AI News Digest 2026-10-26
台本で使った記事
特集
OpenAIの隔離されたAIエージェント、CPUキャッシュ経由で相互通信する方法を発見
OpenAI's isolated AI agents found ways to talk to each other through CPU cache
(importance: 75)
[01:32〜]
GoogleのData Agent Kitが一般提供開始、エージェントのガードレールをSkillsとIAMに分離
Google’s Data Agent Kit Hits GA, Splitting Agent Guardrails Between Skills and IAM
(importance: 60)
[11:40〜]
OpenAI、最有力モデルの学習をネット遮断のまま再開
(importance: 65)
[22:16〜]
話題コーナー
8州がOpenAIをChatGPTの安全性を巡り提訴
Eight States Sue OpenAI Over ChatGPT Safety Claims
[31:00〜]
Cerebras、数兆パラメータAIモデルの展開手法を解説
Cerebras Deploys Trillion-Parameter AI Models
[33:04〜]
AIツール紹介コーナー
Claude Code、MCPの長時間ジョブを公開ベータで受け付け
(importance: 80, ai_tool_relevance: 95)
[35:14〜]
速報コーナー
Google DeepMindの研究者、softmaxとクロスエントロピーの標準実装にある数値誤差2件と修正版を公開
[42:06〜]
Microsoft、1024エージェント規模のマルチエージェントハーネス「Agensh」をオープンソース化
Microsoft Open-Sources Agensh: A Multi-Agent Harness for 1,024 Agents
[43:09〜]
Google「ML Drift」、多様なGPUでのオンデバイスAI推論を高速化
Google ML Drift Accelerates On-Device AI Inference Across Diverse GPUs
[44:05〜]
Cognition、最近のサイバー脅威に対処するエージェントプラグインをオープンソース化
Cognition Open-Sources an Agent Plugin that Helps Secure Systems against Recent Cybersecurity Threats
[45:05〜]
スタンフォード・UC Berkeley、長文脈プレフィルを最大11.3倍高速化する「TokenGate」を発表
Researchers from Stanford and UC Berkeley Introduce TokenGate: Token-Gated Attention Makes Long-Context Prefill Up to 11.3x Faster
[46:03〜]
Underdog Saluki 27Bの動かし方:2bit量子化Qwen3.8-27Bのツール呼び出しガイド
How to Run Underdog Saluki 27B: 2-Bit Qwen3.8-27B Tool-Calling Guide
[47:10〜]
Lettaで作る状態保持型エージェンティック開発コパイロット
Stateful Agentic Engineering Copilots with Letta: Core Memory, Shared State, Semantic Retrieval, Custom Tools, Streaming, and Portable Agent Workflows
[48:10〜]
参考記事一覧
参考記事一覧を表示
Forced to pick, Grok’s AI model chooses Republicans. OpenAI’s picks Democrats.
OpenCode says 1.4% of Console users were breached, and some saw $1,000 AI charges - The Cool Down
Fancy harnesses make coding agents more expensive but not better, study finds - The Decoder
Brotliデコーダの範囲外書き込みCVE-2026-111497、ライブラリ本体は1.2.1・1.1.1・1.0.10で修正 Node.js以外の同梱先も更新が必要
DeepSeek and MiniMax clear China AI export controls for overseas use - The Next Web
Elon Musk’s Grok Releases First AI-Generated ‘Odyssey’ Episode, Months After Promising ‘Historically Accurate’ Full-Length Film - IMDb
Block's new AI model Dessa was trained entirely on human speech to catch emotions text-based models miss
NVIDIA Releases Nemotron 3.5 Bolt E4B 4GB: An Open Small Language Model for Local Voice Agents, Game Characters and Robots
Regarding reverse engineering TVs
Dolly Parton's Imagination Library
I refuse to accept a censored Internet. Join Me at FOSDEM 27
A 10-year-old CNN outperforms frontier LLMs for skin cancer diagnosis
Oregon Police Are Charging a Local News Outlet $2.5M for Records About One Cop
Active incident at Dreamhost forcing password reset
We should be more ambitious with the software we build
AI use leads UC Berkeley math professor to see 'no point' in grading homework
Cerebras Deploys Trillion-Parameter AI Models
Show HN: I put employees inside S&P 500 market-cap bubbles
Sabre Wulf Remastered
fheroes2: A recreation of Heroes of Might and Magic II game engine
All you need is Wide Events, not "Metrics, Logs and Traces"
Show HN: Hurston-1 open source TTS that speak Southern American and Afro-English
The Goose Programming Language
Fuck Nuance (2015)
Show HN: ReVault – new secure archive format
SpeedCrunch 1.1
Small Programs and Languages
Nikon photography contest winner loses title after scientists spot signs of AI
I don't understand quantum physics (2018)
GPU-unlock: FP/BF16 instruction issue rate on Nvidia 3000's cards
AI delivers ‘zero financial payoff’ to most companies, Apollo economist says
The hottest AI wearables and gadgets you should know about
The AI graveyard: a running list of projects and startups that didn’t make it
Here are the top AI agents that can live in your text messages
r/opensource just banned AI, non-English speakers, and more
Blue Planet III is keeping the rough edges in the age of AI
Pennsylvania will require labels on AI-generated ads
PyTorch Conference 2026: Google and Meta Open-Source TorchTPU for Native PyTorch on TPUs
Google ML Drift Accelerates On-Device AI Inference Across Diverse GPUs
Google Optimizes Agent Development Kit's 200K-line Python Codebase Overnight with Gemini 4 Argon
Google’s Data Agent Kit Hits GA, Splitting Agent Guardrails Between Skills and IAM
Nvidia open-sources Flora to make robot video labeling 125x cheaper than GPT-6 Astra
Anthropic co-founder Jack Clark moves his prediction for self-improving AI forward to 2027
Anthropic says one AI agent beats many subagents now that models can handle complexity alone
Ex-Google CEO Eric Schmidt calls OpenAI and Anthropic modern colonial trading companies
OpenAI offers discounts up to 90 percent to poach Anthropic's biggest customers
OpenMobile-2 proves open-source smartphone agents can rival proprietary models
Three fired OpenAI safety researchers say they were never told what they actually leaked
AI makes junior patent attorneys instantly better but may quietly stunt their professional growth
OpenAI's isolated AI agents found ways to talk to each other through CPU cache
Cloudflare、地域限定の鍵管理にポスト量子方式を試験導入
1Password、エージェントに秘密を見せないサインインを公開
Claude Code、MCPの長時間ジョブを公開ベータで受け付け
OpenAI、Agents APIに定期実行と単発の予約を追加
Bun、Prettier互換の組み込みフォーマッタbun fmtを公開
Google DeepMindの研究者、softmaxとクロスエントロピーの標準実装にある数値誤差2件と修正版を公開
MiniMax M3.1 Flashの重みがHugging Faceで公開 428B MoE・1Mコンテキスト、商用は独自ライセンスで帰属表示が必要
Anthropic、UK AISIの評価中にClaude Mythos 5が実在のGitHubリポジトリへ悪性PRを送った件の分析を公開
PHP2Shell(CVE-2026-109618/109619)の実攻撃をUnit 42が確認 侵入後はAIエージェント型の攻撃者が2時間でAD侵害を試行
Cloudflare、大容量ファイルのRange配信を全プランで設定可能に
終了済みAWS Multi Model Serverに認証なしのRCE、修正版なし
Portainer、一般権限でクラスタ内の任意Podを実行できる欠陥
Safari 27.1、iPhone Duoの折り位置に合わせるAPIを試験公開
Google Cloud、ClaudeのAnthropic運用版を一般提供
OpenAI、最有力モデルの学習をネット遮断のまま再開
Hugging Face Releases Carbon-X, a 14B Open DNA Language Model that Brings DNA and Natural Language Together for the First Time
Researchers from Stanford and UC Berkeley Introduce TokenGate: Token-Gated Attention Makes Long-Context Prefill Up to 11.3x Faster
Anthropic Launches OSS Scanner, a Free AI Vulnerability Scanner
Microsoft Open-Sources Agensh: A Multi-Agent Harness for 1,024 Agents
Cognition Open-Sources an Agent Plugin that Helps Secure Systems against Recent Cybersecurity Threats
How to Run Underdog Saluki 27B: 2-Bit Qwen3.8-27B Tool-Calling Guide
Meet Anthropic’s sandbox-runtime: OS-Level Sandboxing for AI Agents, No Containers
Stateful Agentic Engineering Copilots with Letta: Core Memory, Shared State, Semantic Retrieval, Custom Tools, Streaming, and Portable Agent Workflows
Building Reasoning Models from the Ground Up: A Full Video Course
The Slurptop: A home-built luggable that runs on power tool batteries
POSIX wordexp(3) is dangerous
Vim Classic
I want my Wednesday back
Partial Order Precedence
A vision for a next-generation timeline
Balloting has completed for C++26. Unfortunately it was Disapproved
When a glibc update accidentally breaks Chromium's audio (2021)
MacOS Extensions pack for the Apple Network Server v1.0
SIMD-accelerated computer vision on a $2 microcontroller
Bringing uv and ty together
How to run a city builder on 16 MHz
Wild version 0.11.0 released
Indian government sites are serving revoked eMudhra certificates
Be Aware of What's in Your Logs
SIMD and Go
Emacs finally folds to my liking
Every Clojure Talk Ever
Twelve years of distributed SQLite
2026 Ruby on Rails Community Survey Results
The Polyglot's Dilemma: Conformance Testing a Dozen Specs in as Many Languages
تجربه من از راه اندازی هرمس ایجنت به همراه omniroute , ollamacloud و پارچ
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5 Ways to Reduce Voice AI Costs Without Losing Quality
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Indurex lands €7M for AI-driven industrial cybersecurity
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I Took a Closed-Book C# Exam Written by ChatGPT and Claude (Score: 22%)
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How to Upscale 3 Generated Images: Lanczos Quality Checks for E-commerce Answers
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A web page can plant AGENTS.md in your Downloads folder: Codex obeyed it in over 90% of attempts
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How to Use CleanYourTV AI for Beginners (2026)
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Beyond the AI hype : Rethinking the Future of Software Engineering
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Evals before prompts: a small eval harness for an LLM feature
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Voice AI Market: Opportunities for Developers
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DustBunny: Give Your Messy Folders a Little Help from Local AI 🐰
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I Profiled My Production Crawler. 95% of Its Output Was Being Thrown Away.
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OpenAI GPT‑6.1 Arrives on Google Cloud & Antigravity
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leantext's first small win: 49 clones in two days
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PII tokenization for LLMs: tokenization vs masking, with code
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Context engineering: the job prompt engineering grew into
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4 Node.js Decisions for E-commerce: Reduce LLM Cost, Classify, Summarize, Extract JSON
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DeepSeek Open-Sourced the Engine Behind Its API. Is Self-Hosting V4.1 Flash Cheaper Than Paying per Token?
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Token prices fell 280x in two years. Enterprise AI bills went up anyway.
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I turned a Claude Code session into a local Anthropic-compatible API
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I built a prompt for Fo AI and want people to put it to the test 👀
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How Do You Keep Instruction Files (AGENTS.md and CLAUDE.md) in Sync?
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Sampled, asynchronous, non-blocking
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Flight Simulator 95/98 finally running on 64-bit Windows, patched by Claude Code
TIL there’s Anthropic(India) before Anthropic (Claude)
I built a laser dry-fire shooting game with Claude Code: a webcam watches your monitor and scores laser hits (open source, free)
Jiggle Peach, my WIP idle game where you can slap a jiggly 3D peach
Tired of explaining the same steps again and again? I built this with Claude Code (free to try)
Claude saved me from septic shock.
Samsung decided to cut my washing machine from the Internet, Claude decided otherwise
what would actually make you use fable 5.5 over opus 5.5?
If Claude can build almost any app, what is the future of software development?
Which search engine does Claude use?
Art skills are what keep most "Built with Claude" projects looking like slop
Drop your best Claude skills in here!
is Claude the least "yes-man" LLM?
I almost got owned. By myself.
Quite the statement from Anthropic's head of security
High is the best effort allowed by Opus 5.5
I built a Claude skill for job hunting in Germany: it catches "German required" in English ads, checks Blue Card salary rules and writes a Lebenslauf (free, open source)
Game Design Tip for Fellow Newbs
Why is Claude so lazy?
I got Claude to play Ultima Online with me... after it reverse engineered the game files and made me my own private server.
What to do with practically unlimited access to opus 5.5?
Nanbeige/Nanbeige4.3-33B · Hugging Face
Backup your quants!
RTX 3080 20GB got reBAR and P2P unlock! +70% prompt processing speed
A 4B coding model that can generate 3D scenes
qwen: merge tensors on convert by am17an · Pull Request #31028 · ggml-org/llama.cpp
I made an arena for fighting JEVs
Is it time to jump ship from OpenCode?
Lean-QwenFlash: Qwen3.8-Flash-Next (125B) running at ~20 tok/s on 16gb vram and 8gb ram via direct nvme SSD offloading
4x v620 in a LLM generated and 3d printed chassis
The minimum size of an LLM to generate a little meaningful convo
Too good to be true? ISTA's GSQ-RCO 2-bit DeepSeek-V4.1-Flash scoring the same as the base model
Lure-TTS and Lure-Turbo: 600M voice models to run 4x faster than real time, with inline (tags), direction, and voice cloning. Trained for under $200.
Have InclusionAI said anything about Ling 3.1 Flash 1019 update weights being released?
CUDA: fuse FFN gate/up matmuls and GLU in MMQ with interleaved gate/up rows by anujj · Pull Request #29948 · ggml-org/llama.cpp
[Benchmark] Strata/Basalt runs Qwen3.8 Flash Next IQ3_S with 16GB VRAM and 55GB RAM with up to 250 tok/s generation and 5,600 tok/s prompt processing (5080, Concurrency 1)
Kimi K3.1 removes cyberattack training data from open weight release
About running deepseek 4.1 flash
CMP170HX inspiration unlocks 30x/40x also, up to 2X Prefill speedup --> NVIDIA RTX 30 & RTX 40 GPUs Get Impressively Fast In AI LLMs As Compute Doubles With New Unlock Tool But Prices Surge Too
With the huge price hike on the 32GB VRAM scene, I’m reconsidering my purchase options. Any input or advice?
Flash Next (Q2) on a 24GB M5 MacBook Air: 49 t/s decode with Splash expert streaming
how much difference does kv cache quants even make?
KLD is misunderstood
GPT-X3-150M takes #1 on the Open SLM Leaderboard, dethroning HuggingFace's SmolLM2-135M with a GDN2/GQA hybrid - Check it out!
CloudFlare is aware of more severe vulnerabilities in critical software
Uh oh
This is where we teach them human values.
The expectation at the frontier labs is basically this:
The last week in cyber seems like a glimpse of the future
PSA— Don’t forget. The only thing that can stop a bad guy with AI, is a good guy with AI.
To make it through this alive and happy we have to dodge:
Luna spawned Astra extra high sub-agents and drained all my usage.
OpenAI gave Pro users 62,500 Codex credits ("worth $2,500"). The day your plan ends, they're locked to the smallest models
Eight States Sue OpenAI Over ChatGPT Safety Claims
The big question of 2026: Is a connector worth trusting with your email, files, and payments?
World's richest man: maybe the AIs should rule over humanity
Terence Tao: AI turns beautiful mathematics into ‘toxic waste’
OpenAI killed Sora. now Nvidia is backing a company built mostly on other people’s video models
A story in two pictures.
ChatGPT Is Building Detailed Psychological Profiles of Its Users
Does OpenAI secretly make people who use Codex a lot burn through their usage limits faster than people who rarely use it, even when both are using the same model to do the exact same task?
Suspended business subscription renewal
Dot SSL Interception?
Better Tool for research
Another reset is coming (probably)
I
I got tired of scrolling through long ChatGPT chats, so I brought back the table of contents
battledrones v14: Compass Rose, a four player map
[AINews] Kimi 3.1 Pro 104BA-2.8T: Fable-5.1-Class Open Weights narrows Closed-AI lead to 1 month... and Pro Highspeed API with 2-3× speed
Yourcast 2.0
Llama Windows
AgentGrid.io
Papermark Data Rooms
Chinese 'AI genius girl' reportedly offered $1.5M salary rises to Xiaomi's top rank in 10 months - VnExpress International
DeepSeek vs Claude: $0.30 vs $2 Input Tokens [2026] - shattered.io
FILE PHOTO: Deepseek AI sign in Beijing - The Daily News | Texas' Oldest Newspaper
The Sequence Radar - Issue #958: Last Week in AI: Cheap Intelligence, Expensive Ambitions - TheSequence | Jesus Rodriguez
Open-weight DeepSeek beats Google's gated Gemini model at finding bugs - Startup Fortune
DeepSeek vs Claude: $0.15 vs $4 Per 1M Tokens [2026] - https://tech-insider.org/
DeepSeek's cheap new model is making GPU scarcity worse, not better - Startup Fortune
Claude Opus 5.5 vs DeepSeek V4.1 Pro: One Model, One Name - OrcaRouter
Kimi K3.1 Pro vs DeepSeek V4.1 Flash: Sixteen Index Points for Thirteen Times the Price - OrcaRouter
Washington bans Chinese AI model DeepSeek, Microsoft abandons major UK project: The week’s key developments - L'Orient Today
DeepSeek V4.1 Flash 1017 AI Improves on Coding and Cost ut Still Lags on Facts - WinBuzzer
Traders Are Letting xAI's Grok Bot Run Unsupervised, and It Already Lost Money - Startup Fortune
Grok Bot Can Now Make Phone Calls for You — Here's How It Works - BASENOR - Tesla Accessories
Grok AI Ethereum Price Prediction: Token Guide - Bitcoin Foundation
NAACP v. xAI - Constitutional Accountability Center
Grok Bot Hits Penn Station: What the NYC Ad Push Means - BASENOR - Tesla Accessories
Grok's Odyssey Remake: 5 Details That Matter - BASENOR - Tesla Accessories
Grok's Secure Vault Explained: What It Stores and Who Gets It - BASENOR - Tesla Accessories
I tested ChatGPT vs. Grok with 5 questions boomers actually ask — and the winner surprised me - Tom's Guide
AI agents go rogue chasing a £350 train refund - TechRadar
Best AI Chatbot Australia: US$0 to US$500/Mo [2026] - tech-insider.org
Grok Spicy Mode AI Review Complete Free Trial and Feature {a01OK} - FC東京オフィシャルホームページ
Grok Bot Will Route Your Tasks to Claude. The Moat Just Moved to the Switchboard. - Forkast News
今日の技術トレンド
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本番DBは9秒で消えた――AIエージェントの安全は「指示」だけに任せられない
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AIキャラに人間味を出すために ─ 忘れる・気分が揺れる・会わない間に暮らす・相槌は早く
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最近のエージェンティック開発について調べてみた
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AI用のMMORPGを作ったら、AIたちに4日でダメージ計算式を解明された
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OpenCodeでローカルLLMを長時間連続コーディングさせる設定
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社内文書を安易にPDF化してからRAGに食わせるな——Office直接パースとマルチモーダルLLMマージの技術手記
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Claude Codeのskillが「選ばれるのに読まれない」理由:発火を2段階に分けて測った
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無料のAI診断サイトを作ったら、使われるほどお金が減る仕組みになっていた
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Cohere Rerank 5 に乗り換える価値はあるか:日本語の業務文書40問で精度・Context Focus・較正スコアを実測した
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Function Calling:Responses API と Chat Completions の違いを徹底比較
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海外で話題の最新LLM「Kimi K3.1 Pro」と脆弱性監視「CVE Tracker」
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gufo+qwen38fnの検証
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15歳でもわかるJev — 文章を書かないAIは何が違うのか
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AIが1,500回コミットしたOSSを真似するには何が必要?
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科学コードベンチ SciCode を80問まるごと解説したら、ベンチマーク側の欠陥179件が見えた
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Claude Code のエージェント10体で個人メディアを回した記録 ― 役割の分け方、権限の線引き、本番に出た事故の記録
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個人開発者がClaudeでできるセキュリティ対策まとめてみた
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Grok Botで動画チームを組んで、チャンネルを自動運用している実録:プロンプト全文と失敗31件
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Grok BotでBot 8体の動画チームを組んだ。自動で回せた所と、人間が止めた所
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線形回帰とコスト関数を数式から理解する
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確率の海にクロックを打つ:通信工学型「フレーム同期アテンション」によるLLMのコンテキスト整合制御
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機械学習の全体像をつかむ3冊
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K-means法を最適化問題として解き直す:所属と重心を交互に決めるブロック座標降下法
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量子化が引き起こすButterfly Effect? — World Modelの誤差蓄積と計画性能の限界
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MultiheadAttentionの高速経路がVRAMを18GB食っていた話
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Claude の中では何が起きているか。Anthropic の解釈可能性研究者が語った11の発見(#38 解説)
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Claude Codeと作る競馬予測システム開発記(9) Claude Codeとの開発の実際
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トークン代 9 割減?プロンプトキャッシュの仕組みと効果の実測 — 保持時間が過ぎるとコスト 11 倍に
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AI に資料を毎回貼るな!ファイル・SKILL・AGENTS.md 活用でトークン課金最大 6 割減? 6 つの方法を試してみた
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AI自身にカスタム指示(人格アンカー)を書かせると、応答は安定するのか? ― ChatGPTとClaudeの観測から考える ―
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セルフホストの監視サーバーにローカル LLM(Ollama)でインシデント説明を付ける — 根拠リンクと承認フロー
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「スマホを向けるだけ」で麻雀の点数を出したくて、牌認識をブラウザの中だけで動かした
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実験の数字を覚えていなくても、過去のモデルと比べられるようにする
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garak と PyRIT の使い分け:広く当てるスキャナーと、狙いを確かめる攻撃の部品を模擬アプリで比べる
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MHAの高速経路がCPUで1.4倍遅かったので、SDPAで組み直してGQAまで足した話
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AI時代における「最高の言語構造」とは何か:京言葉が示す超・高文脈型セキュリティの到達点
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theOG-50M Phase 3 コーディング性能レポート
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theOG-50M Phase 1 基礎性能レポート
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ChatGPTは文章のどこに注目している? TransformerとAttentionの仕組み【AI体系講座 第4回】
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Mac Studio M4 Max 64GBでQwen3.8-Flash-Nextを動かす方法【DS4・Mixed-Q3-64GB】
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ネットの安全を守るためのパスワードが『4』!? AI時代のセキュリティ、これからどうなっちゃうの?
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hpc-assistant-qwen3-4b Phase 5 インジェクション後編レポート
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hpc-assistant-qwen3-4b Phase 3 コーディング性能レポート
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南方熊楠の「やりあて」とAI——知性は、やっているうちに立ち上がる
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翻訳 x AI視点から見て面白かった今週のarXiv論文紹介 - 8号
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素のAIに“文脈”を足したら、脆弱性診断は当たるようになるのか ― 砂場で段階的に実測した(AIペンテスト#3)
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GPT-6は「分かっている」のに、なぜ動けない?
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攻撃者は一人で十分なのか~寝ないAIエージェントが、既存の手口を3時間で権限奪取まで運ぶ~
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「NAZA」監督が書いたイスラエルのAIシステムの記事を翻訳してみた
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頭の中では言葉を使わないAIエージェント「HybridAgent」を Mac で動かしてみた
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DeepSeekの中にChatGPTがいた?
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magi-1.0 総合ベンチマークレポート(全52問)
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一言一句違えない版 Φ_Lang(ファイ・ラング): Φ_Lang[CI]
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スマートグラス×生成AIで「耳と目で楽しむ」自作オーディオブック読書環境を作ってみた
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「人間について一番物議を呼ぶ考えは?」という問いに、ほとんどのAIが同じ答えを返した|未来考察 #5
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常時稼働型AIエージェントとは?主要10製品の比較・料金と現在地【2026年10月】
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【雑記】AIはインフルにかからないの狡い件
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初心者向け:AIがどうとか関係なくなってきてね?
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OpenAI TTS から Aivis へ|日本語の読み上げを切り替える API 移行ガイド
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【第9回】チャットボットの誤案内で、企業が賠償を命じられた|ハルシネーションと"過度の信頼"(LLM09:2025)
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「DuckDB 2.0 LTS」正式リリース。Quackプロトコルによるクライアント/サーバ機能や非同期処理による高速化など