Maxim AI Blog

Latest

SafeBench 2025’s top picks: The Benchmarks That Actually Matter for AI Safety

SafeBench 2025’s top picks: The Benchmarks That Actually Matter for AI Safety

You know that feeling when your AI model aces every benchmark but still somehow manages to fail spectacularly in the real world? Yeah, that's exactly why SafeBench exists. While everyone's been obsessing over MMLU scores and coding benchmarks, the real question isn't just "

MCPToolBench++: Raising the Bar for Realistic AI Agent Tool-Use Benchmarks

MCPToolBench++: Raising the Bar for Realistic AI Agent Tool-Use Benchmarks

✨ Prompt simulations, File attachments, Claude 4, and more

✨ Prompt simulations, File attachments, Claude 4, and more

When AI Snitches: Auditing Agents That Spill Your Model’s (Alignment) Tea

When AI Snitches: Auditing Agents That Spill Your Model’s (Alignment) Tea

Shipping Exceptional AI Support: Inside Comm100's Workflow

Shipping Exceptional AI Support: Inside Comm100's Workflow

👀 Observing Tool Calls 🔨 and JSON Mode Responses from Fireworks AI

👀 Observing Tool Calls 🔨 and JSON Mode Responses from Fireworks AI

A Recipe for Privacy Preserving Autocorrect in GBoard: FL, DP, and Synthetic Data Sprinkles

A Recipe for Privacy Preserving Autocorrect in GBoard: FL, DP, and Synthetic Data Sprinkles

research paper

PaperBench: Can AI Agents Actually Replicate AI Research?

PaperBench: Can AI Agents Actually Replicate AI Research?

Model's Replication Scores Average Replication Scores on PaperBench

OS-HARM: The AI Safety Benchmark That Puts LLM Agents Through Hell

OS-HARM: The AI Safety Benchmark That Puts LLM Agents Through Hell

Tool Chaos No More: How We’re Measuring Model-Tool Accuracy in the Age of MCP

Tool Chaos No More: How We’re Measuring Model-Tool Accuracy in the Age of MCP

Your Horrible Code is Making LLMs Evil: Exploring Emergent Misalignment

Your Horrible Code is Making LLMs Evil: Exploring Emergent Misalignment

Making Language Models Unbiased, One Vector At a Time

Making Language Models Unbiased, One Vector At a Time

User Simulation in AI: From Rule-Based Models to LLM-Powered Realism

User Simulation in AI: From Rule-Based Models to LLM-Powered Realism

Do Language Models Know That They're Being Evaluated?

Do Language Models Know That They're Being Evaluated?

maxim updates

✨ Prompt simulations, File attachments, Claude 4, and more

✨ Prompt simulations, File attachments, Claude 4, and more

🎙️ Feature spotlight 🤖 AI-powered simulations in Prompt Playground We’ve extended simulation capabilities in the Prompt Playground, allowing you to simulate multi-turn interactions/user follow-ups and evaluate your prompts' performance across real-world scenarios and custom user personas. Key highlights: * Seamlessly connect MCP tools or attach context sources to simulate tool-calling

When Your AI Transcription Turns "Tasty Burger" Into "Nasty Murder"

When Your AI Transcription Turns "Tasty Burger" Into "Nasty Murder"

✨ Bifrost, Voice agent support, CrewAI integration, and more

✨ Bifrost, Voice agent support, CrewAI integration, and more

🚀 Better Dashboards, Smarter Workflows – Maxim Weekly Release Notes (June 9–13, 2025)

🚀 Better Dashboards, Smarter Workflows – Maxim Weekly Release Notes (June 9–13, 2025)

🌤️ Building a Gemini-Powered Conversational Weather Agent with Maxim Logging

🌤️ Building a Gemini-Powered Conversational Weather Agent with Maxim Logging

✨ Agentic mode, Scheduled runs, New evals, and more

✨ Agentic mode, Scheduled runs, New evals, and more

Bifrost: A Drop-in LLM Proxy, 40x Faster Than LiteLLM

Bifrost: A Drop-in LLM Proxy, 40x Faster Than LiteLLM

Agent

MCPToolBench++: Raising the Bar for Realistic AI Agent Tool-Use Benchmarks

MCPToolBench++: Raising the Bar for Realistic AI Agent Tool-Use Benchmarks

Introduction At the heart of reliable AI agents lies one critical skill: effective tool calling. We can see this in action with systems like the new Kimi K2, which connects seamlessly to dozens of tools, including web search, map navigation, financial analysis, and automated workflows. This results in impressive versatility

When AI Snitches: Auditing Agents That Spill Your Model’s (Alignment) Tea

When AI Snitches: Auditing Agents That Spill Your Model’s (Alignment) Tea

👀 Observing Tool Calls 🔨 and JSON Mode Responses from Fireworks AI

👀 Observing Tool Calls 🔨 and JSON Mode Responses from Fireworks AI

When Your AI Can't Tell the Difference Between "Fine" and Frustration

When Your AI Can't Tell the Difference Between "Fine" and Frustration

When Your AI Transcription Turns "Tasty Burger" Into "Nasty Murder"

When Your AI Transcription Turns "Tasty Burger" Into "Nasty Murder"

Building an AI-Powered Stock Market Analysis Tool with Groq and Function Calling

Building an AI-Powered Stock Market Analysis Tool with Groq and Function Calling

PaperBench: Can AI Agents Actually Replicate AI Research?

PaperBench: Can AI Agents Actually Replicate AI Research?

Agent

More

MCPToolBench++: Raising the Bar for Realistic AI Agent Tool-Use Benchmarks

When AI Snitches: Auditing Agents That Spill Your Model’s (Alignment) Tea

👀 Observing Tool Calls 🔨 and JSON Mode Responses from Fireworks AI

When Your AI Can't Tell the Difference Between "Fine" and Frustration

When Your AI Transcription Turns "Tasty Burger" Into "Nasty Murder"

LLM

More

When Your AI Can't Tell the Difference Between "Fine" and Frustration

When Your AI Transcription Turns "Tasty Burger" Into "Nasty Murder"

Your Horrible Code is Making LLMs Evil: Exploring Emergent Misalignment

Building and Evaluating a Reddit Insights Agent with Gumloop and Maxim AI

Sure your LLM is smart, but does it really give a damn?

Project

More

👀 Observing Tool Calls 🔨 and JSON Mode Responses from Fireworks AI

Making a Financial Conversation Agent using Agno & Maxim

🎙️ Build an AI Interview Voice Agent with LiveKit & Maxim

🧮 Building a Math Trivia Game Agent with Mistral AI and Maxim