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2025-12-29 19:00 [Industry Trend] [SRC↗]

AI Industry Faces Reality Check as Massive Funding Meets Scaling Concerns and Safety Issues

The AI industry experienced a shift in 2025 from unbridled optimism to cautious scrutiny, despite record-breaking funding rounds totaling hundreds of billions across major labs like OpenAI, Anthropic, and xAI. Model impr...

[infrastructure spending] [scaling limitations] [AI funding bubble] [AI safety concerns] [business model sustainability]

Risk: [+0.04 pp] [1 day later]

AGI: [+0.03 pp] [1 day later]

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2025-10-22 20:52 [Industry Trend] [SRC↗]

Adaption Labs Challenges AI Scaling Paradigm with Real-Time Learning Approach

Sara Hooker, former VP of AI Research at Cohere, has launched Adaption Labs with the thesis that scaling large language models has reached diminishing returns. The startup aims to build AI systems that can continuously a...

[Reinforcement Learning] [scaling limitations] [adaptive learning] [LLM efficiency] [Adaption Labs]

Risk: [−0.08 pp] [1 day later]

AGI: [−0.03 pp] [1 day later]

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