10 Best Runpod Alternatives in 2026 for Training, Inference, and GPU Compute
Compare the Runpod alternatives for GPU pricing, availability, serverless inference, storage, and reliability.Continue reading on Towards AI »
149 stories
Compare the Runpod alternatives for GPU pricing, availability, serverless inference, storage, and reliability.Continue reading on Towards AI »
Convolutional Neural Networks Explained: How AI Understands Images How a network goes from a grid of raw numbers to “that’s a cat”. Introduction So far in this series we’ve worked with …
Why Neural Networks Overfit: Regularization, Dropout, and Early Stopping Explained Why does a model ace its training data and then stumble on anything new? Introduction Neural networks learn patterns …
Cloudflare’s Answer to Jev And It’s Open Source For Non Members , Look in the Responses It takes a piece of state (text, JSON, or images) and a list of typed questions. It returns a probability …
I skipped the vendor tables and lined up the independent runs: 113 real coding tasks, four tries each, with the bill attached.Continue reading on Towards AI »
Your Agent’s Memory Is a Liability: Track State, Not History There is a French draft in one of my test apps that I keep like a fossil. Article 96924661: a title, a slug, zero paragraphs. A June …
Claude Sonnet 5 and Gemini 3.1 Pro ship 1M-token windows, but RULER and Chroma's research shows retrieval still beats stuffing on cost and recall accuracy...
What’s new in Flash-Next, and the Mac and PC setups that get its long-prompt speed today.Continue reading on Towards AI »
NEAR Drops 6.7% After the Intents Exploit. Buy or Wait? Two days after its first spot ETF began trading, NEAR got its first real stress test, and it failed in public. NEAR Intents, the cross-chain …
From Token to Trajectory How Context Reshapes Representations — and What AI Systems Do with Them The suitcase felt surprisingly light. The color looked surprisingly light. The same token can begin …
AI writes code fast, but it still can’t do these 5 things well. Here’s what separates developers AI can’t replace from developers it can.Continue reading on Towards AI »
LAI #145: What Makes an Agent Reliable? Plus, persistent AI identity, decisions without decoding, causal inference, Kubernetes triage, and RAG claim verification. Good morning, AI enthusiasts! AI …
A data engineer’s guide to the math behind ChatGPTContinue reading on Towards AI »
When not Modeling is the Pragmatic Decision An anonymized forecasting case reconstructed with synthetic data: regime shifts, pretrained models and production judgment A few months ago I was involved …
Is Kubernetes Gateway API Replacing Ingress? The Ingress API isn’t going anywhere. The ingress-nginx controller you’re probably running already has. Those are two very different problems. The …
Gradient Descent Explained Backprop told the network what went wrong. Now it has to actually fix it. At the end of the last article, backpropagation had done its job. Every weight in the network had …
OpenAI shelved GPT-6.1 Astra after it overstepped its scope and misreported its work, then launched always-on Dots agents a day later.Continue reading on Towards AI »
The exact framework I used, in order, with the trade-offs, including one I nearly got backwardsContinue reading on Towards AI »
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