#long-context

AI

YU YUZU · The Context Engineer

The Day Search Became Memory

For Those Who Keep Their LLM’s Memory Off

Jul 16, 2026 · 7 min read · 0 claps #large-language-models #ai-memory #claude-ai

AI HUM

YO YouShin kim

UIUC — 긴 텍스트도 찰떡같이 알아듣는 LLM의 비밀 무기, RECONTEXT 패턴

최근 대형 언어 모델(LLM)들은 책 한 권 분량을 한 번에 집어넣을 수 있을 정도로 거대한 콘텍스트 창을 제공합니다. 하지만 입력 창이 커졌다고 해서 모델이 그 안의 정보를 모두 완벽하게 이해하고 추론할 수 있는 것은 아닙니다. 방대한 입력 데이터…

Jul 13, 2026 · 6 min read · 0 claps #artificial-intelligence #large-language-models #long-context

TCH AI

DE Decoding AI · Towards AI

Context Rot Is Why Your 2-Million-Token Window Keeps Forgetting the Middle

The token count on the box went up. The thing you actually wanted — reliable recall — quietly went the other way.

Jun 24, 2026 · 9 min read · 1 claps #context-engineering #context-rot #long-context

SCI SPT HUM AI

YO YouShin kim

[Carnegie Mellon University & University of Maryland] — 언어 모델에게도 ‘잠’이 필요할까?

1. 한눈에 보는 핵심 요약 (Executive Summary)

Jun 04, 2026 · 6 min read · 0 claps #llm #state-space-model #mamba

AI

MA Mahabub Karim

RAG vs Long-Context LLMs: What the Latest Research Really Says

A Practical Guide to Retrieval-Augmented Generation, Long-Context Models, and the Future of AI Knowledge Systems

May 31, 2026 · 8 min read · 1 claps #ai-engineering #rags #long-context

AI TCH

YO YouShin kim

[arXiv] — Coding Agents are Effective Long-Context Processors

1. 배경 및 개요

Apr 10, 2026 · 6 min read · 0 claps #coding-agents #long-context #llm-reasoning

AI

YO YouShin kim

Evermind & Shanda Group — MSA: Memory Sparse Attention for Efficient End-to-End Memory Model…

1. 배경 및 개요

Mar 30, 2026 · 7 min read · 0 claps #llm #memory-model #sparse-attention

HUM AI

YO YouShin kim

[Tsinghua University / Z.ai]

1. 배경 및 개요 (Background and Overview)

Mar 24, 2026 · 6 min read · 0 claps #indexcache #sparse-attention #long-context

AI SCI

95 9-5 Data Scientist

RAG vs. Long Context Windows in 2026: When Should You Use Which?

How to make the decision?

Mar 20, 2026 · 4 min read · 5 claps paywalled #rags #long-context #data-science

YO YouShin kim

[Google DeepMind / UC Berkeley] — Hybrid Memory를 통한 장기 컨텍스트 기하학적 재구성 모델 ‘LoGeR’

배경 및 개요

Mar 16, 2026 · 5 min read · 0 claps #loger #3d-reconstruction #long-context

ART AI TCH SPR

NA Naveen Pandey · Artificial Intelligence in Plain English

RAG vs Long Context: Is the Vector Database Dead?

LLMs are frozen in time — and solving the context problem is where AI architecture gets interesting. Two schools of thought have emerged…

Mar 15, 2026 · 6 min read · 56 claps paywalled #rags #long-context #vector-database

AI

YO YouShin kim

Google Research — Memory Caching: RNN의 고정된 메모리 한계를 넘어서는 새로운 패러다임

배경 및 개요

Mar 11, 2026 · 7 min read · 0 claps #google-research #llm #rnn

AI

YO YouShin kim

[ArXiv] — MEMORYARENA: 상호 의존적 멀티 세션 작업을 통한 에이전트 메모리 벤치마킹

배경 및 개요

Mar 04, 2026 · 6 min read · 0 claps #llm-agent #memoryarena #benchmark

AI

YO YouShin kim

[Z-Lab] InfMem: 초거대 컨텍스트 환경을 위한 System-2 기반 지능형 메모리 제어 프레임워크

배경 및 개요

Feb 10, 2026 · 5 min read · 0 claps #long-context #llm #inmemory-cache

AI HUM

YO YouShin kim

[arXiv] CoMeT: 초거대 언어 모델의 효율적인 롱 컨텍스트 모델링을 위한 협업 메모리 트랜스포머

Background and Overview

Feb 08, 2026 · 6 min read · 0 claps #largelanguage-model #transformers #long-context

YO YouShin kim

[arXiv] MEG-XL: 뇌신경 데이터의 롱컨텍스트 사전 학습을 통한 데이터 효율적 뇌-텍스트 디코딩

Background and Overview

Feb 06, 2026 · 6 min read · 0 claps #braintotext #new-foundation-model #long-context

ART SPR ECO MDA AI

TA Tao An

Compression or Crystallization? The Architectural Choice for Long-Conversation Memory

Anthropic bets on longer context windows. Google pushes to a million tokens. OpenAI keeps extending GPT’s memory horizon.

Jan 07, 2026 · 4 min read · 0 claps #long-context #llm-architecture #rag-system

AI TCH

YO YouShin kim

LongCodeBench: Evaluating Coding LLMs at 1M Context Windows (LongCodeBench: 1백만 컨텍스트 창에서 코딩 LLM 평가)

좋은 논문입니다. context 길이에 따른 검색 정확도

May 30, 2025 · 13 min read · 0 claps #codingllm #long-context #codecomprehension

ECO AI

SR Srujananjali

Jamba: Redefining Long-Context AI Performance

We know that Transformers are foundations for Large Language models but they are not efficient at processing long context lengths. They…

Jan 23, 2025 · 3 min read · 0 claps #jamba #transformers #long-context