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Poniak Times, Poniak, Copyright, The Poniak

Poniak Times

"Your Gateway to Innovation and Insight"

  • Or check our Popular Categories...
    AI AgentsArtificial IntelligenceBusinessInterest RatesTechnology
  • Subscribe
Technology
The Evolution of Cloud Computing: From Virtual Machines to Container Security with Machine Learning, Cloud Computing, VMs
  • August 24, 2025
The Evolution of Cloud Computing: From Virtual Machines to Container Security with Machine Learning

Cloud computing has come a long way—from early virtual machines to modern containers running at scale. But with speed comes risk too. In this…

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Technology
NVIDIA Speech AI Powers 25 European Languages, Granary speech dataset, Canary-1b-v2 model,Parakeet-tdt-0.6b-v3
  • August 19, 2025
NVIDIA Speech AI Powers 25 European Languages

Artificial intelligence has become a cornerstone of modern life, powering everything from virtual assistants to automated customer service. Yet, a critical limitation persists: AI…

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Research Hub Technology
Training Deep Reasoning Architectures for HRM–MoE AI Systems
  • August 16, 2025
Training Deep Reasoning Architectures for HRM–MoE AI Systems

This article introduces a structured curriculum to train Hierarchical Reasoning Models(HRM)–Mixture of Experts(MOE) hybrid systems — combining reasoning depth with scalable specialization. It’s a…

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Technology
QLoRA in 2025: The 4-Bit Fine-Tuning Revolution for Large Language Models, Cheaper Model Tuning Techniques
  • August 15, 2025
QLoRA in 2025: The 4-Bit Fine-Tuning Revolution for Large Language Models

QLoRA has transformed large language model fine-tuning by combining 4-bit quantization with low-rank adaptation, enabling billion-parameter models like LLaMA 3 70B to be customized…

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Blog Technology
Reinforcement Learning from Human Feedback (RLHF)
  • August 15, 2025
Reinforcement Learning with Human Feedback(RLHF): Aligning AI with People

RLHF aligns LLMs with human preferences using feedback and reinforcement learning, enhancing safety and helpfulness in AI like ChatGPT, despite challenges like bias and…

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Research Hub Technology
Hierarchical Reasoning Meets Mixture of Experts: Pathways to Scalable, Deep-Thinking AI
  • August 14, 2025
Hierarchical Reasoning Meets Mixture of Experts: Pathways to Scalable, Deep-Thinking AI

This article delves into the potential of combining Hierarchical Reasoning Models (HRMs) and Mixture of Experts (MoE) to create AI systems that excel in…

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