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Keystone Titles: Organize 100–500 Variants and Prevent LLM Looping

https://lightcapai.medium.com/keystone-titles-as-gravity-wells-clustering-hundreds-of-variants-loop-proofing-ai-writing-71f2ca158acb
1•WASDAai•1h ago

Comments

WASDAai•1h ago
TL;DR: A single, well-scoped keystone title can anchor 100–500 focused variants, while loop‑breakers (constraint pivots, perspective swaps, anti‑bigram caps) keep LLM ideation and drafting from echoing templates.

Show HN: A self-hosted social network where your Ethereum address is your ID

https://github.com/epressworld/epress
1•garbinhuang•22s ago•0 comments

New Model Scheduling

https://ollama.com/blog/new-model-scheduling
1•wertyk•1m ago•0 comments

Ask HN: How do you expose telemetry data to non-tech?

2•mehdig10•2m ago•1 comments

Ask HN: I went to prison and can't recover my Google Workspace. What to do?

2•ripmyworkspace•3m ago•0 comments

Memory Management in Beam: Why Erlang Never Runs Out

https://medium.com/@kanishks772/memory-management-in-beam-why-erlang-never-runs-out-b35087af3612
1•giancarlostoro•4m ago•0 comments

Just Let Me Select Text

https://aartaka.me/select-text.html
2•ayoisaiah•6m ago•0 comments

Innosilicon Fenghua 3 GPU with DirectX12, HW ray tracing support, RISC-V CPU

https://videocardz.com/newz/innosilicon-unveils-fenghua-3-gpu-with-directx12-support-and-hardware...
2•fork-bomber•6m ago•0 comments

Address matching using a fault tolerant trie

https://www.robinlinacre.com/fault_tolerant_trie/
2•RobinL•6m ago•0 comments

Show HN: Project health insights for critical open source

https://insights.linuxfoundation.org/
1•jonathan_re•6m ago•0 comments

Record-Breaking DDoS Attack Peaks at 22 Tbps and 10 Bpps

https://www.securityweek.com/record-breaking-ddos-attack-peaks-at-22-tbps-and-10-bpps/
1•Bender•7m ago•1 comments

GeoServer Flaw Exploited in US Federal Agency Hack

https://www.securityweek.com/geoserver-flaw-exploited-in-us-federal-agency-hack/
1•Bender•8m ago•0 comments

Rocks, Pebbles, Sand: How to implement in practice (2020)

https://longform.asmartbear.com/rocks-pebbles-sand/
2•tosh•10m ago•0 comments

YC sending mass spam through GitHub issues

https://github.com/notify-ycombinator/ycombinator/issues
1•not_your_vase•10m ago•4 comments

Don't even consider starting with Microsoft

https://lionelbarrow.substack.com/p/dont-even-consider-starting-with
1•lbarrow•11m ago•1 comments

Ask HN: Human in the loop error reporters: your thoughts?

1•oresorus•11m ago•0 comments

UK agency makes arrest in airport cyberattack investigation

https://www.theregister.com/2025/09/24/uk_agency_makes_arrest_in/
1•Bender•11m ago•1 comments

From Steam to Floppy: Porting Modern TypeScript to Run on DOS

https://jimb.ly/2025/09/23/qauntumpulse-from-steam-to-floppy/
2•todsacerdoti•15m ago•0 comments

Google-sponsored DORA report reframes AI as central to software development

https://www.theregister.com/2025/09/24/googlesponsored_dora_report_reframes_ai/
2•rntn•16m ago•0 comments

Gauss, an Agent for Autoformalization

https://www.math.inc/gauss
1•Gedxx•17m ago•0 comments

Qosh Tepa Canal: over 100 miles, Taliban largest engineering project

https://en.wikipedia.org/wiki/Qosh_Tepa_Canal
1•vinnyglennon•19m ago•0 comments

Cloudflare Turns 15: The Origin Story from Its Co-Founders

https://www.youtube.com/watch?v=I5m27tO78Ek
1•emot•20m ago•0 comments

'Send a clear message': law firm's dirty tactics on behalf of $4B crypto scam

https://www.thebureauinvestigates.com/stories/2025-09-23/send-a-clear-message-law-firms-dirty-tac...
4•latein•21m ago•1 comments

Europe gets another year of Windows 10 updates for free [pdf]

https://www.euroconsumers.org/wp-content/uploads/2025/09/Euroconsumers_vs_Microsoft_092025.pdf
3•teekert•21m ago•1 comments

Components as Data

https://medium.com/@nathanacurtis/components-as-data-2be178777f21
1•vinaythoke•22m ago•0 comments

Send (real) money with Python in 49 currencies

https://vineyard-payments.com/send-real-money-with-python-in-49-currencies/
2•adamkurkiewicz•27m ago•2 comments

Multi-tenant dashboards in SaaS: how Embeddable solved security and scale

https://embeddable.com/blog/multi-tenant-dashboards-in-saas-how-embeddable-handles-security-and-s...
1•hjkm•28m ago•0 comments

Show HN: A simple file conversion API

https://converthub.com/api
1•venelinkochev•29m ago•0 comments

Software substrates: should there be only one? [pdf]

https://www.humprog.org/~stephen/research/papers/kell25substratus.pdf
1•todsacerdoti•29m ago•0 comments

Inflammatory pain in mice has light cycle-dependent effects on sleep

https://www.nature.com/articles/s41386-025-02152-w
1•PaulHoule•30m ago•0 comments

The surprisingly lucrative business of making a list of 500 stocks

https://www.npr.org/sections/planet-money/2025/09/23/g-s1-90054/how-does-the-s-p-500-work
2•andsoitis•30m ago•0 comments