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UniClawBench: A New Benchmark for Proactive AI Agents in Real-World Scenarios

UniClawBench: A New Benchmark for Proactive AI Agents in Real-World Scenarios

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3 min read
AI News Roundup: Grok 4.5 Hits Tesla, Perplexity's Orchestrator Beats Opus, and Meta Undercuts Pricing

AI News Roundup: Grok 4.5 Hits Tesla, Perplexity's Orchestrator Beats Opus, and Meta Undercuts Pricing

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2 min read
Half the answer keys in text-to-SQL benchmarks are wrong. So I generated the database from the answer key.

Half the answer keys in text-to-SQL benchmarks are wrong. So I generated the database from the answer key.

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7 min read
Grok 4.5 Was Trained on Your Coding Sessions Before xAI Owned Them

Grok 4.5 Was Trained on Your Coding Sessions Before xAI Owned Them

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3 min read
Agent Leaderboards Measure Score. We Added Price.

Agent Leaderboards Measure Score. We Added Price.

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5 min read
Xiaomi Launched a Frontier Model Anonymously. Developers Loved It.

Xiaomi Launched a Frontier Model Anonymously. Developers Loved It.

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3 min read
Turn the camera away, and the AI's world freezes

Turn the camera away, and the AI's world freezes

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3 min read
Reliable, and still wrong

Reliable, and still wrong

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3 min read
Put AI agents in charge of a Civilization game and they reach for the nukes

Put AI agents in charge of a Civilization game and they reach for the nukes

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3 min read
We Benchmarked BrassCoders Against a Frontier Model

We Benchmarked BrassCoders Against a Frontier Model

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5 min read
Claude Fable 5 Scores 95% on SWE-bench, Then Hands Off to Opus 4.8

Claude Fable 5 Scores 95% on SWE-bench, Then Hands Off to Opus 4.8

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3 min read
An LLM benchmark is only useful for as long as it's hard

An LLM benchmark is only useful for as long as it's hard

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10 min read
OpenAI just found ~30% of SWE-Bench Pro is broken — and retracted their own recommendation

OpenAI just found ~30% of SWE-Bench Pro is broken — and retracted their own recommendation

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2 min read
An AMD GPU Beat My Mac on Llama 8B. The Same GPU Lost on Phi-3.

An AMD GPU Beat My Mac on Llama 8B. The Same GPU Lost on Phi-3.

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5 min read
NLTK vs Compiled Regex: Tokenizing 100 MB of Text in .NET

NLTK vs Compiled Regex: Tokenizing 100 MB of Text in .NET

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3 min read
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