Discover ANY AI to make more online for less.

select between over 22,900 AI Tool and 17,900 AI News Posts.

<
New
Agents
Marketing
Video
Image
Music
Coding
Communication
Education
Travel
>

An AI model programmed nonstop for 19 days on a single MirrorCode task that cost $2,600 to run
An AI model programmed nonstop for 19 days on a single MirrorCode task that cost $2,600 to run

Epoch AI's new MirrorCode benchmark tests whether AI models can recreate complete programs without access to the original code. Claude Opus 4.7 leads with a 56 percent solve rate, rebuilding a 16,000-line toolkit in just 14 hours. But every model tested still fails on the most complex tasks.
The article An AI model programmed nonstop for 19 days on a single MirrorCode task that cost $2,600 to run appeared first on The Decoder.

Discover Copy
Rating

Innovation

Pricing

Technology

Usability

We have discovered similar tools to what you are looking for. Check out our suggestions for similar AI tools.

venturebeat
Fine-tuning forgets. RAG leaks context. Hypernetworks build the model your

<p>Enterprise teams keep watching the same thing happen. An AI agent demos beautifully, goes to production, and stalls: it runs for a short stretch, then needs a human to top up its context and [...]

Match Score: 53.93

New open-source voice model listens nonstop and decides every 0.4 seconds whether to speak or stay silent
New open-source voice model listens nonstop and decides every 0.4 seconds w

<p><img width="1920" height="1047" src="https://the-decoder.com/wp-content/uploads/2026/06/audio-interaction-model-generated-image-nano-banana-pro.jpg" class=&qu [...]

Match Score: 49.26

venturebeat
Researchers say they trained a foundation model from scratch for about $1,5

<p>Training a foundation LLM from scratch costs millions and requires internet-scale data — which is why most enterprises don&#x27;t bother. Sapient thinks it has a cheaper path.</p> [...]

Match Score: 47.65

venturebeat
Your enterprise AI agents should automatically remember which model is righ

<p>AI agent orchestration platforms are popping up like weeds these days, but London-based AI transformation startup Mindstone&#x27;s <a href="https://www.producthunt.com/products/mi [...]

Match Score: 47.27

venturebeat
Perplexity AI unveils hybrid local-cloud inference system at Computex 2026

<p><a href="http://perplexity.ai">Perplexity AI</a>, the fast-growing search startup now <a href="https://techcrunch.com/2025/09/10/perplexity-reportedly-raised-200 [...]

Match Score: 45.66

venturebeat
Baidu just dropped an open-source multimodal AI that it claims beats GPT-5

<p><a href="https://www.baidu.com/"><u>Baidu Inc.</u></a>, China&#x27;s largest search engine company, released a new artificial intelligence model on Monda [...]

Match Score: 44.20

venturebeat
Are you paying an AI ‘swarm tax’? Why single agents often beat complex

<p>Enterprise teams building multi-agent AI systems may be paying a compute premium for gains that don&#x27;t hold up under equal-budget conditions. New Stanford University research finds th [...]

Match Score: 43.86

Someone programmed a 65-year old computer to play Boards of Canada's 'Olson'
Someone programmed a 65-year old computer to play Boards of Canada's &

<div id="8d212b96c124432888898352349a73a4"><div style="left:0;width:100%;height:0;position:relative;padding-bottom:56.25%;"><iframe src="https://www.youtube.com [...]

Match Score: 42.83

venturebeat
Xiaomi's HarnessX rewrites its own AI scaffolding mid-task — and sma

<p>As enterprise AI agents take on increasingly complex, long-horizon tasks, their performance is often restricted by their harness, the software scaffolding that connects the backbone LLM to it [...]

Match Score: 42.21