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Show HN: Why Neural Networks Need He Init, Clipping, and Momentum

https://sbondaryev.dev/articles/he-init-clipping-momentum
1•sbondaryev•1h ago
Hi HN,

I made an interactive guide showing why neural networks need specific training techniques.

Start with a simple network trying to learn x². Each section introduces a problem like gradient explosion or dead neurons and shows the fix that solves it using ReLU activation, He initialization, gradient clipping, and momentum.

All code is editable and runs in the browser.

FLUX.2 [Klein]: Towards Interactive Visual Intelligence

https://bfl.ai/blog/flux2-klein-towards-interactive-visual-intelligence
1•meetpateltech•42s ago•0 comments

Researchers use Apple Watch to train a disease-detection AI

https://www.wareable.com/health-and-wellbeing/empirical-health-mit-jets-ai-health-tracking-model-...
1•brandonb•1m ago•0 comments

How local network privacy could you

https://eclecticlight.co/2026/01/14/how-local-network-privacy-could-affect-you/
1•lladnar•1m ago•0 comments

Researchers find trees could spruce up future water conservation efforts

https://phys.org/news/2025-12-trees-spruce-future-efforts.html
1•PaulHoule•1m ago•0 comments

From Blobs to Managed Context: Why AI Applications Need a Stateful Context Layer

https://zhihanz.github.io/posts/from-blobs-to-managed-context/
1•georgehe9•2m ago•0 comments

Latency Monitor: lightweight tool for TCP and UDP monitoring

https://mirceaulinic.net/2026-01-15-latency-monitor/
1•mirceaulinic•2m ago•1 comments

Is a billion dollars still cool?

https://restofworld.org/2026/unicorn-billion-dollar-startups/
1•donohoe•3m ago•0 comments

Wikipedia signs AI training deals with Microsoft, Meta, and Amazon

https://arstechnica.com/ai/2026/01/wikipedia-will-share-content-with-ai-firms-in-new-licensing-de...
1•AdmiralAsshat•3m ago•0 comments

Pokemon Friends: a scam with cute characters

https://ivie.codes/page/pokemon-friends
1•Charmunk•3m ago•0 comments

Protest Movements Could Be More Effective Than the Best Charities (2022)

https://ssir.org/articles/entry/protest_movements_could_be_more_effective_than_the_best_charities
1•1d22a•3m ago•0 comments

Training large language models on narrow tasks can lead to broad misalignment

https://www.nature.com/articles/s41586-025-09937-5
1•Anon84•5m ago•0 comments

Supercharge Your Bun Workflow with bun-tasks

https://github.com/gxy5202/bun-tasks
1•gxy5202•5m ago•1 comments

Can LLMs Express Their Uncertainty? Not

https://arxiv.org/abs/2306.13063
2•apwheele•6m ago•0 comments

Quest for a drug that lowers an artery-clogging particle nears finish line

https://www.washingtonpost.com/health/2026/01/02/lpa-heart-clinical-trial-treatment/
1•brandonb•7m ago•0 comments

What is the business behind publishing AI models?

1•john1203•7m ago•0 comments

Building software with AI loops: 12 observations from Geoff Huntley (Ralph)

https://twitter.com/jaimefjorge/status/2011381315929583747
1•jaimefjorge•10m ago•0 comments

Using Replit and Cursor to build the same app

https://blog.engora.com/2026/01/replit-vs-cursor-who-wins.html
2•Vermin2000•10m ago•0 comments

Self-Evolving Search Agents Without Training Data

https://twitter.com/dair_ai/status/2011458048443994185
1•kewun•10m ago•0 comments

A Pathway to Privacy from AI – while using it?

https://angadh.com/claude-code-project-1-follow-up-1
1•gmays•11m ago•0 comments

Secure containers market: from men's room at Taylor Swift concert to NBA finals

https://www.chainguard.dev/unchained/well-that-escalated-quickly-zero-cves-lots-of-vendors
1•prdonahue•11m ago•0 comments

My Opinion on Spelling Run Time vs. Run-Time vs. Runtime

https://bobrubbens.nl/post/my-opinion-on-spelling-runtime/
1•birdculture•12m ago•0 comments

Daily News Aggregator and Reader

https://github.com/lucianmarin/news
1•lcnmrn•12m ago•0 comments

Linux network interface names have a length limit, and Netplan

https://utcc.utoronto.ca/~cks/space/blog/linux/NetworkInterfaceNameLenthLimit
1•speckx•12m ago•0 comments

Read my January 2026 Newsletter

https://static.philippdubach.com/newsletter/newsletter-2026-01.html
5•7777777phil•13m ago•2 comments

Combining 143 World War II movies into one series (2024)

https://ww2supercut.substack.com/p/combining-143-world-war-ii-movies
1•codechicago277•14m ago•0 comments

SaaS Is Not Dead

https://keygen.sh/blog/saas-is-not-dead/
1•ezekg•14m ago•0 comments

Show HN: RepoEngine – turn repos and docs into a shared knowledge layer

https://repoengine.com/
1•shuvrokhan•14m ago•0 comments

Utah's other Great Salt Lake is underground, ancient, deep .and fresh

https://phys.org/news/2026-01-utah-great-salt-lake-underground.html
1•Brajeshwar•15m ago•0 comments

IT Army of Ukraine Social Media Service

https://activeness.social
1•TigerUniversity•15m ago•0 comments

Human Native is joining Cloudflare

https://blog.cloudflare.com/human-native-joins-cloudflare/
2•barlog•15m ago•0 comments