SHK

Dad | AI^2 | OSS + Local AI | -10M MRR

[SHK @5a77331]

@SqSehrish CJSE

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@AWGoraya @MohsinHijazee @Landsser_ Technically, GLM , Kimi, deepseek all are par with frontier SOTA model, they can compete with Claude but they need better agent which can harness those OS models power. In next 6 month Chinese will come up with better Harness engineering .

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@MrAhmadAwais Hey man , not so great at marketing, given my experience in agents and inference engineering and gpus , would love to contribute to command code in any capacity. Alreayd having a agent which is used by many SME for financial domain.

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@MrAhmadAwais H100 with MIG + KEDA

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@AlfieJCarter Agents

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Pulled vibethinker 3-B , cannot belive that it would be that good

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Qataris are exceptional in diplomacy. Dont know how they pull this peace deal. Seems like they learnt the art how to navigate in crisis, Switzerland of M.E.

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@Dexlogic The so called sudo intellect can't explain the many scientific phenomenas, then start targeting the religion and believe systems.

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Now it makes sense why Apple appointed the hardware guy as CEO, while Nvidia and Microsoft are going to target on MacBook with Latest RTX Spark (the most successful and profitable product).

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White Collar Bloodbath is CANCELLED, loved that 😄

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@Shahnawazgrewal @KlasraRauf Klasra sb is well known for keeping grudges and hatred against Khan, which has caused him cognitive dissonance.

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Guys stop feeing SOTA models with your personal data, try local model and see how much it’s feeding by to SOTA models. It’s insane amount of data .

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China laid land mines for all us AI conglomerates

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Okay, so energy is gonna be democratized soon after Sodium iON and so the power moves among AI providers .

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Anthropic is in beats mode, sponsorship/marketing everywhere on X.

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@oprydai Energy is directly proportional to Growth in all benchmarks. Energy is base component without it infrastructure , intelligence won't work. Fixing funadamentals are more important than marginal growth.

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So as per Karpathy, Divide intelligence into two models

1. Congnitive core (Small model contains only algotithm for reasoning and problem solving)
2. External model (memory model to query facts)

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Harness engineering is going to explod soon

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@jordan_ross_8F OS

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Competitive congition is to have better model harness so understand model capabilities and internals before doing anything else
.

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For pioneers only: Harness engineering is bigger than context engineer so its the next applied AI field.