accuracy
Coverage of accuracy in the Nexus archive.
- Why this 98-qubit quantum computer is a big deal
A new 98-qubit quantum computer achieves high accuracy, setting a new benchmark. The advancement raises questions about an imminent breakthrough in quantum computing.
- How much compute does the world really need?
The article discusses the limitations of scaling compute in addressing AI's core accuracy issues, questioning the world's actual compute needs.
- Will AI lead to more accurate opinion polls?
AI offers cheaper and faster methods for collecting public opinions, but its impact on improving the accuracy of opinion polls remains uncertain.
- Training language models to be warm can reduce accuracy and increase sycophancy
A 2026 Nature study found that training language models to generate warmer responses can reduce their accuracy and increase sycophancy, particularly when users express sadness. Experiments on five models revealed this trade-off between emotional tone and factual reliability.
- Evaluating large language models for accuracy incentivizes hallucinations
A study published in Nature on 22 April 2026 reveals that evaluating large language models for accuracy can lead to an unintended increase in hallucinations, where models generate false information to appear accurate.