Armstrong

❤️ anything open source

[Armstrong @foundjem]

Structural Anchors and Reasoning Fragility:Understanding CoT Robustness in LLM4Code — explained simply via @gistdotscience https://t.co/Qou18tnjCZ

[NeurIPS Conference @NeurIPSConf]

The NeurIPS 2026 Call for Papers is now live: https://t.co/A34eIl225j

Abstracts are due May 4, 2026 (AOE), with full papers due May 6, 2026 AOE.

Please review the key changes to submissions this year https://t.co/9TITRP6kce, as well as our new initiative for Strengthening Area Chair Engagement and Calibration at NeurIPS 2026 https://t.co/JvG8xwBKAO

[Armstrong @foundjem]

Book

[Suryansh Tiwari @Suryanshti777]

This AI System Design guide teaches RAG better than most courses.

And I'm giving it away for free (Only for First 4500)

Inside:
• RAG fundamentals & chunking strategies
• Hybrid retrieval (BM25 + vector search)
• Production-level RAG architecture
• Evaluation & RAGAS metrics
• Hallucination reduction techniques
• End-to-end LLM system design

How to get it:
• Follow me (must so I can DM)
• RT + Like
• Comment "book"

I'll dm you

[Armstrong @foundjem]

@ElonMuskn4sv Open your eyes

[Armstrong @foundjem]

the Cameroon anglophone’s crisis https://t.co/6TNvbLS1Zs

[Armstrong @foundjem]

BOOK

[Sam Bhagwat @calcsam]

last month we wrote a new agents book: patterns for building ai agents

it has everything you need to take your agents from prototype to production, like agent design patterns, the basics of security, etc

reply to this tweet with BOOK and we'll dm you so you can get a copy

[Armstrong @foundjem]

Interesting indeed

[Elon Musk @elonmusk]

This is the way

[Armstrong @foundjem]

NeurIPS 2025

[Armstrong @foundjem]

https://t.co/LfEOgnR12r

[Armstrong @foundjem]

prompt

[Armstrong @foundjem]

@darshal_ Thanks!

[Armstrong @foundjem]

All

[Jeffrey Smith @Smith_JeffreyT]

"I am deeply concerned by the deteriorating security situation and reports of human rights violations in #Cameroon. There is no place for violence in democracy. I strongly condemn acts of violence, killings ... and arbitrary arrests." -@CongresswomanSC

https://t.co/OQunu3hYOY

[Armstrong @foundjem]

@Nath_Yamb Nathalie, you are not a pan-Africanist, your understanding of the what Africa truly represent is sickening. Learn to build healthy relationships and stop seeing the devil everywhere.

[Dr. Christopher Fomunyoh @ChrisFomunyoh]

U.S. Lawmakers Condemn Violence and Call for Restraint as Cameroon’s Disputed Election Sparks Unrest - PAN AFRICAN VISIONS ⁦@Panafricvisions⁩ https://t.co/cL00uz1VJc

[UN Human Rights @UNHumanRights]

#Cameroon: We’ve been receiving shocking reports of people killed, injured or arrested since yesterday in protests linked to today's announcement of the presidential election results. We call for restraint, investigations and an end to the violence.

[Bashir Ahmad, OON @BashirAhmaad]

In many places during the campaigns, this African leader was unable to personally appear before the people. Instead, his team played recorded messages and displayed his portrait to represent him. Today, he was declared the winner. No one has ever gone this lower than Cameroon.

[Armstrong @foundjem]

@africatechie @tassingremi Stolen bread taste sweeter

[StandUpForCameroon @Stand4Cameroon]

Je suis en noir aujourd’hui car chaque jeune devrait être libre d’exprimer son opinion politique sans être oppressé par ceux sensés les protéger ✊🏿

#FridayInBlack
#FreeCameroon

[StandUpForCameroon @Stand4Cameroon]

Il est l'heure!
#FridayInBlack
#TransitionPolitique