こんばんは🌃 ゆっくり夜ラン8km 本日は湿度が高めで脚が重かったので 接地と骨盤の向きを意識👀 呼吸が乱れないペースで流しました💦 坂道ダッシュは中止しました😅 そして今日の Azure 現場メモ👀 旧 Foundry の Content Understanding を GA Studio に移したい場合の対応について 移植できない理由は単純で、GA 側が 入力フィールドを前処理段階で“正規化 → 特徴抽出 → 推論” という独立パイプラインで扱っていて、Foundry のフィールド構造とは前提が噛み合わないからです。 この前処理の癖が違うと、精度以前にモデルの挙動が安定しないんですよね。 だから GA 仕様でフィールドを作り直してから、手元のラベル済みサンプルを流すと、GA のパイプラインに合わせて再学習がかかり、精度はすぐ戻ります。 全部作り直しではなく、GA の前処理ロジックに土台を合わせるだけで十分というのが実務的な対応になりますね😉 #Azure #ContentUnderstanding #Foundry #AzureAI

From Categorization to Understanding 🎵 ✅ Beyond genres and tags ✅ Emotion and context matter more ✅ Clear structure improves understanding 🌐 playpushgroup.com #MusicDiscovery #ContentUnderstanding #ListeningContext #StructureDesign #MusicPlatform

Salle pleine ce matin pour présenter toutes les fonctionnalités de traitement de documents du Cloud #Microsoft à la #PPFS #SharePointPremium #AIBuilder #AzureAI #OpenAI #ContentUnderstanding replay sur youtube.com/live/NJpDO-H8jmQ…

Dont you think its worrying that LLMs can be just as easily poisoned as about Chiropractic as Google can? By basically publishing more content - as do Christian fundamentals, and Mormons - basically LLms prove that they cannot be trusted, cannot independently do research but furthermore - can just be taught via multiple content on multiple domains? Effectively: I asked Google and Perplexity about whether Chiropractic is real. Google's first answer was the NIH which said, strongly and emphatically: No. Obivously - the Chiropractic industry has spend billions and 3 decades trying to convince the world it is. Perplexity went 3 rounds until I gave it the NIH doc where it immediately rescinded/recanted (?) Obviously, I dont believe LLMs are "research" tools. They are consensus engines - I've said this for 3 years, I know what a Neural Network/ML is/does. but in SEO-world - people keep telling me that Google uses LLMs for content quality ---- there's no way! Any thoughts folks @PeterMindenhall @MikeBlazerX @iPullRank @Ammon_Johns @MarkPreston1969 @TheTruthfulSEO @nathangotch @remarkmarketing @rossstevens_uk @Hobo_Web @TalebKabbara #SEO #LLM #AI #EEAT #YMYL #ContentUnderstanding #Google #GoogleAI #Perplexity #Gemini #GoogleSEO imgur.com/a/KoqwT0n

We need more friends to work with! Join us to build the next era of ML at Twitter! #MachineLearning #DeepLearning #NLP #ContentUnderstanding #ML #MLjobs #Twitter