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Poniak Times

Poniak Times

Decoding AI and Emerging Tech

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

AI In Education: Powerful Insights On How Students Gain Speed But Lose Depth
  • October 21, 2025
AI In Education: Powerful Insights On How Students Gain Speed But Lose Depth

Students are mastering speed with AI—but are we losing depth? OUP’s new data sparks a global rethink on what learning means in the age…

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Technology

Meta Launches Muse Code: A New Contender in the Agentic Coding Race

  • Poniak Research
  • August 6, 2026
Meta Launches Muse Code: A New Contender in the Agentic Coding Race
Global AI Insights Poniak Labs

From Copilots to Controlled Autonomy: How Agentic AI Is Reshaping Insurance — Part 1

  • Poniak Research
  • July 9, 2026
From Copilots to Controlled Autonomy: How Agentic AI Is Reshaping Insurance — Part 1
AI & Technology Finance Global AI

Bank of England Reviews Agentic AI Rules for Finance

  • Poniak Research
  • July 6, 2026
Bank of England Reviews Agentic AI Rules for Finance
Global AI

GLM-5.2 and China’s Open-Weight AI Surge: Why Price-Performance Is Reshaping the Industry

  • Poniak Research
  • July 4, 2026
GLM-5.2 and China’s Open-Weight AI Surge: Why Price-Performance Is Reshaping the Industry
Global AI

Claude Fable 5 Returns After US Export Controls: Anthropic’s AI Safety Reset Explained

  • Poniak Research
  • July 2, 2026
Claude Fable 5 Returns After US Export Controls: Anthropic’s AI Safety Reset Explained
Global AI

South Korea’s $880 Billion AI Hardware Bet: Chips, HBM and Data Centers

  • Poniak Research
  • June 30, 2026
South Korea’s $880 Billion AI Hardware Bet: Chips, HBM and Data Centers
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