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mikey
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There's only so much you can do to help from the sidelines
Harj Taggar@harjtaggar
If you’re investing and not also going deep on your own side projects, it’s a skills issue.
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Tired of your coding agent getting throttled mid-task?
We just dropped to $10/month.
Dedicated H100. Your instance. Nobody else’s.
OpenCode + InferX = no interruptions. Ever.
inferx.net

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top 10 research papers you should try reading in ai engineering :
(in order)
1) Attention Is All You Need — Transformer architecture
2) BERT — Bidirectional language understanding
3) GPT — Autoregressive transformers
4) LoRA — Low-rank fine-tuning
5) PEFT — Efficient model tuning
6) RAG — Retrieval + generation
7) Diffusion Models — Image generation
8) ViT — Vision transformers
9) GANs — Adversarial generation
10) VAE — Latent representation learning
(paper's in replies)

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Cold starts have been our obsession since day one.
Sub-second prompt → first token. In production.
inferx.net
NVIDIA AI@NVIDIAAI
Introducing Dynamo Snapshot, our approach for fast startup for inference workloads on Kubernetes, which reduces startup time from minutes to under 5 seconds. In production inference deployments demand fluctuates over time. Cold-starting inference workloads can take minutes, leaving idle GPUs that generate no tokens and serve no requests. Snapshot leverages GMS to enable concurrent weight restoration over a high-speed interconnect, while using Linux native AIO and parallel memfd restoration to accelerate CRIU restore performance.
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The best pitch test: can you tell this at a bar to a friend?
Not the market size, not the TAM, not the deck. Just the story. Why you built it. What you saw that nobody else saw. What happened.
If you can't tell it naturally over drinks (or it would feel weird to your friend and they would think "this isn't you"), your idea or pitch or endeavor needs to bake some more.
The 9pm-at-a-bar test for your startup idea is a defining authenticity test. And without that, nobody will buy your product, let alone come work for you or invest.
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