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DEV Community
dev.to > pytorchfromgroundup > pytorch-permute-vs-transpose-whats-the-difference-and-the-reshape-bug-that-scrambles-your-7ke

PyTorch `permute` vs `transpose`: What's the Difference (and the `reshape` Bug That Scrambles Your Images)

1+ hour, 7+ min ago   (809+ words) You loaded an image, got a tensor shaped (batch, height, width, channels), and your convolution wants (batch, channels, height, width). Stack Overflow says permute. Someone else says transpose. And reshape(2, 3, 28, 28) gives you the right shape too — so why is everyone…...

DEV Community
dev.to > valenciamoss6824 > nodejs-backend-proxy-for-openai-claude-and-gemini-model-mapping-and-retries-5akk

Node.js Backend Proxy for OpenAI, Claude, and Gemini: Model Mapping and Retries

1+ hour, 32+ min ago   (1677+ words) Use a backend proxy with app-level model aliases when one product needs OpenAI, Claude, and Gemini behind one API key; otherwise, keep a direct provider integration when provider-specific features are the point of the product. Short answer: centralize model selection,…...

DEV Community
dev.to > examova > the-math-behind-wrong-answers-should-come-back-bck

The Math Behind "Wrong Answers Should Come Back"

1+ hour, 43+ min ago   (218+ words) Most exam-prep apps let you mark a flashcard wrong, then do nothing with that. The card goes back in the same pile as everything else. We fixed this in Examova this year, and it's basically one idea: a missed question…...

Computerworld
computerworld.com > article > 4030767 > quick-tips-for-google-sheets.html

6 quick tips for Google Sheets

3+ day, 8+ hour ago   (1157+ words) If you’re new to Google Sheets, our Google Sheets cheat sheet can quickly get you up and running with the popular web-based spreadsheet app. Once you’ve mastered the basics, it’s time to dig in with a few intermediate tips. We’ll…...

DEV Community
dev.to > moksh > speech-to-text-apis-in-2026-what-the-pricing-pages-dont-tell-you-12kb

Speech-to-Text APIs in 2026: What the Pricing Pages Don't Tell You

2+ hour, 46+ min ago   (307+ words) I ran a 9-second WAV file through faster-whisper on a CPU with no GPU and no API key. It took 0.6 seconds and got one word wrong: "Dev Tulab" instead of "DevToolLab". Adding one line of vocabulary hinting fixed it, for…...

DEV Community
dev.to > qingze_hu_c4c251c1b353ede > further-optimizing-the-vision-only-harness-the-notes-rule-3857

Further Optimizing the Vision-Only Harness: the Notes Rule

2+ hour, 46+ min ago   (330+ words) A short follow-up to I replicated the vision-only Pokémon run Anthropic showcased on the Fable 5 launch page. Rereading the harness code, I found the notes rule was still doing design work on the model's behalf — so I changed it, and…...

DEV Community
dev.to > orca_forge > mechanically-selecting-natural-high-quality-anchors-for-single-speaker-voice-conversion-2bm0

Automating the Selection of Natural, High-Quality Single-Speaker Anchors

3+ hour, 19+ min ago   (664+ words) Manually listening to and selecting good segments from dozens of recordings was not only tedious but also inconsistent, as judgments varied based on mood. Moreover, the quality of recordings was inconsistent: some had overlapping voices in interviews, excessive emotional intonation,…...

CBS News
cbsnews.com > video > full-interview-hugging-face-co-founder-and-ceo-clem-delangue

Full Interview: Hugging Face Co-Founder and CEO Clem Delangue

3+ hour, 13+ min ago   (49+ words) Watch Margaret Brennan's full interview Hugging Face Co-Founder and CEO Clem Delangue, a portion of which aired on July 19, 2026, about the recent hack of their systems by an autonomous AI agent from an OpenAI training model. Full Interview: Hugging Face…...

Scroll.in
scroll.in > article > 1094158 > how-shakespeares-the-tempest-can-help-readers-understand-the-hidden-costs-of-ai

How Shakespeare’s ‘The Tempest’ can help readers understand the hidden costs of AI

4+ hour, 32+ min ago   (777+ words) Tigmanshu Dhulia on playing the waiting game: ‘When you go against the tide, there will be problems’ Saffron shadows: Hockey India should have adopted the three-colour football kit of 1984 Who was Homer, author of the ‘Odyssey’? Why the philosophical conversations…...

DEV Community
dev.to > _31c1b3f2e21c667bfb293 > the-most-expensive-model-is-not-always-the-fastest-route-26fg

The Most Expensive Model Is Not Always the Fastest Route

3+ hour, 38+ min ago   (610+ words) For a while, my default response to an important Codex task was simple: select the strongest model, increase reasoning effort, and let it handle everything. That sounds conservative. It is often inefficient. The strongest model may reconsider decisions that have…...