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When LLMs don't know a Greek word, they make one up

Kaggle Benchmarking Challenge Submission

When LLMs don't know a Greek word, they make one up

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5 min read
Running Our First 100 URLs — Real Metrics From VNML Agent Framework

Running Our First 100 URLs — Real Metrics From VNML Agent Framework

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2 min read
Uniform INT8 on Recurrent States Is a Default, Not a Decision

Uniform INT8 on Recurrent States Is a Default, Not a Decision

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4 min read
# When does an AI agent actually earn its cost? I measured it on 100 questions

# When does an AI agent actually earn its cost? I measured it on 100 questions

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5 min read
We stopped trusting our model's citations, so we check them in code

We stopped trusting our model's citations, so we check them in code

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3 min read
Every LLM framework rebuilt the same tool object

Every LLM framework rebuilt the same tool object

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8 min read
One field in the request made our agent 3x cheaper and 8x faster

One field in the request made our agent 3x cheaper and 8x faster

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7 min read
Your LLM gave you an answer. Should your application trust it?

Your LLM gave you an answer. Should your application trust it?

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1 min read
Why AI Lies Without Knowing It’s Lying | Victor Amit

Why AI Lies Without Knowing It’s Lying | Victor Amit

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21 min read
Anthropic's Sonnet 5.5 release is about cost-per-task, not peak performance

Anthropic's Sonnet 5.5 release is about cost-per-task, not peak performance

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3 min read
Is Your LLM Quietly Getting Worse? Build a Tiny Drift Detector for Your AI Features

Is Your LLM Quietly Getting Worse? Build a Tiny Drift Detector for Your AI Features

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7 min read
When the prompt is the product, it does not belong in the code

When the prompt is the product, it does not belong in the code

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4 min read
AI Agents - Tool Calling And Its Types

AI Agents - Tool Calling And Its Types

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2 min read
An Honest Verdict Is Still a Forecast. Ours Gets Checked Against Real People

An Honest Verdict Is Still a Forecast. Ours Gets Checked Against Real People

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3 min read
Replacing an LLM With a Lookup

Replacing an LLM With a Lookup

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6 min read
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