud emphasizes an integrated AI platform for enterprises, combining powerful models with robust operational controls. The company was recognized as a Leader for its Gemini model family in the 2025 IDC MarketScape for GenAI Life-Cycle Foundation Model Software. Gemini's multi-year commitment to building advanced, multimodal AI is a key differentiator. The focus is on optimizing AI workloads for production, prioritizing speed and cost-effectiveness. Gemini 2.5 models offer "thinking budgets" and "thought summaries" for cost control and transparency. Flexibility is enabled through Vertex AI Model Garden, providing access to first-party, open-source, and third-party models. Gemini's native multimodal capabilities, which includes the new Nano Banana, are a core strength. The company invested in coding performance and agentic developer tools, including the Gemini CLI. Vertex AI is presented as a managed platform for scaling AI projects, offering a secure, end-to-end environment. Customization, grounding for accuracy, and security/governance are key components. The IDC MarketScape report provides a comparative assessment of technology vendors in the GenAI landscape.

4 months ago

Google named a Leader in the 2025 IDC MarketScape for Worldwide GenAI Life-Cycle Foundation Model Software

Google Cloud emphasizes an integrated AI platform for enterprises, combining powerful models with robust operational controls. The company was recognized as…

#foundationmodel #geminiai #genai

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