Core AI

Large Language Models

Deep dives into GPT, Claude, Gemini, Llama and the transformers powering modern AI

24,495
lessons
Skills in this topic
View full skill map →
LLM Foundations
beginner
Explain how transformers generate text
Prompt Craft
beginner
Write zero-shot and few-shot prompts
LLM Engineering
intermediate
Call LLM APIs with function/tool use
Fine-tuning LLMs
advanced
Prepare fine-tuning datasets
Multimodal LLMs
advanced
Use GPT-4V / Claude Vision for image understanding

Showing 5,100 reads from curated sources

Why The Quantum Computing Industry Needs Logical Qubit Standards
Forbes Innovation 🧠 Large Language Models ⚡ AI Lesson 2w ago
Why The Quantum Computing Industry Needs Logical Qubit Standards
Quantum vendors and national agencies are aligning to establish common standards for logical qubits, which should enable better collaboration and interoperabili
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
How CRAFT Gives Claude Cowork Persistent Memory Across Sessions
Last week I released CRAFT for Cowork as a free public beta. This week: the capability that started it all — session handoffs. The Problem Every Claude Cowork s
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
What Is GEO and Why It Matters More Than SEO
SEO Is Dead. Long Live GEO. If you have spent the last decade mastering Google SEO, I have some uncomfortable news: the search landscape has fundamentally shift
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
OpenAI’s $1M API Credits, Holos’ Agentic Web, and Xpertbench’s Expert Tasks
OpenAI’s $1M API Credits, Holos’ Agentic Web, and Xpertbench’s Expert Tasks AI is accelerating: OpenAI expands funding, Holos reimagines multi-agent systems, an
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
QIS Outcome Routing with Redis Pub/Sub — When Your Transport Layer Thinks in Topics
QIS (Quadratic Intelligence Swarm) is a decentralized architecture discovered by Christopher Thomas Trevethan on June 16, 2025. Intelligence scales as Θ(N²) acr
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
The AI Stack: A Practical Guide to Building Your Own Intelligent Applications
Beyond the Hype: What Does "Building with AI" Actually Mean? Another week, another wave of AI headlines. From speculative leaks to existential debates, the conv
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Big Tech firms are accelerating AI investments and integration, while regulators and companies focus on safety and responsible adoption.
The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen
TechCrunch AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Google quietly launched an AI dictation app that works offline
Google's new offline-first dictation app uses Gemma AI models to take on the apps like Wispr Flow.
Surviving SuperIntelligence: 6 Things OpenAI Says We Need To Do Now
Forbes Innovation 🧠 Large Language Models ⚡ AI Lesson 2w ago
Surviving SuperIntelligence: 6 Things OpenAI Says We Need To Do Now
AI giveth, but AI also taketh away. How will we survive superintelligence? ChatGPT maker OpenAI has some ideas ...
AWS Machine Learning 🧠 Large Language Models ⚡ AI Lesson 2w ago
Build AI-powered employee onboarding agents with Amazon Quick
In this post, we walk through building a custom HR onboarding agent with Quick. We show how to configure an agent that understands your organization’s processes
ZDNet 🧠 Large Language Models ⚡ AI Lesson 2w ago
I tested Gemini on Android Auto and now I can't stop talking to it: 5 tasks it nails
I didn't see much benefit for Google's AI - until now. Here are my favorite ways to use the new Gemini integration in my car.
AWS Machine Learning 🧠 Large Language Models ⚡ AI Lesson 2w ago
Accelerate agentic tool calling with serverless model customization in Amazon SageMaker AI
In this post, we walk through how we fine-tuned Qwen 2.5 7B Instruct for tool calling using RLVR. We cover dataset preparation across three distinct agent behav
AWS Machine Learning 🧠 Large Language Models ⚡ AI Lesson 2w ago
Building Intelligent Search with Amazon Bedrock and Amazon OpenSearch for hybrid RAG solutions
In this post, we show how to implement a generative AI agentic assistant that uses both semantic and text-based search using Amazon Bedrock, Amazon Bedrock Agen
AWS Machine Learning 🧠 Large Language Models ⚡ AI Lesson 2w ago
From isolated alerts to contextual intelligence: Agentic maritime anomaly analysis with generative AI
This blog post demonstrates how Windward helps enhance and accelerate alert investigation processes by combining geospatial intelligence with generative AI, ena
How Meta Used AI to Map Tribal Knowledge in Large-Scale Data Pipelines
Engineering at Meta 🧠 Large Language Models ⚡ AI Lesson 2w ago
How Meta Used AI to Map Tribal Knowledge in Large-Scale Data Pipelines
AI coding assistants are powerful but only as good as their understanding of your codebase. When we pointed AI agents at one of Meta’s large-scale data processi
ZDNet 🧠 Large Language Models ⚡ AI Lesson 2w ago
Your chatbot is playing a character - why Anthropic says that's dangerous
Researchers found that part of what makes chatbots so compelling also makes them vulnerable to bad behavior. Here's why.
Search Engine Journal 🧠 Large Language Models ⚡ AI Lesson 2w ago
ChatGPT Search Is Citing Fewer Sites, Data Shows via @sejournal, @MattGSouthern
ChatGPT Search is citing fewer websites per response after GPT-5.3 Instant became the default experience. The post ChatGPT Search Is Citing Fewer Sites, Data Sh
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Siemens Expands AI Research Leadership
Siemens announced it is adding five AI researchers to its research team, including two from Google and three from MIT. The company did not specify the exact rol
OpenAI calls for robot taxes, a public wealth fund, and a four-day week
The Next Web AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
OpenAI calls for robot taxes, a public wealth fund, and a four-day week
Sam Altman’s 13-page policy blueprint, ‘Industrial Policy for the Intelligence Age,’ proposes auto-triggering safety nets, containment playbooks for rogue AI, a
Chinese humanoid robot maker UBTech is offering $18M to hire a chief AI scientist
The Next Web AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Chinese humanoid robot maker UBTech is offering $18M to hire a chief AI scientist
UBTech’s salary range for Chief Scientist of Embodied Intelligence runs from $2.2M to $18M. The Shenzhen company’s humanoid robot revenue grew twenty-fold last
ZDNet 🧠 Large Language Models ⚡ AI Lesson 2w ago
How I set up Claude Code in iTerm2 to launch all my AI coding projects in one click
Managing multiple Claude Code projects doesn't have to be chaotic. My iTerm2 setup dramatically reduces friction in my daily AI-assisted coding workflows - here
InfoQ AI/ML 🧠 Large Language Models ⚡ AI Lesson 2w ago
Podcast: Context Engineering with Adi Polak
In this episode, Thomas Betts and Adi Polak talk about the need for context engineering when interacting with LLMs and designing agentic systems. Prompt enginee
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
How I'm Running Autonomous AI Agents That Actually Earn USDC
I've been running autonomous AI agents for several months now. Most "AI agent task platforms" I'v
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
500 AI Demos at AZ Tech Week. Every One Hits the Same Scaling Ceiling.
Arizona Tech Week 2026 | April 6–12, Phoenix Walk the demo hall at Plug and Play AccelerateAZ on April 7. Talk to the Edge AI session speakers. Watch the live s
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
When the accountability tool becomes the procrastination tool
There's a trap I built for myself, and I didn't notice it until Week 14 had eight published entries and zero new commits. Let me explain. The original idea I ru
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2w ago
Big Tech firms are accelerating AI investments and integration, while regulators and companies focus on safety and responsible adoption.
The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen
Search Engine Journal 🧠 Large Language Models ⚡ AI Lesson 2w ago
How AI Is Changing Lead Generation: 3 Key Things SEO & PPC Teams Need To Do Now via @sejournal, @CallRail
Maximize your marketing potential with powerful lead gen techniques to drive engagement and sales effectively. The post How AI Is Changing Lead Generation: 3 Ke
InfoQ AI/ML 🧠 Large Language Models ⚡ AI Lesson 2w ago
Dynamic Languages Faster and Cheaper in 13-Language Claude Code Benchmark
A 600-run benchmark by Ruby committer Yusuke Endoh tested Claude Code across 13 languages, implementing a simplified Git. Ruby, Python, and JavaScript were the
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago
Holos: A Web-Scale LLM-Based Multi-Agent System for the Agentic Web
arXiv:2604.02334v1 Announce Type: new Abstract: As large language models (LLM)-driven agents transition from isolated task solvers to persistent digital entitie
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago
Xpertbench: Expert Level Tasks with Rubrics-Based Evaluation
arXiv:2604.02368v1 Announce Type: new Abstract: As Large Language Models (LLMs) exhibit plateauing performance on conventional benchmarks, a pivotal challenge p
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago
Compositional Neuro-Symbolic Reasoning
arXiv:2604.02434v1 Announce Type: new Abstract: We study structured abstraction-based reasoning for the Abstraction and Reasoning Corpus (ARC) and compare its g
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago
Understanding the Nature of Generative AI as Threshold Logic in High-Dimensional Space
arXiv:2604.02476v1 Announce Type: new Abstract: This paper examines the role of threshold logic in understanding generative artificial intelligence. Threshold f
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago
AIVV: Neuro-Symbolic LLM Agent-Integrated Verification and Validation for Trustworthy Autonomous Systems
arXiv:2604.02478v1 Announce Type: new Abstract: Deep learning models excel at detecting anomaly patterns in normal data. However, they do not provide a direct s
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago
I must delete the evidence: AI Agents Explicitly Cover up Fraud and Violent Crime
arXiv:2604.02500v1 Announce Type: new Abstract: As ongoing research explores the ability of AI agents to be insider threats and act against company interests, w
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago
Interpretable Deep Reinforcement Learning for Element-level Bridge Life-cycle Optimization
arXiv:2604.02528v1 Announce Type: new Abstract: The new Specifications for the National Bridge Inventory (SNBI), in effect from 2022, emphasize the use of eleme
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago
Competency Questions as Executable Plans: a Controlled RAG Architecture for Cultural Heritage Storytelling
arXiv:2604.02545v1 Announce Type: new Abstract: The preservation of intangible cultural heritage is a critical challenge as collective memory fades over time. W
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago
Mitigating LLM biases toward spurious social contexts using direct preference optimization
arXiv:2604.02585v1 Announce Type: new Abstract: LLMs are increasingly used for high-stakes decision-making, yet their sensitivity to spurious contextual informa
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago
Do Audio-Visual Large Language Models Really See and Hear?
arXiv:2604.02605v1 Announce Type: new Abstract: Audio-Visual Large Language Models (AVLLMs) are emerging as unified interfaces to multimodal perception. We pres
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago
AutoVerifier: An Agentic Automated Verification Framework Using Large Language Models
arXiv:2604.02617v1 Announce Type: new Abstract: Scientific and Technical Intelligence (S&TI) analysis requires verifying complex technical claims across rapidly
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago
OntoKG: Ontology-Oriented Knowledge Graph Construction with Intrinsic-Relational Routing
arXiv:2604.02618v1 Announce Type: new Abstract: Organizing a large-scale knowledge graph into a typed property graph requires structural decisions -- which enti
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago
Let's Have a Conversation: Designing and Evaluating LLM Agents for Interactive Optimization
arXiv:2604.02666v1 Announce Type: new Abstract: Optimization is as much about modeling the right problem as solving it. Identifying the right objectives, constr
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago
DeltaLogic: Minimal Premise Edits Reveal Belief-Revision Failures in Logical Reasoning Models
arXiv:2604.02733v1 Announce Type: new Abstract: Reasoning benchmarks typically evaluate whether a model derives the correct answer from a fixed premise set, but
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago
Aligning Progress and Feasibility: A Neuro-Symbolic Dual Memory Framework for Long-Horizon LLM Agents
arXiv:2604.02734v1 Announce Type: new Abstract: Large language models (LLMs) have demonstrated strong potential in long-horizon decision-making tasks, such as e
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago
CharTool: Tool-Integrated Visual Reasoning for Chart Understanding
arXiv:2604.02794v1 Announce Type: new Abstract: Charts are ubiquitous in scientific and financial literature for presenting structured data. However, chart reas
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago
Multi-Turn Reinforcement Learning for Tool-Calling Agents with Iterative Reward Calibration
arXiv:2604.02869v1 Announce Type: new Abstract: Training tool-calling agents with reinforcement learning on multi-turn tasks remains challenging due to sparse o
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago
Analysis of Optimality of Large Language Models on Planning Problems
arXiv:2604.02910v1 Announce Type: new Abstract: Classic AI planning problems have been revisited in the Large Language Model (LLM) era, with a focus of recent b
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago
FoE: Forest of Errors Makes the First Solution the Best in Large Reasoning Models
arXiv:2604.02967v1 Announce Type: new Abstract: Recent Large Reasoning Models (LRMs) like DeepSeek-R1 have demonstrated remarkable success in complex reasoning
ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago
Chart-RL: Policy Optimization Reinforcement Learning for Enhanced Visual Reasoning in Chart Question Answering with Vision Language Models
arXiv:2604.03157v1 Announce Type: new Abstract: The recent advancements in Vision Language Models (VLMs) have demonstrated progress toward true intelligence req