LLM Research Papers: The 2026 List (January to May)
A curated roundup of notable LLM research papers that came out this year
Ahead of AI (Raschka)6 min read
tool calling
258 stories
Improved performance and model support with GGUF
Ollama 0.30 is now available with improved performance and GGUF model compatibility through llama.cpp. This augments Ollama's MLX engine on Apple silicon, bringing support to more models on a wider range of hardware.
Ollama Blog2 min read
Why the AI Policy Debate Should Focus More on the Harness and Protocol Layers
Raffi Krikorian, the chief technology officer of Mozilla, has spent the past few months building an argument that the central question in AI isn't open versus closed, but owning versus renting—whether AI becomes something we control or something we lease from a handful of companies.
Tech Policy Press37 min read
OpenAI frontier models and Codex are now available on AWS
OpenAI frontier models and Codex are now available on AWS. Learn what this means for enterprise AI adoption, Amazon Bedrock, and production workflows.
Hexabot Blog12 min read
DigitalOcean Serverless Inference: A Deep Dive
A deep dive into DigitalOcean Serverless Inference—how we built a scalable, API-first AI inference platform and the architecture powering it.
DigitalOcean Blog16 min read
Why Production AI Needs More Than Prompts and Tools
Prompts and tools are useful for AI prototypes, but production AI needs workflows, validation, observability, and human oversight to become reliable.
Hexabot Blog12 min read
Connect the dots: Build with built-in and custom MCPs in Studio
Connect enterprise data to your AI applications with reusable connectors, direct tool calling, and human-in-the-loop approval controls.
Mistral AI News5 min read
Build a Coding Assistant with Weaviate MCP: RAG over Code & Docs
Use Weaviate's built-in MCP server to give Claude Code, Cursor, and VS Code hybrid search over your codebase and docs. No glue code.
Weaviate17 min read
Build Your Own CLI Agent: A Step-by-Step Guide
A friendly walkthrough: terminal chat with Ink, agent wiring with Mozaik, and shell tools—plus a degit-ready starter repo.
Mozaik Blog9 min read
Interaction Models: A Scalable Approach to Human-AI Collaboration
Interaction models move beyond turn-based AI interfaces by handling multimodal, real-time collaboration natively across audio, video, and text.
Tinker Blog16 min read
ZeroClaw v0.7.4 — Foundations, Polish, and a Quiet Recovery
ZeroClaw v0.7.4 improves Matrix, WeChat, onboarding, and the web dashboard, and adds translated docs, PostgreSQL memory, and security fixes.
ZeroClaw Blog5 min read
The 50-Skill Wall: Why OpenClaw Gets Dumber the More Skills You Install
ClawHub has 13,729 skills. Install 50+ and your agent picks the wrong tool, hallucinates parameters, or freezes. Why it happens and what to cut.
TryOpenClaw Blog7 min read
Private by Default: Built-in Local Inference Models with goose
goose now ships with built-in local inference powered by llama.cpp — no server, no API key, no cost. Here's how it works and what to expect.
goose Blog3 min readBest Amazon Product Research APIs in 2026: A Developer's Guide
Compare the top Amazon product research APIs for developers and AI agents in 2026 — data depth, pricing, and agent compatibility.
ZooData Blog7 min readBuilding Custom AI Agents with Claude Agent SDK: A Step-by-Step Guide
Learn how to build production-ready AI agents with Claude Agent SDK, integrate external data sources via MCP, and create multi-agent workflows.
ZooData Blog8 min readOpenClaw Without Anthropic: Free and Cheap Model Setups That Actually Work (2026)
Claude subscriptions no longer power OpenClaw. Here's what free and cheap model setups actually work in April 2026 - real Reddit configs and the numbers.
TryOpenClaw Blog7 min readHow People Are Actually Cutting OpenClaw Costs by 80% (Real Configs, Real Numbers)
From $1,000/month to $2. Real cost optimization strategies from Reddit and YouTube with specific config changes, model choices, and before/after numbers.
TryOpenClaw Blog9 min read
Three Ways AI Systems Fail Even When Evals Pass
AI systems can pass evals while still behaving incorrectly. This post explores three common failure modes that slip through output-based evaluation.
Confident AI (DeepEval)12 min read
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