In this tutorial, we demonstrated how Microsoft’s AutoGen framework empowers developers to orchestrate complex, multi-agent workflows with minimal code. By…
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This AI Paper Introduces Group Think: A Token-Level Multi-Agent Reasoning Paradigm for Faster and Collaborative LLM Inference
A prominent area of exploration involves enabling large language models (LLMs) to function collaboratively. Multi-agent systems powered by LLMs are…
Lees meerEvaluating Enterprise-Grade AI Assistants: A Benchmark for Complex, Voice-Driven Workflows
As businesses increasingly integrate AI assistants, assessing how effectively these systems perform real-world tasks, particularly through voice-based interactions, is essential.…
Lees meerResearchers from the National University of Singapore Introduce ‘Thinkless,’ an Adaptive Framework that Reduces Unnecessary Reasoning by up to 90% Using DeGRPO
The effectiveness of language models relies on their ability to simulate human-like step-by-step deduction. However, these reasoning sequences are resource-intensive…
Lees meerResearchers Introduce MMLONGBENCH: A Comprehensive Benchmark for Long-Context Vision-Language Models
Recent advances in long-context (LC) modeling have unlocked new capabilities for LLMs and large vision-language models (LVLMs). Long-context vision–language models…
Lees meerMicrosoft AI Introduces Magentic-UI: An Open-Source Agent Prototype that Works with People to Complete Complex Tasks that Require Multi-Step Planning and Browser Use
Modern web usage spans many digital interactions, from filling out forms and managing accounts to executing data queries and navigating…
Lees meerBeyond Aha Moments: Structuring Reasoning in Large Language Models
Large Reasoning Models (LRMs) like OpenAI’s o1 and o3, DeepSeek-R1, Grok 3.5, and Gemini 2.5 Pro have shown strong capabilities…
Lees meerAnthropic Releases Claude Opus 4 and Claude Sonnet 4: A Technical Leap in Reasoning, Coding, and AI Agent Design
Anthropic has announced the release of its next-generation language models: Claude Opus 4 and Claude Sonnet 4. The update marks…
Lees meerTechnology Innovation Institute TII Releases Falcon-H1: Hybrid Transformer-SSM Language Models for Scalable, Multilingual, and Long-Context Understanding
Addressing Architectural Trade-offs in Language Models As language models scale, balancing expressivity, efficiency, and adaptability becomes increasingly challenging. Transformer architectures…
Lees meerThis AI Paper Introduces MathCoder-VL and FigCodifier: Advancing Multimodal Mathematical Reasoning with Vision-to-Code Alignment
Multimodal mathematical reasoning enables machines to solve problems involving textual information and visual components like diagrams and figures. This requires…
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