r/Superframeworks
Startup Roundup - Sep 07: OpenAI's chip beats Nvidia, ARR is less secure than ever, and $1B for Mira Murati's startup
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Quick roundup of the most interesting startup / indie hacker stories from the last 24 hours. 1. OpenAI's Jalapeño Chip Outperforms Nvidia Blackwell in Inference OpenAI's first in-house AI chip posted its benchmark results. Built with Broadcom and manufactured by TSMC, Jalapeño delivers 1.5–1.9x more AI work per watt and 1.7–3.6x lower end-to-end latency than Nvidia GB300-class systems across GPT-OSS 120B, DeepSeek R1 670B, and Kimi K2.5 1T workloads. The 700W chip packs 216 GB HBM. What makes it unusual: it achieves both higher throughput AND lower latency in one architecture - existing hardware usually trades one for the other. OpenAI plans to start deploying in small volumes by end of 2026. 2. Startup ARR Is Less Secure Than Ever - Madrona Research Madrona surveyed 150 enterprise IT professionals and found a structural problem with AI-era SaaS: 77% of enterprises reevaluate their AI vendors every six months or operate on a rolling basis. Fewer than half of AI pilots reach full production. Total enterprise tech spend is projected at $4.25T in 2026 - but it's "fast in, fast out." The multi-year contract moat that traditional SaaS relied on is gone. Startups pricing via token-based models (SaaS-style) rather than business-outcome-based pricing are most exposed. 3. Accel Leading $1B Round for Thinking Machines at $40B Valuation Mira Murati's AI startup is in talks to raise...
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Mira Murati's AI startup is in talks to raise $1B led by Accel at a $40B valuation.
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