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Decoding AI’s Open-Source Course Maps Three Ways to Run an Agent Loop and the Provider Economics Behind Each

Most teams treat ‘which model’ as the important decision. The harness engineering literature keeps pointing...

DecMetrics: Structured Claim Decomposition Scoring for Factually Consistent LLM Outputs

arXiv:2509.04483v1 Announce Type: new Abstract: Claim decomposition plays a crucial role in the fact-checking process...

Decision-Oriented Text Evaluation

arXiv:2507.01923v2 Announce Type: replace Abstract: Natural language generation (NLG) is increasingly deployed in high-stakes domains...

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...

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