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📰 Medium · LLM

7,035 articles · Updated every 3 hours · View all reads

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Why tokenization quietly affects cost, limits, and reliability
Medium · LLM 1h ago
Why tokenization quietly affects cost, limits, and reliability
How a low-level text detail quietly becomes a product constraint for cost, latency, and reliability. Continue reading on Medium »
Why SwiGLU for Modern LLMs (Deepseek, LLama, and Gemini…)
Medium · LLM 1h ago
Why SwiGLU for Modern LLMs (Deepseek, LLama, and Gemini…)
While I was searching for the activation functions in Modern LLMs, only one activation function continued to appear on most of the LLMs… Continue reading on MLW
The Two LLM Problems That Humbled Me Most — And How I Actually Fixed Them
Medium · LLM 1h ago
The Two LLM Problems That Humbled Me Most — And How I Actually Fixed Them
Hallucinations and memory loss aren’t quirks you’ll grow out of. They’re built into how these models work. Here’s what finally helped. Continue reading on Towar
Medium · LLM 1h ago
How Indie Developers Are Using AI Agents to Ship Products 10x Faster (Without a Team)
You Don’t Need a Co-Founder. You Need an Agent Pipeline. Continue reading on Medium »
Your coding agent is burning tokens grepping your repo. Here's a one-command fix.
Medium · LLM 1h ago
Your coding agent is burning tokens grepping your repo. Here's a one-command fix.
graphlens-mcp gives Claude Code, Cursor, and compatible clients a typed graph of your code, so they ask "who calls create_order?" and get… Continue reading on M
Medium · LLM 2h ago
Introduction to Agentic AI: Beyond the Chatbot
We all remember when ChatGPT first burst onto the scene. The world was captivated by its ability to spit out highly plausible, articulate… Continue reading on M
5 Students. Hindsight Remembers. CascadeFlow Decides. Our LLM Finally Gets Us.
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4h ago
5 Students. Hindsight Remembers. CascadeFlow Decides. Our LLM Finally Gets Us.
The first version of our AI copilot was embarrassingly dumb — not because the model was bad, but because we gave it nothing to work with… Continue reading on Me
Medium · LLM 4h ago
Your LLM Eval Should Measure Correction Effort
Why extraction evals should track how much human work each error creates, not just whether the model was right or wrong. Continue reading on Medium »
Your Agent’s Memory Looks Like It Works.
Medium · LLM 4h ago
Your Agent’s Memory Looks Like It Works.
For about six months I believed my agent’s memory was working. Continue reading on Medium »
Welcome to the Inference Series — where we learn one of the most valuable skills in AI.
Medium · LLM 4h ago
Welcome to the Inference Series — where we learn one of the most valuable skills in AI.
On November 30, 2022, ChatGPT was launched and quickly became one of the fastest-growing consumer applications in history. Behind every… Continue reading on Med
Analyse de Sakana Fugu : La fin de la course aux modèles géants ?
Medium · LLM 4h ago
Analyse de Sakana Fugu : La fin de la course aux modèles géants ?
La semaine dernière, j’évoquais OpenRouter Fusion et la mécanique du multi-modèle par confrontation : envoyer une requête à plusieurs LLM… Continue reading on M
Beyond Search: Building an Organizational Memory Brain Using Hindsight and CascadeFlow
Medium · LLM 4h ago
Beyond Search: Building an Organizational Memory Brain Using Hindsight and CascadeFlow
TrustOS is a long-term memory for an entire company — ensuring knowledge is never lost even when people or time change. Continue reading on Medium »
Building Intelligent Application with Langchain4j and Java Frameworks
Medium · LLM 4h ago
Building Intelligent Application with Langchain4j and Java Frameworks
With the growing influence of AI in our day to day life, integrating of LLM models/AI in enterprise applications will be going to be an… Continue reading on Med
Review of ‘Advancements in Self-Evolving Memory for LLM Agents’ by Dr. Syed Muntasir Mamun
Medium · LLM 5h ago
Review of ‘Advancements in Self-Evolving Memory for LLM Agents’ by Dr. Syed Muntasir Mamun
Reviewed by: Md. Ismail Imran, Independent Researcher Continue reading on Medium »
How is the performance improvement of GPT-5.6 achieved?
Medium · LLM 5h ago
How is the performance improvement of GPT-5.6 achieved?
Taught by Grok Continue reading on Medium »
LLM Part 4 — The Feed-Forward Network
Medium · LLM 5h ago
LLM Part 4 — The Feed-Forward Network
1. Where We Left Off Continue reading on Medium »
How Transformers Understand Word Order: Positional Encoding Explained — Part 21
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 21h ago
How Transformers Understand Word Order: Positional Encoding Explained — Part 21
One question kept bothering me after learning about Self-Attention. If Transformers process all words at the same time, how do they know… Continue reading on Me
What is harness engineering?
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 21h ago
What is harness engineering?
The more I experiment with AI agents, the more I realise that the model is only part of the story. What sits around the model, the… Continue reading on Medium »
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 22h ago
Human Review Is a Product Path, Not a Failure State
Why LLM extraction workflows need designed review triggers, evidence, correction capture, and feedback loops. Continue reading on Medium »
Sakana AI: How Multi-Agent Intelligence Is Shaping the Future of AI
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 22h ago
Sakana AI: How Multi-Agent Intelligence Is Shaping the Future of AI
Artificial intelligence is evolving beyond the idea of a single model doing everything. One of the most interesting examples of this shift… Continue reading on