#rlm — Public Fediverse posts

The Crank Movies!! - re:View
#rlm #redlettermedia #crank

https://youtu.be/BrCxgyxciJo

The Crank Movies!! - re:View
#rlm #redlettermedia #crank

https://youtu.be/BrCxgyxciJo

The Crank Movies!! - re:View
#rlm #redlettermedia #crank

https://youtu.be/BrCxgyxciJo

Star Trek: Voyager Season One - re:View
#rlm #redlettermedia #startrek #startrekvoyager

https://youtu.be/J8uLWPHu1sI

Red Letter Media - Star Trek: Voyager Season One - re:View

Awe hell yeah baby. 2 fucking hours! wow!

I havent even watched Voyager. This will be great! LFG

#redletterMedia #rlm #richevans #mikestoklasa #startrek #startrekvoyager

Red Letter Media - Star Trek: Voyager Season One - re:View

Awe hell yeah baby. 2 fucking hours! wow!

I havent even watched Voyager. This will be great! LFG

#redletterMedia #rlm #richevans #mikestoklasa #startrek #startrekvoyager

Red Letter Media - Star Trek: Voyager Season One - re:View

Awe hell yeah baby. 2 fucking hours! wow!

I havent even watched Voyager. This will be great! LFG

#redletterMedia #rlm #richevans #mikestoklasa #startrek #startrekvoyager

Red Letter Media - Star Trek: Voyager Season One - re:View

Awe hell yeah baby. 2 fucking hours! wow!

I havent even watched Voyager. This will be great! LFG

#redletterMedia #rlm #richevans #mikestoklasa #startrek #startrekvoyager

RLMs prove that there is hidden unlockable fluid intelligence in LLMs, specifically on tasks that require genuine test-time reasoning, where no amount of memorisation helps, e.g. ARC-AGI-2

Couple of condensed points:

- REPL-as-environment pattern is general, not just long-context trick. RLM paper uses long context as the motivating use case for writing symbolic programs over the input prompt, but the pivotools / Symbolica papers show agentic coding (persistent REPL + iterative interaction + optional recursive self-calling) dramatically improves reasoning on short-context tasks too

- RLM is a third scaling axis alongside Chain-of-Thought and tool calling, where RLM controls behaviour for context management.

- RLM trajectories are a trainable objective via RL, improvements shown when fine tuning for RLM trajectories

- Underlying mechanism for grounding LLM reasoning in concrete code execution and feedback has broad applicability.

- recursive delegation provides real additional gain
- interleaved thinking currently fragile but transformative: pivotools complained that many inference providers and open-weight models respond without actually doing interleaved reasoning

#LLM #AI #RLM #Research

#RedLetterMedia robią podsumowanie filmów Sama Raimiego. :) #RLM
https://youtu.be/H4UxU0mu06M

[Перевод] Рекурсивные языковые модели (RLM) – парадигма 2026 года

Команда AI for Devs подготовила перевод большого исследовательского материала о рекурсивных языковых моделях (RLM). Авторы разбирают, почему простое увеличение контекстного окна больше не решает проблему долгоживущих агентов, и показывают альтернативу: обучение моделей активному управлению собственным контекстом через context folding и под-LLM. Статья основана на обширных экспериментах и даёт практический взгляд на то, каким может быть следующий шаг в развитии LLM-агентов.

https://habr.com/ru/articles/985628/

#агенты #llm #scaffolding #rlm #agent #agentic_ai

This is a beautiful bit of prose talking a bit about the state of Western cinematic art.

(from the description of Best of The Worst: Plinketto #12 by Red Letter Media (https://www.youtube.com/watch?v=XGki5Lr_ISw).)

As the age of movies draws to a close, the boys at RLM are happy to have a very large collection of trash films that have been produced and released in the decades past. Films made by weird independent studios, cheapskate con-artists, and legit insane people. Exploitation films, movies with confusing plots, weird filmmaker visions that make no sense, embarrassing performances, terrible films made for the sole purpose so a perverted old man can open-mouth kiss an uncomfortable and disgusted young woman, awful discount and often reused visual FX, and some of the world’s ugliest people. Needless to say, unless you’re Donald Farmer, they don’t make them like they used to. Films today are made by Studios, Netflix, Amazon, etc and undergo a rigorous procedural vetting process. Algorithm compliance, plot beats calculated by computers to maximum engagement statistical sever product farming, actors and actresses that are “comfortable” and “safe” on set (if there is a set). Committees of lawyers, writers, producers and input content analytical engineers who have MBA and degrees from MIT to computer calculate the ultimate streaming product that will provide maximum efficiency for the data and number crunchers to release and stream said products to shareholder satisfaction.

Thankfully, time has not eroded away our VHS and DVDs that showcase a magical time when artists took risks. Made a movie based on a singular weird idea that wasn’t tested before a focus group. These movies are real, raw, and disturbing, but often magical. When we pop a tape in or a DVD we never really know what’s going to happen. I’m glad you are all here to join us on this seemingly never-ending adventure into 1s and 0s and magnetic tape stock to discover what humans have created before the dark times. Before the Empire.

Also Rich Evans is now wearing a toupee. Now THAT’S embarrassing.

#artisdead #baldies #consolidation #corpos #designbycommittee #groan #hrisintheroom #movies #murikanpuritans #pearlclutching #prigs #puritans #redlettermedia #rlm #sigh #suits

Ansichtskarte “Bigge (Sauerland)”

https://privatarchiv.rzgierskopp.de/1943/12/ansichtskarte-bigge-sauerland-1943/

#Ansichtskarten #Bigge #BuchhorstBerg #FirmenInFredeburg #Fredeburg #ImHagenBerg #JosefsGesellschaftBigge #Josefsheim #KriegUndNachkriegszeit #Landschaft #PfarrkircheStMartinBigge #StadtOlsberg #StadtSchmallenberg #VerlagGrobbel #ZweiterWeltkrieg #newsletter0422 #nl2409 #postcard #Reichsluftfahrtministerium #RLM #Sauerland

Ansichtskarte “Bigge (Sauerland)”

https://privatarchiv.rzgierskopp.de/1943/06/ansichtskarte-bigge-sauerland-1943-2/

#Ansichtskarten #Bigge #BuchhorstBerg #ElisabethKlinikBigge #FirmenInFredeburg #Fredeburg #Gesundheit #Helmeringhausen #ImHagenBerg #JosefsGesellschaftBigge #Josefsheim #Landschaft #PfarrkircheStMartinBigge #StadtOlsberg #StadtSchmallenberg #VerlagGrobbel #newsletter0422 #postcard #Reichsluftfahrtministerium #RLM

Finally paid speech at work #RLM #RFM #MLM #RichWhite #RichMastodon #RichBread #WhiteBread 😈

Finally paid speech at work #RLM #RFM #MLM #RichWhite #RichMastodon #RichBread #WhiteBread 😈

Ansichtskarte „Bigge (Sauerland)“

https://privatarchiv.rzgierskopp.de/1943/12/ansichtskarte-bigge-sauerland-1943/

#postcard #Reichsluftfahrtministerium #RLM #Sauerland #Ansichtskarten

RLM-Toolkit: Полная замена LangChain? FAQ часть 2

LangChain — стандарт. Но что если у вас 1M+ токенов? Честное сравнение RLM-Toolkit: 287 интеграций, 10M+ контекст, H-MEM память. Когда какой использовать?

https://habr.com/ru/articles/987250/

#LLM #LangChain #RLM #RAG #агенты #Python #память_LLM #контекст #InfiniRetri #HMEM

RLM: Почему ваш LLM-агент забывает цель и как это исправить

Ваш LLM-агент забывает цель через 10 шагов? Контекст "гниёт" на длинных документах? Модель галлюцинирует? Разбираем 10 реальных проблем LLM-приложений и паттерн RLM, который их обходит — без замены модели. С примерами кода и FAQ для новичков.

https://habr.com/ru/articles/986836/

#llm #rlm #agents #context #python

RLM-Toolkit v1.2.1: Теоретические основы и оригинальные разработки

От теоремы Шеннона 1948 года до pip install rlm-toolkit 2026 года. 78 лет фундаментальной науки в одной библиотеке.

https://habr.com/ru/articles/986702/

#RLM #LLM #RAG #криптография #AES256 #Information_Bottleneck #сжатие_контекста #MCP #AI_Security #SENTINEL

RLM-Toolkit: Полное руководство по обработке 10M+ токенов

Почему LangChain не справляется с 10M+ токенов? Разбираемся в RLM — новой парадигме обработки контекста с InfiniRetri (100% accuracy на Needle-in-Haystack), CIRCLE-безопасностью и поддержкой 75+ провайдеров. Полный туториал с кодом.

https://habr.com/ru/articles/986280/

#RLM #LLM #RAG #InfiniRetri #LangChain #AI_Security #Python #контекст #токены #embeddings

#RedLetterMedia ze świątecznym odcinkiem Best of the Worst! #RLM
https://youtu.be/TibXnvtziRI

Napisałem zabawny komentarz pod ostatnim filmikiem #RLM dotyczącym #AIslop i... prawie 2k polubień.

Noice. :3

Half in the Bag: Top 10 Horror Movies (2024) Part 2
#rlm #redlettermedia #halfinthebag #horror #horrormovies

https://youtu.be/CXOqLCPAH4c

Zapytałem @frozette, co mógłbym tu dziś wrzucić - odparła, że może by tak przypomnieć ranking Red Letter Media dotyczący filmów Johna Carpentera. I wiecie co? Ma absolutną rację! ;)
#RLM #JohnCarpenter

Cz. 1: https://www.youtube.com/watch?v=H_Nt1_TWdv0
Cz. 2: https://www.youtube.com/watch?v=EEpRbgXT0z4
Cz. 3: https://www.youtube.com/watch?v=dSuKs44w_vI

Half in the Bag: Top 10 Horror Movies (2024) Part 1
#rlm #redlettermedia #horror #horrormovies

https://youtu.be/_8AhWVn-KiE

https://www.reddit.com/r/RedLetterMedia/comments/1fvbr3e/rich_for_ya_nerds/

#redlettermedia #rlm #richevans

Are there any nostalgic retro RPG enthusiasts who are also fans of Red Letter Media, or is it just the two of us? We have hidden - or rather displayed in plain sight if you know RLM - a couple of references to things heard or seen in their videos in our game. If you're in that overlap and decide to play it (https://entangledpear.itch.io/fairy-tales), we hope they will amuse you slightly and warm the cockles of your heart. (Screenshot is relevant, trust us).
#redlettermedia #RLM #retrogaming #freegames #indiegame

Oh god, why did you shave all that hair off, Jay?!! 😞

#rlm #redlettermedia

Was looking at seeing a movie tonight.....No. Just no. 25 years isn't far enough away from the memories of this movie. The only way I would ever watch this again is with #RedLetterMedia #RLM audio commentary.

@TCD I thought for a second it said "Alien Breen" and was nearly the most scared I've ever been #redlettermedia #rlm #eyesonbreen

Half in the Bag: 2025 Mid-Year Catch-up
#rlm #redlettermedia #halfinthebag #RestlessMovie #PeeWeeasHimself #MarshmallowMovie #MancunianMan #DeadMail #FriendshipMovie #FinalDestinationBloodlines #TheOtherMovie

https://youtu.be/1tePkLTMPlg

Half in the Bag: 2025 Mid-Year Catch-up
#rlm #redlettermedia #halfinthebag #RestlessMovie #PeeWeeasHimself #MarshmallowMovie #MancunianMan #DeadMail #FriendshipMovie #FinalDestinationBloodlines #TheOtherMovie

https://youtu.be/1tePkLTMPlg

Half in the Bag: 2025 Mid-Year Catch-up
#rlm #redlettermedia #halfinthebag #RestlessMovie #PeeWeeasHimself #MarshmallowMovie #MancunianMan #DeadMail #FriendshipMovie #FinalDestinationBloodlines #TheOtherMovie

https://youtu.be/1tePkLTMPlg

Still pissed off. Trying to take my mind off things with #Skoventyr and the #RLM #StarWars Holiday Special #BOTW.

https://youtu.be/_CtUd0yuYN4?si=dXS977XdhPaoORAe

#boardgames #soloboardgaming

I’m having Hans from germancucker for brunch #CME #MOC #SLM #RLM #MLM #MFR #LLR #LLM #LLW #SMM #RichMastodon #RichBoss #RichDick #DickRich #DickWhite #WhiteDick #DickMan #WhiteFace #DoctorWhite #WhiteDoctor #RichDoctor #TwoWords #GrowUp #RichLawyers #RichInternship #WorkBitch #OpenDoorPolicy #Richflation #PaidThoughts #PaidSpeech #PaidMarket #PaidMen #PaidAnswer #WhiteMonday #IAmTheSenate #RichMen #SelfMadeMen #WhiteTrespassing #AlwaysWhite #AlwaysRight #AlwaysRich #AlwaysFamous #RichDiamond #WhiteDiamond #BillionaireMaker 😈

MILFs keep trying to mind control me, they’ve no idea I’ve trained my mind against all their tactics #CME #MOC #SLM #RLM #MLM #MFR #LLR #LLM #LLW #SMM #RichMastodon #RichBoss #RichDick #DickRich #DickWhite #WhiteDick #DickMan #WhiteFace #DoctorWhite #WhiteDoctor #RichDoctor #TwoWords #GrowUp #RichLawyers #RichInternship #WorkBitch #OpenDoorPolicy #Richflation #PaidThoughts #PaidSpeech #PaidMarket #PaidMen #PaidAnswer #WhiteMonday #IAmTheSenate #RichMen #SelfMadeMen #WhiteTrespassing #AlwaysWhite #AlwaysRight #AlwaysRich #AlwaysFamous #RichDiamond #WhiteDiamond #BillionaireMaker 😈

Behind every successful man there’s a woman & behind every unsuccessful man there’re two, behind me is an army of self made women #CME #MOC #SLM #RLM #MLM #MFR #LLR #LLM #LLW #SMM #RichMastodon #RichBoss #RichDick #DickRich #DickWhite #WhiteDick #DickMan #WhiteFace #DoctorWhite #WhiteDoctor #RichDoctor #TwoWords #GrowUp #RichLawyers #RichInternship #WorkBitch #OpenDoorPolicy #Richflation #PaidThoughts #PaidSpeech #PaidMarket #PaidMen #PaidAnswer #WhiteMonday #IAmTheSenate #RichMen #SelfMadeMen #WhiteTrespassing #AlwaysWhite #AlwaysRight #AlwaysRich #AlwaysFamous #RichDiamond #WhiteDiamond #BillionaireMaker 😈

@velexiraptor it’s a workday butch, work butch! #CME #MOC #SLM #RLM #MLM #MFR #LLR #LLM #LLW #SMM #Replyman #RichMastodon #RichBoss #RichDick #DickRich #DickWhite #WhiteDick #DickMan #WhiteFace #DoctorWhite #WhiteDoctor #RichDoctor #TwoWords #GrowUp #RichLawyers #RichInternship #WorkBitch #OpenDoorPolicy #Richflation #PaidThoughts #PaidSpeech #PaidMarket #PaidMen #PaidAnswer #WhiteMonday #IAmTheSenate #RichMen #SelfMadeMen #WhiteTrespassing #AlwaysWhite #AlwaysRight #AlwaysRich #AlwaysFamous #RichDiamond #WhiteDiamond #BillionaireMaker 😈

@georgespolitzer yet they won’t celebrate their birthdays by being my dinner #CME #MOC #SLM #RLM #MLM #MFR #LLR #LLM #LLW #SMM #Replyman #RichMastodon #RichBoss #RichDick #DickRich #DickWhite #WhiteDick #DickMan #WhiteFace #DoctorWhite #WhiteDoctor #RichDoctor #TwoWords #GrowUp #RichLawyers #RichInternship #WorkBitch #OpenDoorPolicy #Richflation #PaidThoughts #PaidSpeech #PaidMarket #PaidMen #PaidAnswer #WhiteMonday #IAmTheSenate #RichMen #SelfMadeMen #WhiteTrespassing #AlwaysWhite #AlwaysRight #AlwaysRich #AlwaysFamous #RichDiamond #WhiteDiamond #BillionaireMaker #RichTILF 😈

@georgespolitzer I’ve taught them well #CME #MOC #SLM #RLM #MLM #MFR #LLR #LLM #LLW #SMM #Replyman #RichMastodon #RichBoss #RichDick #DickRich #DickWhite #WhiteDick #DickMan #WhiteFace #DoctorWhite #WhiteDoctor #RichDoctor #TwoWords #GrowUp #RichLawyers #RichInternship #WorkBitch #OpenDoorPolicy #Richflation #PaidThoughts #PaidSpeech #PaidMarket #PaidMen #PaidAnswer #WhiteMonday #IAmTheSenate #RichMen #SelfMadeMen #WhiteTrespassing #AlwaysWhite #AlwaysRight #AlwaysRich #AlwaysFamous #RichDiamond #WhiteDiamond #BillionaireMaker #RichTILF 😈

@Colophonscrawl I’m making you the Regional Governor of RWE #CME #MOC #SLM #RLM #MLM #MFR #LLR #LLM #LLW #SMM #Replyman #RichMastodon #RichBoss #RichDick #DickRich #DickWhite #WhiteDick #DickMan #WhiteFace #DoctorWhite #WhiteDoctor #RichDoctor #TwoWords #GrowUp #RichLawyers #RichInternship #WorkBitch #OpenDoorPolicy #Richflation #PaidThoughts #PaidSpeech #PaidMarket #PaidMen #PaidAnswer #WhiteMonday #IAmTheSenate #RichMen #SelfMadeMen #WhiteTrespassing #AlwaysWhite #AlwaysRight #AlwaysRich #AlwaysFamous #RichDiamond #WhiteDiamond #BillionaireMaker 😈

@lids I’ve taught you well, milf #CME #MOC #SLM #RLM #MLM #MFR #LLR #LLM #LLW #SMM #Replyman #RichMastodon #RichBoss #RichDick #DickRich #DickWhite #WhiteDick #DickMan #WhiteFace #DoctorWhite #WhiteDoctor #RichDoctor #TwoWords #GrowUp #RichLawyers #RichInternship #WorkBitch #OpenDoorPolicy #Richflation #PaidThoughts #PaidSpeech #PaidMarket #PaidMen #PaidAnswer #WhiteMonday #IAmTheSenate #RichMen #SelfMadeMen #WhiteTrespassing #AlwaysWhite #AlwaysRight #AlwaysRich #AlwaysFamous #RichDiamond #WhiteDiamond #BillionaireMaker #RichMILF 😈

@Colophonscrawl shut up, tilf #CME #MOC #SLM #RLM #MLM #MFR #LLR #LLM #LLW #SMM #Replyman #RichMastodon #RichBoss #RichDick #DickRich #DickWhite #WhiteDick #DickMan #WhiteFace #DoctorWhite #WhiteDoctor #RichDoctor #TwoWords #GrowUp #RichLawyers #RichInternship #WorkBitch #OpenDoorPolicy #Richflation #PaidThoughts #PaidSpeech #PaidMarket #PaidMen #PaidAnswer #WhiteMonday #IAmTheSenate #RichMen #SelfMadeMen #WhiteTrespassing #AlwaysWhite #AlwaysRight #AlwaysRich #AlwaysFamous #RichDiamond #WhiteDiamond #BillionaireMaker #RichTILF 😈

May thy trading account lag & freeze #CME #MOC #SLM #RLM #MLM #MFR #LLR #LLM #LLW #SMM #Replyman #RichMastodon #RichBoss #RichDick #DickRich #DickWhite #WhiteDick #DickMan #WhiteFace #DoctorWhite #WhiteDoctor #RichDoctor #TwoWords #GrowUp #RichLawyers #RichInternship #WorkBitch #OpenDoorPolicy #Richflation #PaidThoughts #PaidSpeech #PaidMarket #PaidMen #PaidAnswer #WhiteMonday #IAmTheSenate #RichMen #SelfMadeMen #WhiteTrespassing #AlwaysWhite #AlwaysRight #AlwaysRich #AlwaysFamous #RichDiamond #WhiteDiamond #BillionaireMaker 😈