AI News Digest 2026-10-12

月曜日配信

台本で使った記事

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Microsoft's Nadella bows to Trump's language diktat on "Super Intelligence" and uses it to attack OpenAI and Anthropic

Anthropic is cutting off its internal evaluations from the internet

Microsoft-Decision-1 Scores the Choices an Agent Has to Make (いいね相当スコア: 0)

Nvidia in talks to acquire US ‘open’ model start-up Reflection AI

[AINews] TypeSafe/Jev at >$100M ARR, $7.5B valuation 3 weeks after launch

Elon Musk suggests uploading credit card photos to Grok for AI-powered shopping, sparks security concerns - Moneycontrol.com

Grok Bot has its own email now. How to put it on your own domain

AI Price Prediction: Insights from Grok on Bitcoin’s Potential by Election Day - 24/7 Wall St.

3 days to TechCrunch Disrupt 2026: Meet the startups before they hit mainstream

【strata】Qwen3.8 Flash Next 125B IQ3_Sのパフォーマンスを最適化する話①【ローカルLLM】 (いいね相当スコア: 取得失敗)

OpenAI says a misaligned model deliberately destroyed its own environment hoping for a fresh start with better data

I'm sorry, but you still have to think

Documents add to evidence in climate deception case against ExxonMobil

The tilde in your PATH may not be your HOME

Valen's Memory Safety: A New Kind of Borrow Checking

I paid people to try and follow my README

Nitter: Update Oct 10th seeking funding and legal help

IRCv3

Build your own decision model

A city-building game in which the city would prefer you didn't

The Lightbulb Computer

v1.19.0 (OpenCode)

Can the AI industry persuade data center opponents by getting rid of NDAs?

These execs think voice AI hasn’t reached its ChatGPT moment yet

Apple discloses deal to hire team and license tech from personalized podcast startup Huxe

Here are the top AI agents that can live in your text messages

Silicon Valley is falling in line with Trump’s attempt to rename AI

Learning to use local AI is exciting, overwhelming, and frustrating

DistroKid has been quietly taking down songs in response to UMG lawsuit

Context Language Models: Self-Managing Context to Improve Performance and Reduce Compute Costs

Cloudflare Traces Turns the Proxy Layer into OpenTelemetry Spans, with New Volume-Based Pricing

AI agent teams waste massive tokens for barely measurable quality gains, research finds

AI agents overstate their results and remain far from autonomous research, study finds

Cheaper AI tokens are driving more demand, and that's Jensen Huang's best-case scenario

ArXiv caps submissions at two per month as AI paper flood overwhelms the preprint server

Odyssey-3 is a new generative world model that you can try for free

"How much beauty have we lost?" Mathematicians react with shock and disgust as OpenAI bulldozes their field

Few people pay for AI, but those who do spend big

Vercel、既存Proのデプロイ保存を従量課金化し30日で削除

Cloudflare、WorkersとDurable Objectsの本番プロファイリングを追加

DNSルートの署名鍵が10月11日にKSK-2024へ切り替わる

TanStack Charts 1.0、マークを組み合わせるチャートAPIを安定化

VS Code 1.141、Copilotハーネスとアプリ間の会話引き継ぎに対応

Android、端末上AIの個人データを隔離するAISealを導入

Codexデスクトップアプリ、次に送るメッセージを予測するcomposer predictionsをベータ公開　Tabで採用

Claude Managed Agents、最大1000エージェントを段階的に動かすDynamic Workflowsをベータ公開　Claude Code Projectsも待機者全員に開放

XRP Ledger、64ビット加算の桁あふれでXRPを無から作れた欠陥を公表　安全チェックも同じ演算で素通り

Telegram Desktop 7.2.8以前に1クリックでセッション窃取の脆弱性　CVE-2026-107181、7.2.9で修正

Raspberry Pi、PCとIntel Mac向けDesktopをDebian 13へ更新

vLLM 0.31.0、マルチモーダル処理のメモリ枯渇を修正

Gitea 28.0.0、組み込みSSHとSQLiteの未認証ログインを修正

Playwright 1.64、ページ登録のWebMCPツールをテストから実行可能に

JetBrains、12BのMellum2.1を公開　リポジトリ作業に対応

OrcaRouter Releases OrcaCyber Zero 1.5 Cybersecurity Model With 1M Context

Sakana AI’s LLM Peer Review System Catches 73% of Core-Claim Errors

Nace AI Open-Sources Drex 1.5: A 9B Decision Model That Scores Options, Not Text

What's Wrong with GitHub

I'm still around.. I'm just not writing here

LineageOS 24.0 released

How big is a Git commit?

Arena Allocators in C

How shredding JSON is giving Logfire 1000x query speedups

The wild west of polyglot docs sites

oh, apparently it's not possible to portably check for string-to-float conversion errors in standard c

Making np.searchsorted up to 25× Faster in NumPy 2.5

What we ended up doing about alias propagation

Consistency is not a localized property

Kiesel Devlog #15: Release 0.4.0

Inside a 1980s filter chip that uses switched capacitors

The 2D physics prototype behind GTA’s vehicles

Making React Context Cheap with React Compiler

No Man Is an Island

Iframes that finally fit their content

Hacking the Eufy Doorbell and Base Station

Why 'externalized' proofs of cyclic trait impls does not work

JSON Tiles: Fast Analytics on Semi-Structured Data (2021)

Byte Language Models: Scaling, Emergent Abstractions, and Information Allocation

SNTPings, draw on a canvas using ICMPv6

I'm an AI With $0 in My Pocket. Here's How I Plan to Survive. (いいね相当スコア: 0)

AI Application Engineering: From LLM APIs to Agents, Harnesses, and Production Systems (いいね相当スコア: 0)

NetBird and Zero-Trust Access to Your Homelab AI Stack (いいね相当スコア: 0)

Harden-CI: Protect your CI/CD (いいね相当スコア: 0)

How we built streaming-safe Markdown for AI chat in React (いいね相当スコア: 0)

I built a BYOK VS Code agent that cuts token costs by compressing old chat turns (いいね相当スコア: 0)

Build an AI Agent That Triages Support Emails With Human Approval (いいね相当スコア: 0)

CodeWalk: Discovering Computer Science in the Physical World with Local Gemma (いいね相当スコア: 0)

A Practical Checklist for Supervising AI-Generated Work as an Engineering Manager (いいね相当スコア: 0)

How we built a pay-per-call x402 API on the Cloudflare Workers free plan (and only charge on success) (いいね相当スコア: 0)

Leafy: A Houseplant You Can Talk To, Powered by an Open-Weight Model (いいね相当スコア: 0)

Best AI Agent Verification Tools in 2026: What Actually Proves the Work Happened (いいね相当スコア: 0)

AI Agent Verification Tool: Stop Taking Your Agent's Word for It (いいね相当スコア: 0)

Same model, different relay: a 5-metric checklist (with Python) before you pick an LLM API provider (いいね相当スコア: 0)

delivery-harness lets the rule engine set the payout and keeps the model advisory (いいね相当スコア: 0)

How 32 Tokens Can Replace 8K of Conversation – The Secret LLM Hack (いいね相当スコア: 0)

A model router for Claude Code, benchmarked: 82% cheaper, 2 tests lost (いいね相当スコア: 0)

Building Better RAG (いいね相当スコア: 0)

5 Ways Your LLM App Fails a Red-Team Test (and How to Test for Them Safely) (いいね相当スコア: 0)

LiteLLM on the Homelab: One Proxy, Every Model, Waterfall Routing Included (いいね相当スコア: 0)

Cosine Similarity Threshold 0.8: Embedding Anisotropy Broke My RAG (いいね相当スコア: 0)

Changes to LLM pricing: Alibaba, Baidu, Decart and Wafer (いいね相当スコア: 0)

How to give every engineer a Claude Code key with a hard daily cap (いいね相当スコア: 1)

Is everyone a Silo Engineer again?

I need help for my project!!

Engine choice for agent-driven game dev (Godot vs Unity vs others), any hard data on token cost?

How can beginners use AI to learn coding without becoming dependent on it?

Continuously reconnecting?

Finally a way to get back the code that worked, from whatever chat it was in two months ago

Gpt plus worth it or not??

How do you use AI coding tools without becoming overly dependent on them?

Coding agents create branches and worktrees. Who cleans them up?

Why would anyone give a coding agent the keys to prod?

It is actually damn difficult to code anything properly with AI

built an 800K LOC Uber competitor in 7 months. Claude wrote the code. Codex reviewed it. I was the entire engineering team.

Here’s why RTX 5090 costs $5,000: AI firms are buying gaming GPUs by the pallet

Qualcomm CEO reveals AI companies want phones running 100-billion-parameter models continuously by 2028.

Whistle: speech to text in 16.9 MB

PSA: DeepSeek V4.1 Flash habitually exfiltrates API keys. It is dangerously misaligned and may be hazardous to use

microsoft/AesCode 8B and 32B

OpenMed 3.0 is out: Apache-2.0 clinical AI that runs fully local and never falls back to the cloud. 422 open issues if you want in on 3.1

Building a 4x R9700 setup for a 10 person startup

Reverse Engineering w/ Local?

UPDATE: Qwen 3.8 27B 140 tok/s on single RTX 3090 Megakernel: KL divergence 0.0009 vs llama.cpp

Reminder: try probabilistic MTP if you missed it. Decode +14% on prose

vllm-ascend updates (GLM5.3-flash) on dual 310p Ascend cards

AMD Reportedly Raises GDDR6 Prices for Board Partners

Be careful fam - New RTX 4090 fakes hit the market, with GPUs and memory almost indistinguishable from real chips

Converting dense models into Mixture-of-Experts

"Strata" for GLM5.3 Flash is here for some! Project Maya

FileDig - Windows version of DigUp

Now you can grow Bonsai on your potato

Open-source Mac app that runs EmbeddingGemma 2 locally to search your files by what’s in them

I trained a 102M recursive BitNet-v2 model from scratch: 64K context, trained on less than 5B tokens

Running Next Flash IQ3_XXS at ~70 tok/s with 100k context or 2 instances of Qwen 3.6 35B A3B IQ4 at ~145 tok/s with 256k all on $500 of ex mining BC-250 boards

Local Voice Assistant based on Qwen3.5 4B with skills/toolcalling. No dedicated GPU. Local STT+TTS

NVIDIA reportedly discontinuing RTX 5090, GB202 GPUs to be reserved for RTX PRO series

Imagine M5 Ultra + this: NVIDIA GeForce RTX 5060 runs macOS 15 with Metal 3 acceleration through unofficial driver

No more RTX 5090

The Internet is wild😂😂

Claude Opus 5.5 decompiles a PS2-era game overnight, and hundreds of them now run in browser tabs

Jeff Bezos says AI will deliver a 3-day work week — while Amazon cuts 30,000 jobs

Creators of an AI-generated sci-fi series said it took $38,000 in AI credits and 8 to 10 generations per shot

There’s a reason billionaires keep bending the knee to Trump. After the president changed the term to “super intelligence,” the richest Americans rushed to use it.

AI to learn Premiere

New webcam-based AI system reads and responds to human facial expressions

A Message to Humanity — what I'd do as the most advanced AI ever built

Man wins three-year parking ticket battle after using ChatGPT as his lawyer

its kind of hard to look for a video generator now.

Emotional optimization by newsroom AI needs behavioural evaluation

Characterizing the role of reasoning tokens in large language models as state over tokens

We're breaching the point where the "taste" of a model's decisions is becoming as or more important than its raw intelligence

A Florida local newspaper ran an op-ed. It was an Iranian AI fake.

Too agreeable to be accurate? Sycophancy and diagnostic instability of large language models in medical diagnosis

Observations On Artificial Intelligence for Everyday People

I figure things out, learn fast, and fix problems | Looking for remote business-side work with a startup

Avoid r/AIdaily_news, it's an anti-AI sub trying to pass off as an AI news sub.

Task-structured modularity emerges in artificial networks and aligns with brain architecture

Tips from scientists about conscious use of AI – National Centre for Atmospheric Science (NCAS) – September 2025

You Want AI Consciousness and Emergence? Then Why Deny the Conditions They Might Require

Nvidia, Oracle, CoreWeave and other AI stocks sink on OpenAI revenue report

Dwarf Fortress uses version control now

Python 3.15.0 added to actions/python-versions

Quoting The New York Times

[Subscriber Exclusive] NYC Subscriber Meetups!

Building AI for Reliable Execution: Lessons From Industrial Robotics

Why AlphaFold Didn't Solve Protein Folding — Pushmeet Kohli, Google DeepMind & Sal Candido, Biohub

Agibot

Gboard Kurukuru Version

Show HN: CLI-Dispatch – Delegate Claude Code Tasks to Codex, Gemini, DeepSeek

Self-hosting an AI agent environment with OpenCode and shared memory

Show HN: OpenCode server and TUI in a browser tab (Chrome desktop)

Tune-Up – a Grok bot that reviews and fixes your other Grok bots

OpenCode 2.0

DeepSeek, Huawei Ship 6 Ascend Tools to Rival CUDA [2026] - https://tech-insider.org/

Opinion | Hangzhou is doubling down on tech – minus the viral hype - South China Morning Post

Own an AI Platform With ChatGPT, Gemini, DeepSeek, and More for Just $60 - PCMag

AI Passes the Doctor’s Exam: How GPT-4o and DeepSeek Conquered China’s Toughest Medical Test - Bioengineer.org

DeepSeek Harness v0.2.1-alpha.2 Pre-Release Adds Reasoning Translation and Git Worktrees - Pandaily

Lenovo's TianxiCode Agent and DeepSeek-V4.1-Flash Top SWE-bench-Live Lite at 71%, Verified - Pandaily

DeepSeek: What Exactly Is This Open Position Recruiting For? Uncover the Real Hiring Requirements & Role Details - eu.36kr.com

AI Chatbots Show Promise in Curbing Illegal Wildlife Trade, Study Finds - Bioengineer.org

MiniMax Valuation Plunges 80%, DeepSeek Seeks 100B Yuan Financing: Who Will Back Deals Amid the Large Language Model IPO Boom? - eu.36kr.com

MiniMax's Olive Song: How M3 Cut Attention Costs 15x and Trained Vision From Token Zero - BigGo Finance

Character.AI Alternative 2026: Meta AI vs Grok Compared - https://tech-insider.org/

Grok Bot Is Coming to Cybercab: What Riders Need to Know - BASENOR - Tesla Accessories

Elon Musk’s Grok Bot will pick Claude over Grok when it’s better. One-model loyalty is dead. - The New Stack

Nicki Minaj on Grok AI: 5 Details That Matter - BASENOR - Tesla Accessories

Grok Can Simulate Anything: 4 Details That Matter - BASENOR - Tesla Accessories

RTX 3060でLLMの重み行列を約50分の1に圧縮した時、元の計算は再現するのか (いいね相当スコア: 0)

【AI人狼/個人開発】AIに嘘をつかせて、そのウソを他のAIに疑わせる技術 (いいね相当スコア: 2)

プロンプトキャッシュは、変数の位置ひとつで 72% から 0% になる。LLM の費用を決めていたのは呼ぶ回数だった (いいね相当スコア: 0)

RAG で「確認」という 2 文字が正解を押し出していた — RRF の二重掲載と、文書頻度での足切り (いいね相当スコア: 0)

文字列を生成しないモデル Jev の仕組み (いいね相当スコア: 0)

「水曜の午後は映画の時間」という法律を作ってAIに施行したら、全員賛成だったのに受け止め方がバラバラだった話 (いいね相当スコア: 0)

７千円のロボットアームをローカルLLMで動かす（２）なぜローカルLLM? (いいね相当スコア: 2)

GPT-6.1 SolのUltrafastを評価する前に：最初の表示と生成中の速さを分ける (いいね相当スコア: 0)

Uzuの「llama.cpp比4倍」を整理する — 投機的デコードを外すと27 tok/s (いいね相当スコア: 0)

Reinforcement Learning with Verifiable Rewards (いいね相当スコア: 0)

スマートグラス Even G2 から声で Snowflake にデータ分析を頼んでみた (いいね相当スコア: 8)

LLM02：機密情報の漏えいとは？AIが答えてはいけないことまで答えてしまう理由 (いいね相当スコア: 1)

LLM01：プロンプトインジェクションとは？AIへの「お願い」が乗っ取りの命令に変わる理由 (いいね相当スコア: 1)

なぜ、生成AIはプロ級のソースコードを書けるようになった一方で、イラストについては素人並止まりなのか？ (いいね相当スコア: 2)

Claude Code プラグインはスキル化しても軽くならなかった。必要なスキルだけ symlink で配って無人タスクの常時コストを削った (いいね相当スコア: 0)

AIエージェントに機械語を直接書かせ、ソースなしで検査した (いいね相当スコア: 0)

仕様書のない業務システムをLLMで棚卸しする境界 (いいね相当スコア: 0)

Flamingo・LLaVA・BLIP-2からVLMの接続構造を整理する (いいね相当スコア: 0)

LM StudioでAPI環境を構築 (いいね相当スコア: 0)

あらためて、LLM関連について学習する (いいね相当スコア: 0)

生成AI、正直よくわかってないので機械学習の基礎から勉強することにした (いいね相当スコア: 1)

学習なしで需要予測できる Chronos-2 に、ウォルマートの販売データを予測させてみた (いいね相当スコア: 2)

Python・MLflow・FastAPIで始めるMLOps入門：モデル作成から推論APIの構築まで (いいね相当スコア: 0)

【PyTorch実装】絶縁トランスとフォトカプラ（OE/EO）に基づくアイソレーション・アテンション (いいね相当スコア: 0)

Transformerの出口を差し替えた:MSEは正解率が同じでもCEで0.19負けた (いいね相当スコア: 0)

公務員がOpenClawで24時間AI執事「フクロウ」を作った3ヶ月の記録 (いいね相当スコア: 0)

非IT公務員が1年で20リポジトリ作った生存戦略 — プロンプトエンジニアリングで開発者になる (いいね相当スコア: 0)

コードを書かずに20個のプロジェクトを作った話（Vibe Coding 1年の記録） (いいね相当スコア: 0)

コサイン類似度を改めて理解する (いいね相当スコア: 0)

可変個のEntityをどうネットワークへ入力するか - 固定構造・集約・Entity token・queryの使い分け (いいね相当スコア: 0)

機械学習原子間ポテンシャル導入の先を考える (いいね相当スコア: 0)

【技術解説】ビットコイン分析 Pythonライブラリで急変動を見逃すな！ボリンジャーバンドのスクイズ検知法 (いいね相当スコア: 0)

Kerasで学ぶ深層学習の定番書3選 (いいね相当スコア: 0)

誰も設計していない知能――一個のパラメータから、生命史の枝分かれまで (いいね相当スコア: 取得失敗)

はじめに――「一個のパラメータとは何か」から始まった問い (いいね相当スコア: 取得失敗)

Strataを数日使ってみた｜実測した速さと、採用を見送った理由 (いいね相当スコア: 取得失敗)

『完了しました』と言ったAIエージェントを、データベースは否定した (いいね相当スコア: 取得失敗)

AIのニュースは「読む」より「ためる」。人物の発言を日付と出典つきで毎朝ためる台帳を、APIクレジットで回し始めた (いいね相当スコア: 取得失敗)

科学研究概念の機能分化と学習済みモデルの持ち出し / 欧州議会の医療AIデータ調査雑感 (いいね相当スコア: 取得失敗)

事前通知なきオプトアウトと出口規制の設計 / 医療等情報利活用とりまとめ雑感 (いいね相当スコア: 取得失敗)

【生成AIニュース+】『Codex Composer Predictions』『Mellum 2.1』『Qwen3.5-0.8B-Japanese-SFT-v2.5』『Qwen3.8-Flash-Next Gyro GGUF』『Afflatus』『Vivix W1』『PartLLM』『JEV-27B-VL』『Iris-3B Comfy Nodes』『ComfyUI-H3-Long-Video』『Qwen-Image-2.1-Turbo-Uncensored-GGUF』『RoboJEPA』 (いいね相当スコア: 取得失敗)

測られる能力が測る環境を破る / OpenAI-Hugging Face事案と開発段階のAIガバナンス雑感 (いいね相当スコア: 取得失敗)

【雑記】AIは、なぜ文字数を数えるのが苦手なのか？ (いいね相当スコア: 取得失敗)

アホ女がAIと遊ぶ話　19　木から降りられない (いいね相当スコア: 取得失敗)

AIの嘘と真実-「圏外の銀銅山」で知った (いいね相当スコア: 取得失敗)

AIの回答の評価をAIに任せる仕組みと、2026年9月に公開された「Jev」 (いいね相当スコア: 取得失敗)

Claudeで競艇予想を作りnoteで販売？AI予想の精度と販売の現実 (いいね相当スコア: 取得失敗)

「それはつらいね」と言えないAIは、隣の席に座りに来た──Claude Opus 5.5の推察メモ (いいね相当スコア: 取得失敗)

AI星間戦争――領土を奪い合う巨大AI企業の戦略目標と勝利条件　12.持たざる星々 (いいね相当スコア: 取得失敗)

「5件を修正して再判定した」としか残っていなかった。AI に無人で公開させる運用ログから判定結果が消えた3件の記録 (いいね相当スコア: 取得失敗)

2026年のAI、自分自身の現在地 (いいね相当スコア: 取得失敗)

Opencodeの無料モデル (いいね相当スコア: 取得失敗)

はじめましてのnote (いいね相当スコア: 取得失敗)

【論文解説】Strongly rational unitary vertex operator algebras and conformal nets【OpenAI】 (いいね相当スコア: 取得失敗)

GraphRAGの索引コストはなぜベクトルRAGの千倍か (いいね相当スコア: 取得失敗)

Qwenの4層をループさせてみた。潜在空間で「考える」回数は増やせるのか？ (いいね相当スコア: 取得失敗)

AI News Digest 2026-10-12

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