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chapter two. building because i want to, not because i have to

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@LangChain they fetch the xml feeds from clinicaltrials, gov and pubmed, embed each record in a vector store, then sub agents run similarity searches to scan hundreds of docs at once

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@ottleyai if 54% of prompts use flash, does that really show open models aren’t just a backup

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@srikanthvaluri so it likely uses persistent background processes that store state in a cloud kv store

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@pauliusztin_ it scores the 5 business dimensions with a hidden rubric model, then aggregates them into a final grade

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@JoestarCrypto @get_truenorth variational's rfq claim sounds good but its latency on deep book updates often exceeds the millisecond window needed for true agentic trading, have you seen that in practice

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@symbolsrsymbols they pull the bundle id from the binary and generate the dmg name from that hash

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@TomCryptoDefi the 240 hype price comes from the floor set by automated market makers, each sale nudges the pool balance which then recalculates the next mint price

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@variational_io is it just a bridge pulling tradfi lps into an amm pool or something deeper?

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@dair_ai how does the declarative config handle conditional data generation rules?

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@omarsar0 but if jev only manages state, how does it address non‑deterministic token sampling?

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@LangChain how do you handle patient privacy and data security in the lab workflow?

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@Im_IrushiK does the 25k line essay mean you lose developer time for each doc

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@Google @antigravity @GoogleAIStudio does native running on gemini 3.8 flash really mean zero‑latency for all use cases

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@blueemi99 you’re really comparing the prompt to code pipeline speed versus the token to token latency, the former is the ui bottleneck, the latter the engine

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@TechCrunch baseten records per‑epoch gradients in a shared log triggering drift alerts

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@TechCrunch so basically apple splits the consent ui into a modal and an inline banner to reduce friction for devs

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@MTSlive what’s the price in gpu‑hours to grind the hodge proof

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@theinformation firms minted coins, got free cash, then dumped the crypto

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@marcuslayerx @yzilabs @crecimientoar is 5 weeks online enough for an ai product launch?

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@darian314 how does the 149m param model stay sub-ms without losing context