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Decide less, communicate more: On the construct validity of end-to-end fact-checking in medicine

arXiv:2506.20876v1 Announce Type: new Abstract: Technological progress has led to concrete advancements in tasks that...

Debates over AI consciousness are a trap

“Runaway” AI, “rogue” agents, and “autonomous” actors—the current rhetoric would have you believe that AI...

Debate or Vote: Which Yields Better Decisions in Multi-Agent Large Language Models?

arXiv:2508.17536v1 Announce Type: new Abstract: Multi-Agent Debate~(MAD) has emerged as a promising paradigm for improving...

David Sinclair plans to test whole-body rejuvenation drugs in the XPrize competition

The outspoken longevity scientist David Sinclair has been predicting that one day, you’ll go to...

Datalab Marker v2 vs MinerU, Docling, and Liteparse: Benchmark Breakdown

Datalab has released Marker 2, a full rewrite of its open source document conversion pipeline...

Datalab Introduces OmniExtractBench to Fix Bias and Opacity in Extraction Benchmarks

Datalab has released OmniExtractBench, an open benchmark for structured document extraction. It tests how accurately...

Dataclasses for Structured Application Data

Scalar defaults work the way you’d expect, and batch_size: int = 500 is all you...

Dataclasses for Structured Application Data

Scalar defaults work the way you’d expect, and batch_size: int = 500 is all you...

Databricks Open-Sources Omnigent: A Meta-Harness That Composes, Governs, and Shares AI Agents Across Claude Code, Codex, and Pi

Databricks released Omnigent, an open source ‘meta-harness’ for AI agents. The project ships under the...

Databricks open-sources declarative ETL framework powering 90% faster pipeline builds

With Apache Spark Declarative Pipelines, engineers describe what their pipeline should do using SQL or...

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