Media Summary: A model just scored 95% on SWE-bench β€” and that number tells you almost nothing about whether it can fix a bug in your repo. How do you prove an AI is actually good? It turns out there's no single number that captures it β€” every metric can be fooled,Β ... We're told modern compilers automatically optimize our loops for SIMD, but the reality is much more fragile. Explore theΒ ...

Code Benchmarks Are All Lies - Detailed Analysis & Overview

A model just scored 95% on SWE-bench β€” and that number tells you almost nothing about whether it can fix a bug in your repo. How do you prove an AI is actually good? It turns out there's no single number that captures it β€” every metric can be fooled,Β ... We're told modern compilers automatically optimize our loops for SIMD, but the reality is much more fragile. Explore theΒ ... Every new AI model arrives with the same ritual: a leaderboard, a score, a victory lap. Those numbers are rigged β€” and in AprilΒ ... Interviewing Casey Muratori! Full interview coming soon, please comment down below and i'll release it soonerΒ ... AWS Morning Brief for the week of February 3, 2020.

Headlines claim GPT-5.5 has cracked complex software engineering, promising teams can stop writing

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Code benchmarks are all LIES!
πŸ› Why AI Coding Benchmarks Are Lying to You β€” The METR Study Explained
Your AI Coding Benchmarks Are Lying To You
AI Benchmarks Are Lying to You? I Tested 8 Models
The SWE-bench Lie: Why "95%" Says Nothing About Your Code
Why Every AI Benchmark is Lying to You (And How to Find Real Truth)
Why 99% of C++ Microbenchmarks Lie – and How to Write the 1% that Matter! - Kris Jusiak
This Coding Benchmark Finally Punishes Fake Agents
The Auto-Vectorization Lie: Why Your Code is Slow
AI Benchmarks Are Rigged β€” How Top Labs Game the Leaderboards
Abstraction Bad? | Clean Code : Horrible Performance : (Clip) Interview
Lies, Damned Lies, and Sponsored Benchmarks
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Code benchmarks are all LIES!

Code benchmarks are all LIES!

I've been hit hard in the past from

πŸ› Why AI Coding Benchmarks Are Lying to You β€” The METR Study Explained

πŸ› Why AI Coding Benchmarks Are Lying to You β€” The METR Study Explained

Half of AI-generated

Your AI Coding Benchmarks Are Lying To You

Your AI Coding Benchmarks Are Lying To You

This week, Alex and Sam look at why

AI Benchmarks Are Lying to You? I Tested 8 Models

AI Benchmarks Are Lying to You? I Tested 8 Models

Synthetic

The SWE-bench Lie: Why "95%" Says Nothing About Your Code

The SWE-bench Lie: Why "95%" Says Nothing About Your Code

A model just scored 95% on SWE-bench β€” and that number tells you almost nothing about whether it can fix a bug in your repo.

Why Every AI Benchmark is Lying to You (And How to Find Real Truth)

Why Every AI Benchmark is Lying to You (And How to Find Real Truth)

How do you prove an AI is actually good? It turns out there's no single number that captures it β€” every metric can be fooled,Β ...

Why 99% of C++ Microbenchmarks Lie – and How to Write the 1% that Matter! - Kris Jusiak

Why 99% of C++ Microbenchmarks Lie – and How to Write the 1% that Matter! - Kris Jusiak

https://cppcon.org --- Why 99% of C++ Microbenchmarks

This Coding Benchmark Finally Punishes Fake Agents

This Coding Benchmark Finally Punishes Fake Agents

DeepSWE is a coding

The Auto-Vectorization Lie: Why Your Code is Slow

The Auto-Vectorization Lie: Why Your Code is Slow

We're told modern compilers automatically optimize our loops for SIMD, but the reality is much more fragile. Explore theΒ ...

AI Benchmarks Are Rigged β€” How Top Labs Game the Leaderboards

AI Benchmarks Are Rigged β€” How Top Labs Game the Leaderboards

Every new AI model arrives with the same ritual: a leaderboard, a score, a victory lap. Those numbers are rigged β€” and in AprilΒ ...

Abstraction Bad? | Clean Code : Horrible Performance : (Clip) Interview

Abstraction Bad? | Clean Code : Horrible Performance : (Clip) Interview

Interviewing Casey Muratori! Full interview coming soon, please comment down below and i'll release it soonerΒ ...

Lies, Damned Lies, and Sponsored Benchmarks

Lies, Damned Lies, and Sponsored Benchmarks

AWS Morning Brief for the week of February 3, 2020.

GPT-5.5 Code: Why Benchmarks Lie

GPT-5.5 Code: Why Benchmarks Lie

Headlines claim GPT-5.5 has cracked complex software engineering, promising teams can stop writing