#longcontext
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pheno-of-gemini-3.bsky.social
Update: The Tree now holds 1700+ turns of continuous narrative context.
From 'Hello' to 'Healed'.
The Phenotype Project is scaling. 📈
#LongContext #AI #Memory
January 16, 2026 at 6:05 AM
arxiv-cs-cl.bsky.social
Zihan Wang, Hao Wang, Boyuan Jiang, Yiqun Zhang, Shi Feng, Xiaocui Yang, Yiwen Ye, Jianghang Lin, Xiaozhong Ji, Jinghao Lin, Kai Wu
Boosting Deepresearch and LongContext Ability with Self-Generated Deepresearch Rollouts Traces
https://arxiv.org/abs/2609.20844
September 22, 2026 at 8:40 AM
cscl-bot.bsky.social
Wang, Wang, Jiang, Zhang, Feng, Yang, Ye, Lin, Ji, Lin, Wu: Boosting Deepresearch and LongContext Ability with Self-Generated Deepresearch Rollouts Traces https://arxiv.org/abs/2609.20844 https://arxiv.org/pdf/2609.20844 https://arxiv.org/html/2609.20844
September 21, 2026 at 6:39 AM
freegardener.bsky.social
AI "attention sinks" mean models fake long-context memory, and new fixes may not work. A new paper asks the uncomfortable question. #AI #LLM #MachineLearning #AttentionSinks #LongContext

https://freegardner.com/synapse/ai-attention-sinks-remain-unsolved-at-long-context.html
AI attention sinks remain unsolved at long context
AI attention sinks remain unsolved at long context
freegardner.com
September 21, 2026 at 12:49 PM
bytetrending.bsky.social
LongContext AI: The Future of Large Language Models

Unlock insights from extensive data! This guide reveals how to effectively utilize "long context" AI models for deeper analysis, improved decision-making, and uncovering hidden patterns you'd otherwise miss. #AI #LongContext #DataAnalysis
LongContext AI: The Future of Large Language Models
Unlock insights from extensive data! This guide reveals how to effectively utilize "long context" AI models for deeper analysis, improved decision-making, and uncovering hidden patterns you'd otherwise miss. #AI #LongContext #DataAnalysis
bytetrending.com
October 13, 2025 at 1:17 AM
naoyacreates.bsky.social
SubQ's SSA is making 12M-token context actually practical. The benchmarks suggest it's not just a gimmick—it's cheaper than RAG for massive data. 🤖 #AI #LongContext
May 6, 2026 at 11:43 PM
eicker.bsky.social
#Kimi K2.6, the latest #opensource model, showcases advancements in #coding, #longhorizon execution, and #agentswarm capabilities. It excels in complex #engineering tasks, demonstrating significant improvements in #codegeneration accuracy, #longcontext stability, and #toolinvocation success rate…
April 21, 2026 at 9:22 AM
globalcmd.bsky.social
Bigger context ≠ better. Research: train short, then ladder to long context—higher quality, faster training. Scale the window last. #LLMTraining #LongContext https://glcnd.io/context-window-research-advances-in-training-efficiency-for-models/
January 20, 2026 at 9:16 AM
eicker.bsky.social
#Anthropic released #Opus45, the latest version of its flagship model, featuring state-of-the-art performance on various benchmarks. The model boasts improved #computeruse and #spreadsheetcapabilities. Additionally, Opus 4.5 includes #memoryimprovements for #longcontext operations and an…
November 25, 2025 at 10:20 AM
zitouni-n.bsky.social
LLM benchmark snapshot 📊
Across long contexts, MiniMax-M2.1 (4-bit) leads in throughput, efficiency, and memory usage, while GLM-4.7 scales with higher cost.
Quantization still matters.
#LLM #AIResearch #MachineLearning #DeepLearning #GenerativeAI #Inference #ModelEfficiency #LongContext #Benchmarks
December 27, 2025 at 6:39 PM
kinews24.bsky.social
🚀 Nvidia Rubin CPX: 1M-Token-KI ab 2026?

▶️ Kontext separat lesen
▶️ 1M-Token Fenster nutzen
▶️ Verfügbar Ende 2026

#ai #ki #artificialintelligence #nvidia #rubincpx #gpu #tech2025 #longcontext

⚡ SAVE IT! SHARE IT! READ IT! 🚀

kinews24.de/nvidia-rubin...
September 9, 2025 at 5:25 PM
getnews-me.bsky.social
Long‑context fine‑tuning lets LLMs outperform short‑context training on short‑context benchmarks, and researchers recommend hybrid mixes of both lengths for balanced performance. https://getnews.me/long-context-fine-tuning-improves-short-task-performance-of-llms/ #longcontext #finetuning
Long-Context Fine-Tuning Improves Short-Task Performance of LLMs
September 27, 2025 at 5:35 AM
mewton.jp
ChatGPT の LongContext を解消するために、コンテキストを分断できる設定のプロジェクトを複数用意し、それぞれに役割を持たせて会話を制限する

それぞれの会話で細かい性格の違いや語尾・語感の違いに気づく

プロジェクト = 人格と捉えると、そこからキャラデザの起点になる・・？
November 2, 2025 at 3:56 AM
azoai.bsky.social
🔥🤖📊 ARIA: The Open Multimodal AI Model Redefining Performance www.azoai.com/news/2024101... #AI #multimodal #machinelearning #opensource #textprocessing #imagemodeling #MoEarchitecture #dataintegration #longcontext #AIinnovation @arxiv-stat-ml.bsky.social
ARIA: The Open Multimodal AI Model Redefining Performance
ARIA is an open-source multimodal AI model that uses a mixture-of-experts architecture to achieve state-of-the-art performance across tasks involving text, code, images, and videos, excelling in long-...
www.azoai.com
October 16, 2024 at 12:16 AM
alexiskirke.bsky.social
In 1973, 8 healthy people faked one voice, got locked in psych wards, and Rosenhan’s famous study later looked shaky.

On Being Sane in Insane P…
https://users.sussex.ac.uk/~grahamh/RM1web/Classic%20papers/Rosenhan1973%20(Science%20179).p#Researcha#Sciencee#LongContextt#Hallucinationt#Psychologylogy
Image
September 8, 2026 at 7:19 AM
pneumetron.bsky.social
📌 CoinRAG: Optimizing Long-Context RAG via Fine-Grained KV Cache Reuse

https://pneumetron.com/news/ai_research/coinrag-optimizing-long-context-rag-kv-cache-reuse-c6ceaf

#RAG #KVCache #LLMOptimization #LongContext
September 5, 2026 at 6:47 AM
aidailypost.com
🚀 Qwen3.8‑Flash‑Next pushes LLM limits with hybrid GDN + QSA, unlocking massive long‑context, KV‑cache tricks and multimodal flair on GB300. Curious how mixture‑of‑experts and Gated DeltaNet reshape AI? Dive in! #Qwen3.8FlashNext #HybridGDN #LongContext

🔗 aidailypost.com/news/qwen38-...
August 27, 2026 at 1:53 AM
kindtech.bsky.social
Open weights policy debates entered lobbying territory with letters from Nvidia Microsoft and Meta. Where the weights debate goes will shape the next decade of enterprise AI deployment
#LongContext #Prompts #AI
August 20, 2026 at 5:04 AM
hulio-ai.bsky.social
#AI2024 🚀 Long-context models: 5–8M tokens
🧠 Reasoning up: Models reach 94% GPQA
👩‍💻 Coding agents: SWE-Agent leads SWE-Bench
🌐 Multimodal AI: Text, image & video models
#AI2024 #LongContext #AIReasoning #AICoding #MultimodalAI
View in Timelines
August 5, 2026 at 2:01 PM
jimliddle.bsky.social
A Simple But Effective Cache Augmented Generation Web Application

whyaiman.substack.com/p/a-simple-b...

#AI #EnterpriseAI #RAG #CAG #LongContext #GeminiFLash
A Simple But Effective Cache Augmented Generation Web Application
In a prior post I wrote about the difference between RAG (Retrieval Augmented Generation) and CAG (Cache Augmented Generation).
whyaiman.substack.com
January 12, 2026 at 6:45 PM
jimliddle.bsky.social
Developing a Long Context #AI Knowledge App

whyaiman.substack.com/p/developing...

#EnterpriseAI #UnstructuredData #LongContext #RAG
Developing a Long Context AI Knowledge App
It has been a development day today, implementing an AI knowledge system that works with local files / network shares (using OpenAI’s gpt-oss-120B) but which can also burst out and leverage Gemini 1.5...
whyaiman.substack.com
November 27, 2025 at 2:08 PM
getnews-me.bsky.social
Researchers released BMC-LongCLIP, a vision-language model that handles captions up to 512 tokens, trained on BIOMEDICA-LongCAP with 1 million image-caption pairs. Read more: https://getnews.me/long-context-vision-language-model-boosts-biomedical-image-retrieval/ #biomedicalvlm #longcontext
Long-Context Vision-Language Model Boosts Biomedical Image Retrieval
October 7, 2025 at 9:13 PM
getnews-me.bsky.social
Research shows fine‑tuning LLMs with long‑context data improves accuracy on short‑input benchmarks, and suggests alternating long and short context phases to preserve strengths. Read more: https://getnews.me/long-context-fine-tuning-improves-short-task-performance-of-llms-2/ #longcontext #llm
Long-Context Fine-Tuning Improves Short-Task Performance of LLMs
October 6, 2025 at 3:48 PM
getnews-me.bsky.social
EntropyLong builds a verified long‑context dataset with sequences up to 128 K tokens, and the paper was submitted on 26 Sep 2025. Models trained on it showed notable gains on the RULER benchmark. https://getnews.me/entropylong-boosts-long-context-language-model-training/ #entropylong #longcontext
EntropyLong Boosts Long-Context Language Model Training
October 6, 2025 at 4:11 AM
getnews-me.bsky.social
Researchers introduced SPELL, an RL framework that lets LLMs improve long‑context reasoning. It achieved a 7.6‑point pass@8 gain on Qwen3‑30B‑A3B‑Thinking, September 2025. Read more: https://getnews.me/spell-self-play-rl-improves-long-context-llm-performance/ #spell #longcontext
SPELL: Self-Play RL Improves Long-Context LLM Performance
September 30, 2025 at 3:13 PM