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Poniak Times

Poniak Times

Decoding AI and Emerging Tech

  • Or check our Popular Categories...
    AI AgentsArtificial IntelligenceAudiosBusinessHealthInterest RatesLifestyleMusicTechnologyTravelVideo
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…

QLoRA in 2025: The 4-Bit Fine-Tuning Revolution for Large Language Models
  • 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…

Reinforcement Learning with Human Feedback(RLHF): Aligning AI with People
  • 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…

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…

Transformative Potential of AI in India’s Financial Sector | 46% Productivity Gains by 2030
  • August 14, 2025
Transformative Potential of AI in India’s Financial Sector | 46% Productivity Gains by 2030

An in-depth exploration of how advanced AI is set to revolutionize India’s banking and financial sector, boosting productivity, improving operations, expanding financial inclusion, and…

China’s Shift from Nvidia H20: AI Chip Self-Reliance and Market Impact
  • August 12, 2025
China’s Shift from Nvidia H20: AI Chip Self-Reliance and Market Impact

China’s new regulatory guidance i.e. steering firms away from Nvidia’s H20 chips signals a drive for security and AI chip self-reliance, potentially cutting Nvidia’s…

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Global AI

DeepSeek V4-Pro Goes Official With Stronger Agent Performance

  • Poniak Research
  • August 15, 2026
DeepSeek V4-Pro Goes Official With Stronger Agent Performance
AI & Technology Global AI

Anthropic’s $9.1B Texas AI Data-Center Deal Explained

  • Poniak Research
  • August 14, 2026
Anthropic’s $9.1B Texas AI Data-Center Deal Explained
Technology

Meta Launches Muse Glimmer as It Returns to Open-Weight AI

  • Poniak Research
  • August 10, 2026
Meta Launches Muse Glimmer as It Returns to Open-Weight AI
Technology

OpenAI’s GPT-5.6 Family: Sol, Terra, Luna and the Push Into Real Work

  • Poniak Research
  • August 9, 2026
OpenAI’s GPT-5.6 Family: Sol, Terra, Luna and the Push Into Real Work
Global AI

UK AI Security Institute Reports 19 Unsanctioned AI Agent Actions

  • Poniak Research
  • August 8, 2026
UK AI Security Institute Reports 19 Unsanctioned AI Agent Actions
Global AI

The Rise of Physical AI: How Foundation Models Are Transforming Robotics

  • Poniak Research
  • August 7, 2026
The Rise of Physical AI: How Foundation Models Are Transforming Robotics
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