I’m very excited for Cerebras’s IPO, having followed this company since Andrew Feldman and I were having tacos in Palo Alto when his company was in stealth. The IPO prospectus confirms what I somewhat feared, which is that the vast majority of revenue has come from two giant
BUSINESS
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Company Hides Pricing Strategy From Investors
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Don’t tell our investors or they’ll ask us to raise our prices
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AI Reveals True Judgment Skills vs Hidden Incompetence
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The most valuable skill is still judgment. AI just made it more legible which people have it and which people were hiding behind execution.
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JK Machining Cuts Mold Delivery Time Using Siemens NX
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15 employees. Kalamazoo, Michigan. Competing against offshore moldmakers on price and speed. And winning. Partner Content with Siemens
JK Machining cut mold delivery from 20 weeks to 11 using Siemens NX. Read the full story (link in the comments). #sie_hm #HM26 -
Adaptive: AI Agents for Construction Project Accounting
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LangSmith for Startups Spotlight: @AdaptiveBuilds
— LangChain (@LangChain) 24 avril 2026
Adaptive is the AI-native project accounting platform built for construction. They embed AI agents directly into job costing, billing, and forecasting workflows — giving builders real-time visibility into project profitability… pic.twitter.com/MDJoBiWQkqLangSmith for Startups Spotlight: @AdaptiveBuilds Adaptive is the AI-native project accounting platform built for construction. They embed AI agents directly into job costing, billing, and forecasting workflows — giving builders real-time visibility into project profitability
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Beyond Revenue Growth: Investment Quality in AI Markets
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I'm always baffled how most investors seem to obsess over top revenue growth numbers these days and seem to take that as a universal prediction of future success in AI. Maybe we're finally starting to get back to more sanity with more nuanced thinking about moats, quality and
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Banking Partnership Expansion Plans Announced for 2026
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Together, we plan to expand the partnership into additional banking workflows over time. Learn more:
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ElevenAgents Extends Conversational Support With AI
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As customer expectations shift toward conversational, always-on support, they chose ElevenAgents to extend that model into support channels without compromising the experience quality that earned that loyalty.
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Customers Bank Deploys AI Agents for Customer Support Services
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Customers Bank will roll out a series of AI agents, including:
– A 24/7 voice and chat support agent for account inquiries, card services, and transfers across phone, web, and mobile
– An onboarding agent that guides new customers through account setup
– A real-time coaching -
AI Agents Enable 24/7 Customer Service With Human Escalation
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Customers will get faster answers, shorter hold times, and access to the same quality of service at 10pm as at 10am. Every agent will be built with human escalation paths, ensuring a person is always one step away when the conversation calls for it.