4/ Product Thinking They design prompts with real use cases in mind. AI isn’t just for demos. It powers: • Customer support
• Internal tools
• Research agents
• Creative workflows Prompts must work inside real products and systems.
SYSTEMS
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Product Thinking: Designing Prompts for Real Use Cases
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Mobility AI: Data-Driven Urban Transportation Management Platform
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Introducing Mobility AI, a program to provide transportation agencies w/ tools for data-driven policymaking, traffic management & continuous monitoring of urban transportation systems, leveraging AI advancements in measurement, simulation, & optimization →
https://
goo.gle/3EEoUTd -
Balancing AI Production Costs Quality and Scalability
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As #AI models evolve and adoption grows, enterprises must perform a delicate balancing act to achieve maximum value. Explore the following concepts: Understand the costs of AI in production Weigh quality, efficiency, and scalability Learn how scaling laws shape
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In-Memory Index Redundancy and Distributed Cluster Architecture
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The problem was that an in memory index, because of its size, did not have the same level of redundancy on a per-cluster basis as a disk-based index (e.g. usually every page was present in the memory of just a single machine).
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Unpublished Search Systems Work from 2009 Conference Talk
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We never really published any papers about lots of interesting systems work that underlies our search systems, so this relatively little known talk I gave at the Web Search and Data Mining conference in 2009 is the best public source of info.
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Google Search Evolution: From Disk to In-Memory Systems
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Someone just reminded me of this lecture I gave in 2009 that described the evolution of Google Search from 1999 to 2009. People who are interested in how our search systems work might find this interesting. It touches on disk-based serving systems, in-memory indices,
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AionLabs Achieves 99.99% Accuracy with SambaNova Cloud Inference
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@AionLabs turned to SambaNova Cloud for 671B-speed inference — and got 99.99% accuracy to match. No bottlenecks. Just breakthroughs. Read more in our blog
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Cache Size Impact on System Latency Performance
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yes, the larger the cache, generally more latency you will see reduced, for small caches it will make less of a difference
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Housing Construction Modernization Through Complex Systems
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(If anyone ever wants to talk housing construction modernization on Complex Systems, let me know.)
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ChatGPT o3 and Gemini Deep Search surpass Perplexity
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ChatGPT o3 / Gemini Deep Search > Perplexity