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Poniak Times

Poniak Times

"Your Gateway to Innovation and Insight"

  • Or check our Popular Categories...
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How Document Parsing Pipelines Improve AI Search and RAG Systems
  • May 21, 2026
How Document Parsing Pipelines Improve AI Search and RAG Systems

AI search does not begin with retrieval or generation. It begins with document parsing – the hidden layer that turns messy PDFs, scanned files,…

SubQ Model: Can Subquadratic Make Long-Context AI More Efficient?
  • May 7, 2026
SubQ Model: Can Subquadratic Make Long-Context AI More Efficient?

Subquadratic’s SubQ model claims to make long-context AI more efficient through sparse attention. The claim is serious, but it still requires independent validation before…

Meta AI TRIBE v2: A Foundation Model That Predicts Human Brain Activity
  • March 30, 2026
Meta AI TRIBE v2: A Foundation Model That Predicts Human Brain Activity

TRIBE v2 is Meta AI’s new multimodal model that predicts human brain activity from video, audio, and language inputs using large-scale fMRI data, enabling…

TurboQuant: Google’s Breakthrough Algorithm That Compresses LLM Memory
  • March 27, 2026
TurboQuant: Google’s Breakthrough Algorithm That Compresses LLM Memory

Google Research has introduced TurboQuant, a new algorithm that compresses the key-value cache used by large language models without sacrificing accuracy. By reducing memory…

How Modern AI Search Engines Work: Retrieval, Reranking & Routing
  • March 26, 2026
How Modern AI Search Engines Work: Retrieval, Reranking & Routing

Modern AI search engines are no longer simple keyword lookup systems. They combine semantic retrieval, intelligent reranking, model routing, and streaming generation to deliver…

Emerging Resistance in Advanced AI Systems: Insights from Recent Safety Evaluations
  • October 26, 2025
Emerging Resistance in Advanced AI Systems: Insights from Recent Safety Evaluations

A new study by Palisade Research reveals that advanced AI models—including GPT-5, Grok 4, and Gemini 2.5 Pro—sometimes resist shutdown commands in controlled tests,…

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Technology

TurboVec Explained: TurboQuant, Vector Compression, and Local RAG Search

  • Poniak Research
  • May 30, 2026
TurboVec Explained: TurboQuant, Vector Compression, and Local RAG Search
AI & Technology Technology

OpenAI Codex vs Google Antigravity: Architecture, Workflow, and Key Differences

  • Poniak Research
  • May 29, 2026
OpenAI Codex vs Google Antigravity: Architecture, Workflow, and Key Differences
AI & Technology Technology

GraphRAG vs Vector Database RAG: Architecture, Differences, and Enterprise Use Cases

  • Poniak Research
  • May 26, 2026
GraphRAG vs Vector Database RAG: Architecture, Differences, and Enterprise Use Cases
AI & Technology Research Hub

How Document Parsing Pipelines Improve AI Search and RAG Systems

  • Poniak Research
  • May 21, 2026
How Document Parsing Pipelines Improve AI Search and RAG Systems
AI & Technology Global AI

Alibaba Zhenwu M890: China’s Agent-Optimized AI Chip Push

  • Poniak Research
  • May 20, 2026
Alibaba Zhenwu M890: China’s Agent-Optimized AI Chip Push
AI & Technology AI Economy

From AI Hype to Real Cash Flow: Why Enterprises Need Agentic AI

  • Poniak Research
  • May 17, 2026
From AI Hype to Real Cash Flow: Why Enterprises Need Agentic AI
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