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Poniak Times

Poniak Times

Decoding AI and Emerging Tech

  • Or check our Popular Categories...
    AI AgentsArtificial IntelligenceAudiosBusinessHealthInterest RatesLifestyleMusicTechnologyTravelVideo
OpenAI’s Jalapeño Chip: Why the AI Chip Wars Just Got Real
  • June 26, 2026
OpenAI’s Jalapeño Chip: Why the AI Chip Wars Just Got Real

OpenAI’s Jalapeño chip marks a serious shift in the AI race. This article explains how custom silicon, inference economics, Nvidia Blackwell, Google TPU, AWS…

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…

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AI & Technology Insights Technology

Agentic AI Search: NVIDIA Research Measures the Cost of Better Retrieval

  • Poniak Research
  • October 13, 2026
Agentic AI Search: NVIDIA Research Measures the Cost of Better Retrieval
Technology

Microsoft Execution Containers: Safer AI Agent Execution

  • Poniak Research
  • October 12, 2026
Microsoft Execution Containers: Safer AI Agent Execution
Global AI

Why Musk Wants to Rename SpaceXAI to SpaceXSI-and What It Really Means

  • Poniak Research
  • October 10, 2026
Why Musk Wants to Rename SpaceXAI to SpaceXSI-and What It Really Means
Technology

World Models in AI: How They Work and 2026 Developments

  • Poniak Research
  • October 5, 2026
World Models in AI: How They Work and 2026 Developments
Global AI Insights

OpenAI DevDay 2026: Dots Agents, GPT-6.1 Sol & AI Tools

  • Poniak Research
  • October 3, 2026
OpenAI DevDay 2026: Dots Agents, GPT-6.1 Sol & AI Tools
Technology

Decision Models in 2026: A New Layer for Agentic AI

  • Poniak Research
  • October 2, 2026
Decision Models in 2026: A New Layer for Agentic AI
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