Top AI Infrastructure This Week

The most engaging ai infrastructure content from this week, curated by AI News.

  1. 1

    [P] no-magic: 47 AI/ML algorithms implemented from scratch in single-file, zero-dependency Python

    I've been building no-magic — a collection of 47 single-file Python implementations of the algorithms behind modern AI. No PyTorch, no TensorFlow, no dependencies at all. Just stdlib Python you can...

    Reddit - Machine Learning · 4 days ago
  2. 2

    [P] Inferencing Llama3.2-1B-Instruct on 3xMac Minis M4 with Data Parallelism using allToall architecture! | smolcluster

    Here's another sneak-peek into inference of Llama3.2-1B-Instruct model, on 3xMac Mini 16 gigs each M4 with smolcluster! Today's the demo for my Data Parallelism implementation using allToall archit...

    Reddit - Machine Learning · 5 days ago
  3. 3

    Small Models Are Getting Easy. Serving Them Still Isn't

    submitted by /u/armynante [link] [comments]

    Reddit - Artificial Intelligence · 2 days ago
  4. 4

    Mark Zuckerberg and Jensen Huang are part of Trump’s new ‘tech panel’ | The Verge

    The first four members of Trump’s tech advisory panel include tech CEOs Mark Zuckerberg, Jensen Huang, and Larry Ellison, along with Google co-founder Sergey Brin.

    The Verge - AI · 2 days ago
  5. 5

    3 Questions: How AI could optimize the power grid

    MIT researchers explore how AI can optimize the power grid, enhancing efficiency, resilience against extreme weather, and supporting renewable energy integration.

    AI News - General · 4 days ago
  6. 6

    [2503.10144] Multiplicative learning from observation-prediction ratios

    Abstract page for arXiv paper 2503.10144: Multiplicative learning from observation-prediction ratios

    arXiv - AI · 2 days ago
  7. 7

    [2507.19116] Graph Structure Learning with Privacy Guarantees for Open Graph Data

    Abstract page for arXiv paper 2507.19116: Graph Structure Learning with Privacy Guarantees for Open Graph Data

    arXiv - AI · 3 days ago
  8. 8

    Sam Altman-backed fusion startup Helion in talks with OpenAI | TechCrunch

    Helion is reportedly negotiating a deal that would see it sell 12.5% of its power output to OpenAI.

    TechCrunch - AI · 4 days ago
  9. 9

    Claude's system prompt + XML tags is the most underused power combo right now

    Most people just type into ChatGPT like it's Google. Claude with a structured system prompt using XML tags behaves like a completely different tool. Example system prompt: <role>You are a sen...

    Reddit - Artificial Intelligence · about 12 hours ago
  10. 10

    Jensen Huang compares not using AI to using "paper and pencil" to design chips, as he explains Nvidia's massive token budget

    submitted by /u/Tiny-Independent273 [link] [comments]

    Reddit - Artificial Intelligence · 4 days ago
  11. 11

    [2505.18323] Architectural Backdoors for Within-Batch Data Stealing and Model Inference Manipulation

    Abstract page for arXiv paper 2505.18323: Architectural Backdoors for Within-Batch Data Stealing and Model Inference Manipulation

    arXiv - Machine Learning · 3 days ago
  12. 12

    [D] On conferences and page limitations

    What is your opinion on long appendices in conference papers? I am observing that appendix lengths in conference papers (ICML, NeurIPS, etc.) are getting longer and longer, and in some fields they ...

    Reddit - Machine Learning · about 3 hours ago
  13. 13

    [2603.24618] Causal AI For AMS Circuit Design: Interpretable Parameter Effects Analysis

    Abstract page for arXiv paper 2603.24618: Causal AI For AMS Circuit Design: Interpretable Parameter Effects Analysis

    arXiv - Machine Learning · about 7 hours ago
  14. 14

    [2603.25397] A Causal Framework for Evaluating ICU Discharge Strategies

    Abstract page for arXiv paper 2603.25397: A Causal Framework for Evaluating ICU Discharge Strategies

    arXiv - Machine Learning · about 7 hours ago
  15. 15

    [2506.13734] Instruction Following by Principled Boosting Attention of Large Language Models

    Abstract page for arXiv paper 2506.13734: Instruction Following by Principled Boosting Attention of Large Language Models

    arXiv - Machine Learning · about 7 hours ago
  16. 16

    Startup Gimlet Labs is solving the AI inference bottleneck in a surprisingly elegant way | TechCrunch

    Gimlet Labs just raised an $80 million Series A for tech that lets AI run across NVIDIA, AMD, Intel, ARM, Cerebras and d-Matrix chips, simultaneously.

    TechCrunch - AI · 4 days ago
  17. 17

    AI Fiesta review from Dhruv Rathee academy

    Hi, I am a new AI user. I want to use AI for daily life optimization, getting better at table tennis and fitness, to use in architecture for reviewing documents i.e. summarize them. I came across d...

    Reddit - Artificial Intelligence · 5 days ago
  18. 18

    I used an app to analyze 3 years of my Claude conversations. It identified a behavioral pattern I'd never named.

    Exported everything. Normalized it. Ran cross-source analysis against my journal entries, calendar, and sleep data. The output I couldn't stop thinking about: "Your meticulous attention to detail a...

    Reddit - Artificial Intelligence · 3 days ago
  19. 19

    Sam Altman-backed fusion startup Helion in talks to sell power to OpenAI | TechCrunch

    OpenAI CEO Sam Altman is stepping down as board chair of Helion. His departure comes as reports that the two companies are negotiating a deal that would see Helion sell 12.5% of its power output to...

    TechCrunch - AI · 4 days ago
  20. 20

    [2603.22376] AI Co-Scientist for Ranking: Discovering Novel Search Ranking Models alongside LLM-based AI Agents with Cloud Computing Access

    Abstract page for arXiv paper 2603.22376: AI Co-Scientist for Ranking: Discovering Novel Search Ranking Models alongside LLM-based AI Agents with Cloud Computing Access

    arXiv - AI · 2 days ago

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