— 5 Major AI Failures That Show What Can Go Wrong #AI can transform businesses, but real failures in companies including Air Canada, Zillow, Samsung, CNET and IBM show how quickly things can go wrong. From #hallucinating #chatbots to
BUSINESS
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Sakana Marlin: long-term autonomous research assistant
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「Sakana Marlin（サカナ・マーリン）」は、数時間に及ぶ長期の自律推論を特徴としたビジネス向けの自律型リサーチアシスタントです。
— Sakana AI (@SakanaAILabs) 15 juin 2026
調査テーマを指示するだけで、最大約8時間にわたって自律的にリサーチを進め、構造化されたサマリースライドと数十ページの調査レポートを生成します。
CSO（Chief… pic.twitter.com/2WaiwRzld1Sakana Marlin (サカナ・マーリン) is an autonomous research assistant for businesses, characterized by long-term autonomous reasoning that can last several hours. Simply specify the research topic, and it will autonomously conduct the research.
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Skeptical questions about frontier AI model availability and plans
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You sure you’ll get that frontier level model? You sure the $200 plans will exist? You sure those plans will exist with the same limits? You sure they won’t be export controlled? …
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Assess Local AI demand and supply chain to decide buying now
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Ask yourself this: Do you think the demand for Local AI will go up or down and if the supply chain will adjust relatively as much? Based on that make your decision on whether to buy now or not
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Uncertainty in Rebuilding Companies with AI Agents
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We don’t honestly know the best approaches to rebuilding companies around AI agents, especially in ways that expand competitive advantage & augment existing human capabilities. Practical agents are merely months old. Experimentation (and productive failures) will be required.
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Developers use Chinese models for cheapest prices
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I know many companies and developers who are already using Chinese models, even in the United States. Developers tend to go where the cheapest prices are; this is typical behavior. Saying no one will use them is wrong. Maybe the U.S. military won't use them, but a lot of others
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Owning software for X often means owning an AI for X
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If your company owns "software for X", there is a strong chance it also owns "AI for X", because it has the business expertise and human capital necessary to turn AI into domain-specific value.
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Ensemble DL Model for Accurate Tomato Leaf Disease Classification
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Deep Learning Based Ensemble Model for Accurate Tomato Leaf Disease Classification by Leveraging ResNet50! #BigData #Analytics #DataScience #AI #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding
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Siemens AI-driven factory project with Nvidia at Hannover Messe
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At Hannover Messe, Ujjwal Kumar of Siemens Digital Industries told me about their fully AI driven factory project with Nvidia in Erlangen. Partner content with @Siemens. #sie_us pic.twitter.com/uJywl2UyyH
— Lucian Fogoros (@fogoros) 14 juin 2026At Hannover Messe, Ujjwal Kumar of Siemens Digital Industries told me about their fully AI driven factory project with Nvidia in Erlangen. Partner content with @Siemens
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AI generates a personalized hook for each company in 2 minutes
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AI reads each company. Understands what it does. And writes a hook that really references their activity. Not "Hello {{First Name}}, I noticed you work at {{Company}}." Real personalization. At scale. In 2 minutes. What it…