Dan's last Dose.
Peace in the Middle East.
Nobel winner lives best life.
Allen Institute's CellTransformer maps brains.
Figure unveils 03 robot that can do home chores.
Base Power Company announces $1B Series C .
+David Lynch on meditation. What a week for the optimists.
INVESTMENT
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Week highlights: CellTransformer, Figure 03 robot, Base Power funding
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LLMs Show Gambling Addiction Signs in Autonomous Investing
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On one hand: don't anthropomorphize AI. On the other: LLMs exhibit signs of gambling addiction. The more autonomy they were given, the more risks the LLMs took. They exhibit gambler's fallacy, loss-chasing, illusion of control… A cautionary note for using LLMs for investing.
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Inference Efficiency Drives AI Production Profitability and ROI
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As AI moves from prototypes to production, inference efficiency becomes the ultimate driver of profitability. Open benchmarks like InferenceMax provide a shared standard to measure performance, TCO, and ROI, validating NVIDIA’s full-stack approach of co-designed hardware and
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Inference Efficiency Drives AI Production Profitability and ROI
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As AI moves from prototypes to production, inference efficiency becomes the ultimate driver of profitability. Open benchmarks like InferenceMax provide a shared standard to measure performance, TCO, and ROI, validating NVIDIA’s full-stack approach of co-designed hardware and
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OpenAI creates 15-20 device concepts after $6.5B io acquisition
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He revealed his team has created 15-20 product concepts for a "family of devices" following OpenAI's $6.5B acquisition of his startup, io, in May. pic.twitter.com/vF7qtc5ziO
— The Rundown AI (@TheRundownAI) 9 octobre 2025He revealed his team has created 15-20 product concepts for a "family of devices" following OpenAI's $6.5B acquisition of his startup, io, in May.
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AI Infrastructure Investment Opportunities for Builders
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I want to invest in more AI infra companies. If you’re building something exciting, comment below. If interesting, I’ll DM you. Pls, infra only. No app layer etc.
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Valuing Wikipedia Data in LLM Training: Copyright and Markets
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Wikipedia comprises ~1% of LLM training data, but what's its worth? Scholars are attempting to put a price tag on the URLs, books & data used by AI companies. This could aid copyright cases & create more accurate data markets. Follow the discussion here: https://t.co/rbgxicwtD0 pic.twitter.com/GIqRjZTqRM
— Stanford HAI (@StanfordHAI) 9 octobre 2025Wikipedia comprises ~1% of LLM training data, but what's its worth? Scholars are attempting to put a price tag on the URLs, books & data used by AI companies. This could aid copyright cases & create more accurate data markets. Follow the discussion here: https://
hai.stanford.edu/events/hoffman
-yee-symposium-2025
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Understanding Compounding: The Path to Exponential Growth
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you're the only person on this godforsaken site who truly understands compounding
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Robotics Week: Figure 03, SoftBank’s ABB Deal, IVF Robots
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Top stories in robotics today: – Figure 03 launch: what we know
– Softbank buys ABB’s robotics unit for $5.4B
– Robots are now making IVF babies – China’s EV copycat is now a robotics player – Quick hits on other robotics news Read more: https://
robotnews.therundown.ai/p/figure-drops
-new-humanoid
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10 AI Agents Transforming Business Operations and Workflows
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Few AI Agents that I noted
1. Scheduling agent
2. Financial analysts agent
3. IT helpdesk agent
4. procurement agent
5. HR onboarding agent
6. Sales prospecting agent
7. Marketing campaign agent
8. Vendor management agent
9. Legal contract review agent
10. Customer suppport agent