Stanislav Lvovsky

The shelf life of prompts: why techniques stop working Prompt engineering wisdom doesn't accumulate — it expires. Why techniques that worked on the previous generation of models can hurt the current one, and what to do about it.

Another piece on prompting with another uncomfortable finding: techniques expire.

CoT — the gold standard — now either does nothing or hurts accuracy. A constrained prompting method that gave GPT-4o a 4% boost actively degraded GPT-5.

tinyurl.com/techniquesex...

What you actually control when you write a prompt Most of what you often put in a prompt does something — just not what you think

What you actually control when you write a prompt:

tinyurl.com/prmptcontrol

The 2026 Global Intelligence Crisis - Citadel Securities Citadel Securities is an award-winning global market-maker across a broad array of fixed income and equity products.

Sober note on why there’s no need to panic about AI and jobs. There are natural limits to how fast adoption can happen; also the “collapsing demand + rising productivity” scenario is only feasible under a very unlikely combination of conditions. tinyurl.com/gicr2026

Claude skill/Cowork plugin: English style editor based on Strunk's 'The Elements of Style'. Reviews text for grammar, punctuation, clarity, and conciseness using 18 classic rules of usage and composition: tinyurl.com/styleskill

#ClaudeAI #CoworkPlugin #Proofreading #Anthropic #Writing #ClaudeSkill

GitHub - Halfofthesky/claude-russian-editor: A set of Claude skills implementing Russian editorial and publishing standards A set of Claude skills implementing Russian editorial and publishing standards - Halfofthesky/claude-russian-editor

This is very niche, but still: Claude skills set implementing Russian editorial and publishing standards based on A. E. Milchin & L. K. Cheltsova's 'Publisher's and Author's Handbook'. Plus Cowork plugin: github.com/Halfofthesky...

#Claude #Claudeskills #vibecoding #Russian #Cowork #ClaudeCowork

“Farmers Have No Freedom”: Abuse and Exploitation of Cotton and Wheat Farmers in Uzbekistan The Uzbek government is violating the human and labor rights of cotton and wheat farmers through a coercive state production system, including penalties such as land seizure for not meeting quotas.

📢 Out today!
A new joint report @uzbekforum.bsky.social & @hrw.org based on 75 interviews with farmers in 6 regions of #Uzbekistan & Republic of #Karakalpakstan, expose egregious exploitation of #cotton and wheat farmers.
Read the report here: bit.ly/3OgLnu9

Why ChatGPT Keeps Telling You the Same Story (And a Clever Trick to Fix It) A new study from Stanford and Northeastern reveals why AI language models became so predictable after safety training — and offers a surprisingly simple prompt you can use right now.

Why ChatGPT Keeps Telling You the Same Story (And a Clever Trick to Fix It) tinyurl.com/versamp

Built a tool for searching @archive.org that auto-expands Russian queries into four spelling systems (modern Cyrillic, pre-1918 spelling, ALA-LC romanization, simplified ASCII) and deduplicates results. Bulk download results for any language. Web & desktop.

tinyurl.com/archiveorgbo...

:: это стихотворение ::
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Music: Leto Spectra
Lyrics: sTL

Polish Beats English: What New Research Means for Your AI Usage A groundbreaking benchmark exposes surprising LLM performance gaps — and gives you practical strategies to work around them

Some actionable strategies to improve your results when using AI on long documents

#AI #LLM #context #large_language_models

i’d better be off, then—that’s that || пойду-ка я лучше отсюда, вот что [SOUND]

#midjourney #midjourneyartwork #midjourneyart #midjourneyvideo #urbanart #urbanfauna #urbananimals #creature #creaturedesign #sad #aiart #aivideo #aiartwork

Halloween cat

#cats #catsofinstagram #halloween #halloween🎃 #Midjourney #Midjourneyartwork #midjourneyvideo

bliss is everywhere [SOUND]

#midjourney #midjourneyart #midjourneyartwork #midjourneyvideo #loop #kisses #dogs #dogslovers #aivideo #aivideoart #videoart #vintagestyle

by the sea II

#AIart #aiartvideo #videoart #midjourney #midjourneyvideo #aiartwork #sepia #ai_art #ai_video #aiartcommunity #vintagestyle

red alert

#AIart #aiartvideo #videoart #midjourney #midjourneyvideo #aiartwork #redalert #ai_art #ai_video #aiartcommunity

by the sea I

#midjourneyart #midjourneyvideo #midjourneyai #midjourney #midjourneyartwork #sepia #vintagestyle

Alien Tongue Blues, by Leto Spectra track by Leto Spectra

Where all is alien and poisoned tongue and winds
and howling of savage iron shawms.

#music #bandcamp #alternativepop #experimentalpop #triphop #letospectra

And stars, their fodder, by Leto Spectra track by Leto Spectra

halfofthesky.bandcamp.com/track/and-st...

#music #suno #R&B

•

All in this land is alien and poisoned tongue
and howling winds with savage iron shawms

look left

#midjourney #midjourneyartwork #midjourneyvideo #bears #vintagestyle #sepia

Helloween design I: Black Cat, Intoxicated

Shop here: www.redbubble.com/shop/ap/1738...

#helloween #gifts #giftshop #tshirts #helloween_tshirts #cats #black_cat #helloween_clothes #helloween_gifts

and don't come back

#midjourney #midjourneyart #midjourneyartwork #midjourneyvideo #MidjourneyArt #DigitalArt #AI_video #AI_shorts

into the labyrinth, II

#midjourney #midjourneyart #midjourneyartwork #midjourneyvideo #MidjourneyArt #DigitalArt #ContemporaryArt #AI_video #AI_shorts #vintagestyle #vintagestyle #vintage

not so high above

#midjourney #midjourneyart #midjourneyatwork #midjourneyvideo #school #monochrome

'I ♥ cheeses' T-Shirts and all

SHOP here: tinyurl.com/iluvcheeses

#tshorts #gifts #giftshop #cheese

3 PM emergency alert

#emergencyalert #uk

3 PM emergency alert

#emergencyalert #uk

that fruit, one of a kind

#midjourney #midjourneyvideo #midjourneyartwork #midjourneyart

some where left behind

#midjourney #Midjourneyvideo #midjourneyartwork #surreal #angels

some left, some stayed

#midjourneyart #midjourney
#midjourneyvideo #midjourneyartwork
#collective_memories #cinematic