Mlearning_ai's profile picture. http://mlearning.substack.com 🟠 http://MLearning.ai #Art tools for creative economy

machine learning

@Mlearning_ai

http://mlearning.substack.com 🟠 http://MLearning.ai #Art tools for creative economy

machine learning 已转帖

This guide offers a complete system for mastering Cursor 2.0, not just a list of features 🔵 It teaches you how to get massive results, but only if you first grasp the one core idea that makes it all click x.com/Mlearning_ai/s…

Elite Cursor users don’t write more code they build higher-order workflows 🟠 They’ve turned AI from a tool into a team 🔵 The Cursor 2.0 Quick Start Guide: From Beginner to Pro in One Session MLearning.$ubstack

Mlearning_ai's tweet image. Elite Cursor users don’t write more code 
they build higher-order workflows
🟠
They’ve turned AI from a tool into a team
🔵
The Cursor 2.0 Quick Start Guide: 
From Beginner to Pro in One Session
MLearning.$ubstack


The AI model race is over The real war has just begun 🟠 We're moving from building bigger models to building the "internet" they'll live on 🔵 MLearning.$ubstack The New Google for AI Agents Protocol Economics & MCP 2.0


Most users accidentally sabotage their AI tools 🟠 They treat Cursor like an all-knowing expert, dumping massive codebases into the chat and expecting perfect results x.com/Mlearning_ai/s… The reality? 🔵 Learn to strictly curate exactly what the agents see

Elite Cursor users don’t write more code they build higher-order workflows 🟠 They’ve turned AI from a tool into a team 🔵 The Cursor 2.0 Quick Start Guide: From Beginner to Pro in One Session MLearning.$ubstack

Mlearning_ai's tweet image. Elite Cursor users don’t write more code 
they build higher-order workflows
🟠
They’ve turned AI from a tool into a team
🔵
The Cursor 2.0 Quick Start Guide: 
From Beginner to Pro in One Session
MLearning.$ubstack


Why do smart AI models make simple mistakes? Because we ask them to do too much at once. x.com/Mlearning_ai/s… 🟠 Real reliability doesn't come from crafting one perfect "super prompt" It comes from chaining together small, specialized tools that are too simple to fail. 🔵 In…

Claude (Agent) Skills 50+ Power Tips & Tricks Guide Complete Skill Examples The Practical Handbook for Mastering Claude Agent Skills MLearning.$ubstack x.com/Mlearning_ai/s…

Mlearning_ai's tweet image. Claude (Agent) Skills
50+ Power Tips & Tricks Guide
Complete Skill Examples
The Practical Handbook for Mastering Claude Agent Skills
MLearning.$ubstack
x.com/Mlearning_ai/s…


The biggest news about Moonshot's NEW 🚨 Kimi K2 model isn't just its record-breaking scores It's how it got them We're all used to the trade-off: you get the slow, powerful, full-precision model or the fast, "dumber," quantized version. Kimi K2 was built with…


machine learning 已转帖

50+ Workflow Tips & Tricks. The Graph Is the New Prompt. From Beginner to Pro in Practice 🟣 BONUS: Midjourney for FREE with video, SREF & Co + Best New AI Tools This Week (1 -7 November 2025) evartology.substa*k


Context rot isn’t an LLM IQ problem it’s a state problem Ship whole features in one unbroken run by fixing state, not stuffing tokens. The solution isn’t a bigger window... open.substack.com/pub/mlearning/…

Mlearning_ai's tweet image. Context rot isn’t an LLM IQ problem
it’s a state problem
Ship whole features in one unbroken run by fixing state, not stuffing tokens.
The solution isn’t a bigger window...
open.substack.com/pub/mlearning/…

Solving Agent Amnesia: 28+ Principles for Building Stateful AI 🔵 The winners in 2026 won't have the best models. They'll have the best agent systems that don't forget the rules MLearning.$ubstack

Mlearning_ai's tweet image. Solving Agent Amnesia: 
28+ Principles for Building Stateful AI
🔵
The winners in 2026 won't have the best models. 
They'll have the best agent systems that don't forget the rules
MLearning.$ubstack

You're teaching it to build a fishing rod. "Code execution with MCP: Building more efficient agents" by @AnthropicAI x.com/Mlearning_ai/s… 🚨Conceptual shift from tool orchestration to code-centric agency It explains why agents must write code to call tools, rather than…

Context rot isn’t an LLM IQ problem it’s a state problem Ship whole features in one unbroken run by fixing state, not stuffing tokens. The solution isn’t a bigger window... open.substack.com/pub/mlearning/…

Mlearning_ai's tweet image. Context rot isn’t an LLM IQ problem
it’s a state problem
Ship whole features in one unbroken run by fixing state, not stuffing tokens.
The solution isn’t a bigger window...
open.substack.com/pub/mlearning/…


machine learning 已转帖

Anthropic is paying $1,000 They want you to be a world-class QA and stress-testing engineer. The work is for their new coding product. It is for a period of two weeks

Gross_sculptor's tweet image. Anthropic is paying $1,000
They want you to be a world-class QA and stress-testing engineer. 
The work is for their new coding product. It is for a period of two weeks

Stop babysitting your Agent 🟠 x.com/Mlearning_ai/s… It's the single biggest bottleneck we all face. You're deep in a "flow state" and suddenly, the agent "forgets" the rules Your flow shatters You're forced to manually restart, re-feed context, and babysit the session 🔵 But…

Solving Agent Amnesia: 28+ Principles for Building Stateful AI 🔵 The winners in 2026 won't have the best models. They'll have the best agent systems that don't forget the rules MLearning.$ubstack

Mlearning_ai's tweet image. Solving Agent Amnesia: 
28+ Principles for Building Stateful AI
🔵
The winners in 2026 won't have the best models. 
They'll have the best agent systems that don't forget the rules
MLearning.$ubstack


machine learning 已转帖

100+ Tips and Tricks for Vibe Coding: Your Complete Roadmap to Building Apps with AI 🟣 Your practical, step-by-step guide for beginners on managing AI to build your first application open.substack.com/pub/evartology…


machine learning 已转帖

Cursor transformed from tool to AI lab, weaponizing real developer workflow data against OpenAI/Anthropic 🔵 Cursor 2.0 : workflow OS fast agents, parallel worktrees, sandbox; prioritize time‑to‑merge over IQ


machine learning 已转帖

We're finally moving past the 'text-only' crutch and building models that perceive information spatially, as humans do. 🔵 The cost-saving is a nice side effect, but the real unlock is native spatial reasoning x.com/Mlearning_ai/s…

Vision Tokens vs Text Tokens 🟠 10 Real Scenarios That Show Why Your Document Processing Costs 20x More Than It Should 🔵 MLearning.$ubstack

Mlearning_ai's tweet image. Vision Tokens vs Text Tokens
🟠
10 Real Scenarios That Show Why Your Document Processing Costs 20x More Than It Should
🔵
MLearning.$ubstack


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