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Ask HN: What did you learn last month? (July 2026)

4•bhu1st•1h ago
What did you learn recently? What concept finally "clicked" for you?

Comments

WheelsAtLarge•1h ago
Current AI can hack servers better than most hackers.
maerF0x0•11m ago
I've been working on the course https://www.coursera.org/specializations/machine-learning-in... . No news to anyone on here, but new to me.

Speculative Decoding, Visualized

https://www.adaptive-ml.com/post/speculative-decoding-visualized
1•krackers•37s ago•0 comments

Optimal Elevator Placement

https://jslandy.com/elevators/
1•efavdb•2m ago•0 comments

The "memory shortage" that no one saw coming

https://greyenlightenment.com/2026/07/28/the-memory-shortage-no-one-saw-coming/
1•paulpauper•5m ago•0 comments

OPM finalizes rules expanding its power over RIFs, employee appeals

https://www.govexec.com/workforce/2026/07/opm-finalizes-rules-expanding-its-power-over-rifs-emplo...
1•WaitWaitWha•6m ago•0 comments

Rare footage of humpback whale birth captured on drone video

https://www.cbsnews.com/news/humpback-whale-birth-drone-video/
1•WaitWaitWha•8m ago•0 comments

Send a file from this browser as a stream of QR codes

https://app.transfqr.com
1•mohyware•9m ago•0 comments

His Wedding Guests Were Arriving–Just as His $45B Fund Was Falling Apart

https://www.wsj.com/finance/leopold-aschenbrenner-situational-awareness-ai-fund-597633d3
1•oliver236•10m ago•0 comments

Salmon Hat

https://en.wikipedia.org/wiki/Salmon_hat
2•1659447091•18m ago•0 comments

AI Visibility Evidence Model: Five Factors, Graded by Evidence

https://www.richresults.ai/evidence.html
1•spetschinka•19m ago•0 comments

The year Claude users sued over limits is the year the limits mostly went up

https://okaneland.com/study/claude-code-limits/
2•ermantrout•20m ago•0 comments

Requirements for Interference-Tolerant Radio Altimeter Systems

https://www.federalregister.gov/documents/2026/01/07/2026-00051/requirements-for-interference-tol...
1•Jimmc414•20m ago•0 comments

Explorative Modeling – A new axis for pre-training

https://arxiv.org/abs/2607.27372
2•piesauce•21m ago•2 comments

Looking inside a 1970s PROM chip that stores data in microscopic fuses (2019)

https://www.righto.com/2019/07/looking-inside-1970s-prom-chip-that.html
1•Jimmc414•22m ago•0 comments

Uranium in cobalt-hydroxide exports from the Democratic Republic of the Congo

https://www.nature.com/articles/s41467-026-75910-z
1•Jimmc414•22m ago•0 comments

Freeze the model, train the harness: gains transfer across LLMs and benchmarks

https://www.henrypan.com/blog/2026-07-18-harness-training/
1•megadragon9•23m ago•0 comments

File transfer using animated QR codes

https://www.reddit.com/r/vibecoding/comments/1vawz1e/had_an_idea_for_air_gapped_file_transfer_abl...
2•jv22222•25m ago•1 comments

Proactive V Reactive; from a Startup Founder's Perspective

https://blog.nathanlangley.dev/posts/proactive-ai.html
1•ninjahawk1•26m ago•0 comments

LLM speculative decoding explained simply

https://jwlabs.vercel.app/post/speculative-decoding-first-principles
1•shreybirmiwal•27m ago•0 comments

Benchmark: 68x faster than AWS DMS for real-time CDC

https://www.artie.com/blogs/artie-vs-aws-dms
3•j-cheong•27m ago•0 comments

NoMachine ditches free edition and forums

https://www.reddit.com/r/NoMachine/comments/1vb6y3o/nomachine_ditches_free_edition_and_forums/
1•pacman128•27m ago•0 comments

How to measure the performance of a quantum computer

https://www.ibm.com/quantum/blog/hardware-metrics-2026
1•mrkO99•32m ago•0 comments

Show HN: SmokeVPN – All-in-One WireGuard VPN Hub – Switch Exits in Realtime

https://smokevpn.com
3•lobito25•38m ago•1 comments

Why Journalism Matters to Democracy (2025)

https://cjmd.com.uw.edu/why-journalism-matters-to-democracy/
2•1659447091•40m ago•0 comments

Texas bans THC cannabinoids except delta-9, except edibles and drinks

https://www.khou.com/article/news/local/texas/texas-thc-ban-2026-delta-8-delta-10-hemp-products-l...
3•burnt-resistor•40m ago•0 comments

A Safe Path to Open Weights

https://thinkingmachines.ai/blog/a-safe-path-to-open-weights/
2•stokedmartin•49m ago•0 comments

Readable ad-hoc commands agent skill

https://github.com/a-b/readable-ad-hoc-commands
1•a-b•50m ago•0 comments

How to Exist

https://www.raptitude.com/2026/07/how-to-exist/
4•walterbell•51m ago•0 comments

US Treasury undertakes historic intervention in yen market

https://www.ft.com/content/0f9b2fe7-bde4-4f5f-b49e-93ccb5da9ea8
4•petethomas•57m ago•1 comments

Random Thoughts of Lineage and Death

1•kooi•1h ago•0 comments

Global temperature changes from 12,000 weather stations (1850-2026)

https://github.com/reflex-dev/xy/discussions/419
7•palashawas•1h ago•0 comments