NeuralInfra

Microsoft Employee - Interested in LLMs, SLMs, Transformers, AI, Azure, Networking, Infrastructure and Devops

[Morty @0xMortyx]

Andrej Karpathy Anthropic Head of Technical Staff:

"Multi-task learning has a team problem nobody talks about."

Karpathy's team runs 100 subtasks inside one neural network

In this 15-minute talk, Karpathy breaks down the full multi-task stack:

architecture tradeoffs + loss balancing + data engines + team workflow.

Worth more than any $500 ML bootcamp.

Watch it & then read the full article below

[Archive @ArchiveExplorer]

met an anthropic engineer making $1.2M a year.

asked him how he ships alone at the pace of a full team.

he didn't answer. sent me his .claude/. one folder.

SAME MODEL - DIFFERENT RESULT.

everyone's still picking between opus and sonnet like the model is the ceiling. it isn't.

the real lever is what the model wakes up into:

CLAUDE.md → hooks → verifier subagent → skills → mcp → memory → shift notes.

you stop chatting with the model.
you write the folder once. the folder runs the model.

- CLAUDE.md - the contract
- settings.json - the permissions
- hooks/ - the reflexes
- agents/verifier - the shift-notes cop
- skills/ - 33 muscle memories
- .mcp.json - the tools
- MEMORY.md - the shift log

that's the stack.

full breakdown in the article below. bookmark before he realizes i posted it.

[Codez @0xCodez]

https://t.co/eJB3TgyJwV

[Satya Nadella @satyanadella]

https://t.co/vLmiBKTtX3

[Khairallah AL-Awady @eng_khairallah1]

https://t.co/UiPlPM8SwV

[Microsoft Developer @msdev]

Today we’re launching Command Line, a new technical blog about how and why we build.

Our first stories go behind the architecture, design decisions, and research shaping the next wave of developer tools.

Stay tuned for more next week at #MicrosoftBuild https://t.co/JKbHGpz130

[NeuralInfra @DigitalThracian]

Learn AI for free directly from top companies
1 - Anthropic: https://t.co/g0sufXQI2o
2 - Google: https://t.co/4Bt9hbvWrH
3 - Meta: https://t.co/aNLBku9xux
4 - NVIDIA: https://t.co/IvFvjwLohk
5 - Microsoft: https://t.co/K5dFVpAcbP
6 - OpenAI: https://t.co/F4S3jZsQxo

[NeuralInfra @DigitalThracian]

Basics of LLM - every software engineer should know. Karpathy could have charged 2000 Euros for this course - but he uploaded it for free!

[NeuralInfra @DigitalThracian]

@itisprashanth @TVKVijayHQ Dei apdiye Amit Shah maari iruka!!!

[NeuralInfra @DigitalThracian]

@itisprashanth @TVKVijayHQ Dai Amith Shah maari iruka an Ivan 🤣

[NeuralInfra @DigitalThracian]

@siva_somu_mc He is the real Hamza Ali Senthilvel 🤣

[Nimal Raghavan @being_nimal]

What I saw from my flight from Tiruchirappalli to Bengaluru caught my attention!

Happy Earth Day🥲

[Rupsy Saini @ZiviiBloom]

Indian and unapologetically rising 🇮🇳🔥

MUST WATCH and share.

At a city council meeting in Frisco, a man chose mockery over maturity
..reducing Indians to tired stereotypes during a discussion on H-1B visas.

But what stands out isn’t his words, it’s the dignity with which Indian-Americans like #SahasKaul and #NehaSuratrani stood up and called it out for what it is—racism, plain and simple.

Indian communities across the world are built on hard work, values, and contribution...not the cheap caricatures some try to push.

Turning a policy debate into a platform for targeting a community only exposes prejudice, not truth.

We rise higher, always.

[Ashwin 🇮🇳 @ashwinravi99]

Retweet if you want the man who picked up 16 wickets at 21 & economy of 7 in 2022 for KKR, as a solid replacement for an experienced new ball bowler.#ipl2026

[NeuralInfra @DigitalThracian]

@SanthosH_S13 Another injured player for sure

[NeuralInfra @DigitalThracian]

@major_madhan This is much needed for TNBJP to grow

[NeuralInfra @DigitalThracian]

@itisprashanth Tvk la oru kutthu DMK la oru kutthu - aaga motham 2du Kutthu 🤣

[NeuralInfra @DigitalThracian]

@thiruja2009 @may17iyakkam Go directly to congress HQ and do the same. FYI you started this party to fight for Tamils dying against Congress 🤣

[Farzana Ali Mazari 🇮🇳 @farzlicioustahe]

I was in same coach. This person is lying, he was touching a fellow passenger who is minor girl inappropriately.

Which was noticed by other passengers and they beaten him up. Informed police too. Once police came he started religion card. Me being a Muslim i beat him twice with chappal

So it is not related to Muslim

[Nimal Raghavan @being_nimal]

ஒரு ஊற்று 4000 மக்களுக்கான ஒரே நீராதரம்!