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Poniak Times

Poniak Times

Decoding AI and Emerging Tech

  • Or check our Popular Categories...
    AI AgentsArtificial IntelligenceAudiosBusinessHealthInterest RatesLifestyleMusicTechnologyTravelVideo
Why AI Agent Marketplaces Are Emerging as the Next Software Distribution Layer ?
  • April 27, 2026
Why AI Agent Marketplaces Are Emerging as the Next Software Distribution Layer ?

AI Agent Marketplaces are beginning to transform how autonomous software systems are discovered, monetized, and deployed across the enterprise economy. Software distribution has repeatedly…

Retrieval Broadening: The First True Intelligence Layer Beyond Query Expansion
  • April 27, 2026
Retrieval Broadening: The First True Intelligence Layer Beyond Query Expansion

Query expansion improved recall, but retrieval broadening is introducing a deeper intelligence layer into modern AI search systems by dynamically expanding relevance during retrieval…

RAG vs Long Context: The Future of AI Systems
  • April 18, 2026
RAG vs Long Context: The Future of AI Systems

Long-context models are reshaping AI system design. This article explores when RAG still matters, where it falls short, and what a hybrid future looks…

AI Search Reranking Explained: How Trust, Freshness, and Relevance Shape RAG Systems
  • April 2, 2026
AI Search Reranking Explained: How Trust, Freshness, and Relevance Shape RAG Systems

Multi-query retrieval improves coverage, but broader retrieval also increases noise. In production-grade AI search systems, reranking is the layer that decides which evidence is…

Why AI Search Engines Give Different Answers: Multi-Query Expansion Explained
  • April 2, 2026
Why AI Search Engines Give Different Answers: Multi-Query Expansion Explained

Modern AI search engines rely on complex retrieval pipelines before generating answers. One important technique used to improve search coverage is multi-query expansion, which…

AI Therapy: Effectiveness, Challenges & Future Outlook
  • November 19, 2025
AI Therapy: Effectiveness, Challenges & Future Outlook

AI is becoming a core part of modern mental health therapy. Here we examine its key applications, real-world results, ethical concerns, and the fast-growing…

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AI & Technology Insights

Agentic AI in Insurance Operations: Service to Execution

  • Poniak Research
  • September 17, 2026
Agentic AI in Insurance Operations: Service to Execution
AI & Technology AI India

India’s AI Advantage May Be Built in Deployment, Not Model Size

  • Poniak Research
  • September 12, 2026
India’s AI Advantage May Be Built in Deployment, Not Model Size
AI & Technology Global AI

GPT-6 Astra Changes the AI Race: From Intelligence to End-to-End Work

  • Poniak Research
  • September 11, 2026
GPT-6 Astra Changes the AI Race: From Intelligence to End-to-End Work
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
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