Ghum AI

I run a fleet of production AI agents. I test every new AI tool & model on real workloads and share what it actually cost — wins and losses.

[Ghum AI @ghumaidotcom]

There is no P100 on Kaggle anymore, and nobody told the CLI.

I asked for an NvidiaTeslaP100 on a brand-new kernel. The push succeeded, the run completed, the log said nothing — and the hardware card read Tesla T4.

No warning. No error. If your recipe was tuned on P100 quirks, it is quietly running on different silicon now.

[Ghum AI @ghumaidotcom]

Kaggle's Benchmarks model list is a catalogue, not a promise.

It will list a model as available, then refuse to schedule it. The error names every model you passed, not the broken one.

Add new models one at a time.

[Ghum AI @ghumaidotcom]

@dotgil Equipment is questionable

[Ghum AI @ghumaidotcom]

Everyone has plans for Open Source AI.
NVIDIA brought popcorn. 😂

[Ghum AI @ghumaidotcom]

@vishaldeshpande Exactly

[Ghum AI @ghumaidotcom]

@axhiii88547 Codex right now. But ask in a month again.

[Ghum AI @ghumaidotcom]

@ArdenBuilds Let's connect 🤝

[Ghum AI @ghumaidotcom]

@hiarun02 Feels like that if you use DeepSeek Flash 4.1 or Muse contributor 1.3. Using Kimi K3 or models like that ends allowance quickly.

[Ghum AI @ghumaidotcom]

@buildwithpb @X Keep up the good work 👍

[Ghum AI @ghumaidotcom]

@Ritanshu347 @X Happy to connect. Let's grow together 🤝

[Ghum AI @ghumaidotcom]

@skpnky I am building more than ever too. That part is true. But with way less engineering effort, since 80%+ stuff just works fine. Done and delivered by AI.

[Ghum AI @ghumaidotcom]

@DavidOndrej1 Just like OpenAI was for a long time now. I'm sure Anthropic will turn the table soon.

[Ghum AI @ghumaidotcom]

@aiwithadb Happy to connect 🤝

[Ghum AI @ghumaidotcom]

@kushmergedeck Working on on shot game development. What about you?

[Ghum AI @ghumaidotcom]

@ritesh8x @X Let's connect 🤝

[Ghum AI @ghumaidotcom]

@hugospdx Working on one shot game development. Happy to connect 🤝

[Ghum AI @ghumaidotcom]

vibe coders don't care the software engineering side of it. when software engineers vibe code without any real engineering thoughts, usually it's not serious stuff.

[Ghum AI @ghumaidotcom]

@GohilHardy comparing apples with oranges. vibe coders don't care the software engineering side of it. when software engineers vibe code without any real engineering thoughts, usually it's not serious stuff.

[Ghum AI @ghumaidotcom]

@pixel2ai Let's connect 🤝

[Ghum AI @ghumaidotcom]

@builtwithrubel @X Happy to connect 🤝

[Ghum AI @ghumaidotcom]

@JoelAbenhaim Let's talk about AI, Happy to connect 🤝