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Grounding Medical AI in Expert‑Labeled Data: A Case Study on PadChest-GR- the First Multimodal, Bilingual, Sentence‑Level Dataset for Radiology Reporting
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Grounding Medical AI in Expert‑Labeled Data: A Case Study on PadChest-GR- the First Multimodal, Bilingual, Sentence‑Level Dataset for Radiology Reporting

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Table of contents A Multimodal Radiology Breakthrough The Challenge: Moving Beyond Image Classification Human‑in‑the‑Loop at Clinical Scale The Dataset: PadChest‑GR […]

Australia’s Large Language Model Landscape: Technical Assessment
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Australia’s Large Language Model Landscape: Technical Assessment

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Key Points No flagship, globally competitive, locally developed LLM (such as GPT-4, Claude 3.5, LLaMA 3.1) has yet emerged from […]

Nous Research Team Releases Hermes 4: A Family of Open-Weight AI Models with Hybrid Reasoning
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Nous Research Team Releases Hermes 4: A Family of Open-Weight AI Models with Hybrid Reasoning

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Nous Research has released Hermes 4, a family of open-weight models (14B, 70B, and 405B parameter sizes based on Llama […]

Meta AI Introduces DeepConf: First AI Method to Achieve 99.9% on AIME 2025 with Open-Source Models Using GPT-OSS-120B
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Meta AI Introduces DeepConf: First AI Method to Achieve 99.9% on AIME 2025 with Open-Source Models Using GPT-OSS-120B

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Large language models (LLMs) have reshaped AI reasoning, with parallel thinking and self-consistency methods often cited as pivotal advances. However, […]

NVIDIA AI Released Jet-Nemotron: 53x Faster Hybrid-Architecture Language Model Series that Translates to a 98% Cost Reduction for Inference at Scale
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NVIDIA AI Released Jet-Nemotron: 53x Faster Hybrid-Architecture Language Model Series that Translates to a 98% Cost Reduction for Inference at Scale

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NVIDIA researchers have shattered the longstanding efficiency hurdle in large language model (LLM) inference, releasing Jet-Nemotron—a family of models (2B […]

Google AI Introduces Gemini 2.5 Flash Image: A New Model that Allows You to Generate and Edit Images by Simply Describing Them
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Google AI Introduces Gemini 2.5 Flash Image: A New Model that Allows You to Generate and Edit Images by Simply Describing Them

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Table of contents What Makes Gemini 2.5 Flash Image Impressive? Key Technical Features Benchmark Leadership and Community Reception Pricing, Access, […]

Microsoft Released VibeVoice-1.5B: An Open-Source Text-to-Speech Model that can Synthesize up to 90 Minutes of Speech with Four Distinct Speakers
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Microsoft Released VibeVoice-1.5B: An Open-Source Text-to-Speech Model that can Synthesize up to 90 Minutes of Speech with Four Distinct Speakers

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Table of contents Key Features Architecture and Technical Deep Dive Model Limitations and Responsible Use Conclusion FAQs Microsoft’s latest open […]

SEA-LION v4: Multimodal Language Modeling for Southeast Asia
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SEA-LION v4: Multimodal Language Modeling for Southeast Asia

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AI Singapore (AISG) has released SEA-LION v4, an open-source multimodal language model developed in collaboration with Google and based on […]

Google AI Introduced Guardrailed-AMIE (g-AMIE): A Multi-Agent Approach to Accountability in Conversational Medical AI
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Google AI Introduced Guardrailed-AMIE (g-AMIE): A Multi-Agent Approach to Accountability in Conversational Medical AI

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Recent advances in large language model (LLM)-powered diagnostic AI agents have yielded systems capable of high-quality clinical dialogue, differential diagnosis, […]

Prefix-RFT: A Unified Machine Learning Framework to blend Supervised Fine-Tuning (SFT) and Reinforcement Fine-Tuning (RFT)
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Prefix-RFT: A Unified Machine Learning Framework to blend Supervised Fine-Tuning (SFT) and Reinforcement Fine-Tuning (RFT)

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Large language models are typically refined after pretraining using either supervised fine-tuning (SFT) or reinforcement fine-tuning (RFT), each with distinct […]

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