War in Middle East ‘could wipe out growth in UK living standards’

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I remember sending my first email in the early 1990s, a clunky experience which meant logging on to two different computer systems. I thought it would never replace the much swifter fax. The internet was already revolutionizing the flow of information and, as the editor of The Guardian’s gargantuan media section in the U.K. (printed every week with 50 pages of job ads), I was the proud owner of one of the first ‘WAP-enabled’ mobile telephones. I mused in the front-cover headline whether this was “the end of newspapers?”.

At the Lean FRO, Kim Morrison, a Senior Research Software Engineer, recently ran an experiment that went well beyond our expectations. An AI agent converted zlib, a widely used C compression library embedded in countless systems, to Lean, with minimal human guidance. No special tooling was built. It was Claude, a general-purpose AI, with no special training for theorem proving, out of the box. The workflow had four steps. First, the AI produced a clean, readable Lean implementation of the zlib compression format, including the DEFLATE algorithm at its core. Second, the Lean version passed the library’s existing test suite, confirming behavioral equivalence. Third, key properties were stated and proved, not as tests, but as mathematical theorems. The capstone theorem:,详情可参考同城约会

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This is an extensive data source, that covers many aspects of the tax code in all cantons and municipalities, currently for all tax years from 2010 to 2025.