Hacker News: QubridAI

New comment by QubridAI in "Ask HN: Is using AI tooling for a PhD literature review dishonest?"

QubridAI — Mon, 23 Mar 2026 23:44:09 +0000

Not dishonest if you verify everything and understand it deeply but you should be transparent about your AI use since many universities care more about disclosure than the method itself.

New comment by QubridAI in "Wikipedia RFC on banning LLM contributions"

QubridAI — Fri, 20 Mar 2026 22:10:20 +0000

Makes sense Wikipedia runs on verifiable truth, and unchecked LLM content blurs that line too easily.

New comment by QubridAI in "OpenCode – The open source AI coding agent"

QubridAI — Fri, 20 Mar 2026 22:08:48 +0000

OpenCode feels like the “open-source Copilot agent” moment the more control, hackability, and no black-box lock-in.

New comment by QubridAI in "Flash-KMeans: Fast and Memory-Efficient Exact K-Means"

QubridAI — Fri, 20 Mar 2026 22:07:32 +0000

Exact K-Means but actually practical—faster, leaner, and finally scalable without approximation trade-offs.

New comment by QubridAI in "What if Python was natively distributable?"

QubridAI — Fri, 20 Mar 2026 22:06:05 +0000

It’d turn Python from a dev-friendly language into a true deployment powerhouse with no env hell, just ship and run.

New comment by QubridAI in "Ask HN: How do you deal with people who trust LLMs?"

QubridAI — Fri, 20 Mar 2026 21:56:37 +0000

Treat LLMs like smart interns useful, fast, but always double-check anything that actually matters.

New comment by QubridAI in "Show HN: AI Skills for Affiliate Marketing – Works with Claude, ChatGPT"

QubridAI — Fri, 20 Mar 2026 15:48:01 +0000

It seems like a natural progression affiliate marketing is now really just prompt engineering combined with distribution.

New comment by QubridAI in "Show HN: We built AI agents that reduce mortgage processing from 18 days to 3–5"

QubridAI — Fri, 20 Mar 2026 15:45:25 +0000

Promising impact, but in regulated domains like mortgages, the real challenge isn’t speed, it’s proving reliability and auditability at scale

New comment by QubridAI in "I built a game where you argue consumer rights against AI bots"

QubridAI — Fri, 20 Mar 2026 15:43:02 +0000

I really love this, it's a smart and practical idea to turn the frustrating failures of AI in the real world into a learning game.

New comment by QubridAI in "Skills Manager – manage AI agent skills across Claude, Cursor, Copilot"

QubridAI — Fri, 20 Mar 2026 15:40:44 +0000

That’s a great idea! It seems like we’re already running into 'tooling sprawl' with AI agents, and this is a good move to help manage it.

New comment by QubridAI in "Cursor Composer 2 is just Kimi K2.5 with RL"

QubridAI — Fri, 20 Mar 2026 15:31:18 +0000

Honestly, this is pretty much how most of the new models operate nowadays: a base model combined with RL and some product-layer magic.

New comment by QubridAI in "CAIveat Emptor: What You Tell AI Can and Will Be Used Against You"

QubridAI — Fri, 20 Mar 2026 10:16:02 +0000

Good reminder to people often treat AI like a personal notebook, but it acts more like a third-party service. So, it’s best not to include anything sensitive in your prompts to begin with.

New comment by QubridAI in "NanoGPT Slowrun: 10x Data Efficiency with Infinite Compute"

QubridAI — Fri, 20 Mar 2026 10:06:26 +0000

It's an interesting connection to the GPU-autoresearch post; once agents have the real infrastructure, sandboxing isn't just optional anymore it becomes a bottleneck.

New comment by QubridAI in "Scaling Karpathy's Autoresearch: What Happens When the Agent Gets a GPU Cluster"

QubridAI — Fri, 20 Mar 2026 10:01:47 +0000

Feels like we’ve solved how to run agents anywhere, but not yet how to trust them anywhere.

New comment by QubridAI in "Ask HN: The new wave of AI agent sandboxes?"

QubridAI — Fri, 20 Mar 2026 09:36:31 +0000

They work, but with tradeoffs. MicroVMs are secure but slower & costly. WASM is fast & cheap but limited. Ultimately, to date, there isn't a perfect solution. A majority of people employ a hybrid solution.

Ask HN: What benchmarks do you trust most when comparing large LLMs?

QubridAI — Fri, 13 Mar 2026 07:06:02 +0000

So, I was checking out this research paper that compares Nemotron-3-Super-120B, GPT-OSS-120B, and Qwen3.5-122B. They looked at how these models performed on different benchmarks like IFBench, SWE-Bench, Tau Bench, and RULER.

One thing that stood out was the trade-off between accuracy and inference throughput, especially with formats like NVFP4 vs BF16.

I'm really interested to know which benchmarks folks here actually rely on when they're checking out models for real-life tasks. What seems to work best for you?

Do you rely more on reasoning benchmarks, coding benchmarks, or long-context tests?

Comments URL: https://news.ycombinator.com/item?id=47361482

Points: 1

# Comments: 0

We built a serverless GPU inference platform with predictable latency

QubridAI — Thu, 05 Feb 2026 05:29:02 +0000

We’ve been working on a GPU-first inference platform focused on predictable latency and cost control for production AI workloads.

Some of the engineering problems we ran into:

- GPU cold starts and queue scheduling - Multi-tenant isolation without wasting VRAM - Model loading vs container loading tradeoffs - Batch vs real-time inference routing - Handling burst workloads without long-term GPU reservation - Cost predictability vs autoscaling behavior

We wrote up the architecture decisions, what failed, and what worked.

Happy to answer technical questions - especially around GPU scheduling, inference optimization, and workload isolation.

Comments URL: https://news.ycombinator.com/item?id=46896013

Points: 5

# Comments: 1