Kaitchup Substack
DeepSeek V4.1 Flash Hardware Requirements: VRAM, RAM, and GGUFs
6 mins
TutorialDeep Reads.
Top-tier AI blogs, technical tutorials, and research analysis written by the people shaping the industry.
Last Brew Time: Oct 20, 2026, 11:45 AM PT
Featured Articles
Hugging Face Blog
NVIDIA Cosmos3-H-Dreams: Bringing Clinical Surgery to Life Through Generative Simulation
7 mins
Research
a16z News
Superhuman Hardware Design Is The Easy Part
5 mins
Analysis
Amazon Engineering
Fine-tuning GPT-OSS-20B for multilingual reasoning on Amazon SageMaker HyperPod
7 mins
Research
The Diligence Stack
Can AI Pay for Itself?
5 mins
Analysis
Pragmatic Engineer
What’s the ROI of software engineers’ spending on AI?
5 mins
Analysis
Interconnects
Latest open artifacts (#25): DeepSeek V4.1 Flash 1017, American-made models, and new regulatory controls in the US & China
5 mins
Analysis
Amazon Engineering
Securing AI agent identity with X.509 PKI on AWS
5 mins
AnalysisTowards AI (Medium)
Cursor Didn’t Raise Its Price. It Changed What the Price Buys.
3 mins
News
Rdel Substack
RDEL #166: When are developers receptive to proactive AI suggestions?
7 mins
Research
Hugging Face Blog
ALTK-Evolve: How learned memory tops the τ²-bench leaderboard on customer service tasks without a frontier model
7 mins
ResearchTowards AI (Medium)
What Real Evals Taught Us About Building a Transcription Pipeline
9 mins
Research
Learnagentic Substack
What is harness-policy optimization? Your coding agent rewrote its own scaffold and gained 8.5 points
7 mins
Research
a16z News
Investing in Eka Robotics
3 mins
News
Cloudflare Blog
Introducing tsrs: A port of TypeScript to Rust
3 mins
News
research.ibm.com
llm-d 1.0 hardens open-source AI inference for day 2 production operations
3 mins
News
Kenhuangus Substack
Your RAG Found the Documents. Why Is the Answer Still Wrong?
6 mins
Tutorial
Thesequence Substack
The Sequence Knowledge - Issue #954: Learning RSI: How AI Learns to Design Learning Algorithms
7 mins
Research
Therundownai Substack
Anthropic co-founder says the singularity is underway
3 mins
News
Bhaktavaschal Substack
Beyond the Data Wall: Trillion-Parameter Models and the Shifting Bottleneck of Pretraining
7 mins
Research
Hamel Husain
How To Use Decision Models for Evals
10 mins
Research
Arxiviq Substack
Copy-Paste Language Models
7 mins
Research
Artificialintelligenceact
The EU AI Act Newsletter #113: A Special Meeting on Loss of Control
3 mins
NewsData Science Collective (Medium)
Someone Shrank Qwen-27B by 9x and It Kept 98% of Its Benchmark Scores
7 mins
ResearchData Science Collective (Medium)
Anthropic Engineers Don’t Use Giant CLAUDE.md Files. Here’s What They Do Instead
5 mins
Analysis
Msukhareva Substack
My Open-Weight AI Setup, and How to Rebuild It
6 mins
Tutorial
Superhumanai Substack
OpenAI's accused spy had Saudi ties
3 mins
News
Alibaba Cloud Blog
DeepSeek-V4.1-Flash-1017 Is Now on Alibaba Cloud Token Plan: How to Build with It from $6 a Month
3 mins
News
Alibaba Cloud Blog
FLIP-26: Comprehensive Security Framework for Flink
5 mins
AnalysisSimonwillison Substack
My obituary for programming
8 mins
Analysis
Amazon Engineering
Structured outputs for Anthropic Claude models on Amazon Bedrock
3 mins
News
Aisnakeoil Substack
New paper: Emerging trends in AI agent evaluation
7 mins
Research
Rickhigh Substack
Microsoft Foundry HyperScaler X: Your agent cannot start itself, survive a hangup, or survive a crash, and those are three different bugs
5 mins
Analysis
Cloudflare Blog
Cutting our inference bill by 68% by being obsessive about optimization
5 mins
Analysis
Arxiviq Substack
Continuous Memory Machines
7 mins
Research