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
AI
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@testingcatalog — 2026-04-24
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OPENAI : GPT-CODEX-5.5 HAS BEEN SPOTTED IN THE WILD. Friday feature drop?
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Tesla Model S FSD Hardware 4 Autonomous Driving Capabilities
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I own a Tesla Model S with FSD and HW4. WDYM?
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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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Fugu AI Models Free Beta Credits for Autonomous Agents
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Thanks for the amazing response so far! We’re giving out a bunch of free API credits to our early beta testers to try out the new Fugu models! If you want to plug an autonomous multi-agent system into your workflow for free, make sure to apply. Form:
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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 -

PhD Physicists Face Unusual Career Challenges in Modern Economy
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If you ever tried to make a living as a Physicist with a PhD you’d understand why this was not unusual at all.
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Erdos Problem Solved by Internal GPT 5.5 Version
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Another Erdos problem solved by an internal version of GPT 5.5
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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
