Business & Funding
Funding rounds, acquisitions and the business of AI.
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Tesla FSD v13 hardware barriers and the sensor safety debate
Tesla’s FSD v13 rollout requires Hardware 4 vehicles to utilize the Cortex GPU cluster for high-resolution video processing. Meanwhile, Waymo has completed…
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Databricks scales to $43B as DBRX rollout targets enterprises
Databricks reached a $43 billion valuation following a $500 million funding round led by T. Rowe Price. The company is expanding its…
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Anthropic financial and safety exposure after Amazon deal
Anthropic faces a $42 billion net loss for 2025 and significant safety risks after the UK AI Safety Institute found autonomous agents…
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Devin dominates specialized enterprise workflows
Cognition’s Devin delivers 20x cost savings for large-scale migrations, such as Nubank’s 6 million line code migration. Poolside offers the Laguna model…
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Mistral AI hits 21 billion euro valuation as enterprise focus scales
Mistral AI secured 3 billion euros in Series D funding led by Samsung Electronics to support its enterprise-first strategy. The company targets…
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Databricks’ $1.3B MosaicML acquisition shifts LLM training costs
Databricks leverages its $1.3 billion MosaicML acquisition to enable enterprises to train custom large language models up to 7x faster. The platform…
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Helsing’s $18 billion valuation after Eurofighter contracts and NATO drone funding
Helsing secured a $1.8 billion Series E round reaching an $18 billion valuation amid rising demand for autonomous defense systems. The Munich-based…
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Fine-tuning Llama 3.3 70B on Together AI
Together AI provides an OpenAI-compatible API for fine-tuning Llama 3.3 70B using LoRA or full fine-tuning methods. Developers can access serverless endpoints…
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The Scale AI pivot from data labeling to defense infrastructure
Scale AI evolved from a 2016 data-labeling startup into a critical defense infrastructure provider, securing major contracts like the Thunderforge project. Meta…
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The valuation of automation and AI code generation deployment
Poolside reached a $12 billion valuation in October 2025, yet 90% of the $47 billion invested in AI during the first half…
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Physical Intelligence vs hardware giants Figure and Tesla
Physical Intelligence uses its pi0 model to achieve 99.9% reliability in robotic tasks. While Figure 02 targets enterprise buyers with a $50,000…
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Anthropic’s $965B valuation and revenue surge
Anthropic reached a $965 billion valuation in May 2026 as its annualized revenue climbed to $65 billion by July 2026. The company…