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What loss.backward() actually does

https://oraziorillo.com/blog/what-loss-backward-actually-does/
7•oraziorillo•5d ago

Comments

oraziorillo•5d ago
Following up on my post on microcrad — many of you liked and supported the project, thank you for that — I published a long-form piece on automatic differentiation, where I explain backpropagation in simple terms so that everyone will (hopefully) be able to understand it. Questions/suggestions are welcome!
imInGoodCompany•27m ago
As someone who has only had a very basic understanding of how backpropagation works, I found this to be really easy to follow along with, so thanks for that.

The article is also clearly entirely written, or at least drafted, by AI. The explanation is great so I'm not sure how much it matters. It does feel like the myriad of voices and writing styles on the Internet is slowly being drowned out, which makes me a bit sad.

How Has Roman Concrete Lasted for Millennia? 1,900-Year-Old Latrine Offers Clues

https://www.smithsonianmag.com/smart-news/how-has-roman-concrete-lasted-for-millennia-a-1900-year...
66•divbzero•2h ago•32 comments

Kimi K3: Open Frontier Intelligence

https://www.kimi.com/blog/kimi-k3
1446•vincent_s•15h ago•874 comments

Pebble Mega Update – July 2026

https://repebble.com/blog/pebble-mega-update-july-2026
36•crazysaem•2h ago•1 comments

An Engineer's Guide to USB Typе-С (2024)

https://www.ti.com/lit/eb/slyy228/slyy228.pdf?ts=1759892558029
100•gregsadetsky•6d ago•1 comments

GrapheneOS recommended for domestic abuse victims

https://privacypros.com.au/privacy-hub/articles/dv-safe-phone-australia/
74•aussieguy1234•4h ago•45 comments

Microsoft Comic Chat is now open source

https://opensource.microsoft.com/blog/2026/07/16/microsoft-comic-chat-is-now-open-source/
619•jervant•14h ago•139 comments

Decoy Font

https://www.mixfont.com/experiments/decoy-font
488•ray__•14h ago•116 comments

LM Studio Bionic: the AI agent for open models

https://lmstudio.ai/blog/introducing-lm-studio-bionic
208•minimaxir•10h ago•73 comments

$100 AI Music Video: Claude Fable 5 vs. GPT-5.6 Sol

https://www.tryai.dev/blog/ai-music-video-arena-claude-vs-gpt-5.6
212•hershyb_•10h ago•246 comments

The Little Book of Reinforcement Learning

https://github.com/alxndrTL/little-book-rl/
97•mustaphah•7h ago•11 comments

Solod: Go can be a better C

https://solod.dev
96•koeng•3d ago•28 comments

NotebookLM is now Gemini Notebook

https://blog.google/innovation-and-ai/products/gemini-notebook/notebooklm-gemini-notebook/
285•xnx•14h ago•144 comments

Starlink from 1984

https://nemanjatrifunovic.substack.com/p/starlink-from-1984
9•ingve•5d ago•1 comments

M 3.9 Experimental Explosion – 147 Km ENE of Ponce Inlet, Florida

https://earthquake.usgs.gov/earthquakes/eventpage/us7000t13l/executive
52•hnburnsy•5h ago•23 comments

UIUC AI Teaching Assistant

https://github.com/Center-for-AI-Innovation/ai-teaching-assistant-uiuc
12•teleforce•4h ago•0 comments

How Our Rust-to-Zig Rewrite Is Going

https://rtfeldman.com/rust-to-zig
476•jorangreef•18h ago•247 comments

Old Icons

https://leancrew.com/all-this/2026/07/old-icons/
28•zdw•5d ago•6 comments

Mathematics of Data Science

https://arxiv.org/abs/2607.11938
134•Anon84•9h ago•4 comments

Simulating everything, sort of: The promise and limits of world models

https://arstechnica.com/ai/2026/07/simulating-everything-sort-of-the-promise-and-limits-of-world-...
26•LorenDB•3d ago•1 comments

Detecting LLM-Generated Texts with “Classical” Machine Learning

https://blog.lyc8503.net/en/post/llm-classifier/
180•uneven9434•13h ago•122 comments

Immersive Linear Algebra Book with Interactive Figures (2015)

https://immersivemath.com/ila/
194•srean•14h ago•26 comments

Helium escaping from atmosphere of nearby rocky exoplanet in a habitable zone

https://www.science.org/doi/10.1126/science.aea9708
87•anyonecancode•9h ago•25 comments

'Likweli': A new monkey species discovered in the Congo Basin

https://news.yale.edu/2026/07/15/meet-likweli-new-monkey-species-discovered-congo-basin
68•gmays•8h ago•13 comments

The human-in-the-loop is tired

https://pydantic.dev/articles/the-human-in-the-loop-is-tired
137•haritha1313•6h ago•74 comments

Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning

https://arxiv.org/abs/2607.12395
47•binyu•8h ago•15 comments

Pseudpocalypse

https://dynomight.net/pseudpocalypse/
106•surprisetalk•2d ago•64 comments

Show HN: Clx – Compile Lua to Native Executables Through C++20

https://github.com/samyeyo/clx
105•_samt_•5d ago•11 comments

What loss.backward() actually does

https://oraziorillo.com/blog/what-loss-backward-actually-does/
7•oraziorillo•5d ago•2 comments

CD sales growth outpaced vinyl in the first half of 2026

https://consequence.net/2026/07/the-cd-revival-is-getting-hard-to-ignore/
86•speckx•13h ago•101 comments

Abstracting Effects with Continuations

https://crowdhailer.me/2026-07-15/abstracting-effects-with-continuations/
57•crowdhailer•19h ago•2 comments