Assessing Claude Mythos Preview’s cybersecurity capabilities
…With NLM_F_EXCL , the loop stops at the first index whose bit is already zero—often immediately, and in the worst useful case after just two flips. The canary PTEs the…
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Project Fetch: Can Claude train a robot dog?
…Statistical comparisons of negative emotion and net emotional expression between teams were conducted using the non-parametric Mann-Whitney U test, which tests for differences in distributions between two independent groups without…
Harness design for long-running application development
…Running the harness For the first version of this harness, I used Claude Opus 4.5, running user prompts against both the full harness and a single-agent system for comparison. I…
Vibe physics: The AI grad student
…Include a derivation of the factorization formula, comparison with previous results, numerical checks against Monte Carlo calculations using EVENT2, and a final plot of the resummed distribution with uncertainty bands. and out…
Agentic coding and persistent returns to expertise
…An accountant who has never used Python, but tells Claude exactly which reconciliation rules a Python script must enforce and catches the edge case it mishandles at month-end close, is an…
I tried Claude Projects as my main research tool, but NotebookLM won me back
…I felt that Claude sometimes blurred the line between my uploaded sources and its own general knowledge. In many cases, the added context was genuinely useful, but during deeper research sessions, it…
I integrated Google Drive into Claude and my productivity tripled in no time
…But here, I was tossing complex Google Sheets full of comparison data and messy Google Docs with nested comments, and it didn’t break a sweat. Real-world use cases The game…
I almost ditched Claude over its brutal rate limits, but then it nailed something no other AI could
…I am a freelancer and I work from home, so I am able to simply shift my hours around to use Claude during off-peak periods. This isn't the case for…
Local models now handle 90% of what I used Claude Pro for, but the other 10% is worth paying for
…Most of the daily use cases are already handled with local And the surrounding stuff actually makes it better than cloud The actual tasks aren't really the conversation here. Regardless of…
Most people think Claude is just for coding — here's what I actually use it for
…It used to be the case that setting up MCP servers required manual configuration, but Claude created desktop extensions with a one-click installation and handles all the setup automatically now. This…
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