Use Cases

Education

An AI Detector Said a 30-Year-Old Essay Was Written by AI. Here's How to Actually Read One of These Accusations

A Yale student proved GPTZero gave a '100% probability of AI' verdict on texts published decades before any language model existed. A Stanford study measured the problem precisely: 61% false positives on real student writing. The four questions worth asking before accepting any accusation like this.

7 min 26 Jul. 2026

Use Cases

Estonia tests an AI to catch errors in draft laws

A beta prototype analyses legislative texts to flag broken references, contradictions and impossible dates before a bill is approved.

4 min 26 Jul. 2026

Medicine

Alignment plausibility: a proposal for evidence in mental-health AI

A preprint proposes assessing the values, training and continuous oversight of chatbots used for psychological support. It is an assurance framework, not certification or clinical evidence.

4 min 25 Jul. 2026

Transport

Motorway measures its agent: tool selection rises from 87% to 98%

Motorway and AWS attribute improvements in its dealer search agent to layered evaluation. The case shows how to measure tools, trajectories, outputs and consistency separately.

4 min 24 Jul. 2026

Computing

Credentials for AI agents: what a gateway protects and what remains open

OneCLI keeps real keys away from the model, but it does not make every authorized action safe. Its architecture helps separate custody, permission, execution and auditing.

4 min 24 Jul. 2026

Education

Morgan State transforms its cloud computing degree into an AI degree

Morgan State will launch an AI degree this autumn by transforming its cloud computing programme. Its 120-credit structure shows how to distinguish curricular change from a new label.

3 min 22 Jul. 2026

Medicine

Berlin prepares a forum to put public-health AI under the microscope

The Robert Koch Institute will hold its third symposium on AI in public-health research in September, focusing on data, evaluation and governance.

4 min 22 Jul. 2026

Use Cases

Torrejón tests AI to read safety patterns, not to watch people

Polic-IA turns historical incidents into risk maps. Audit data, thresholds, feedback, and human use before trusting a forecast.

4 min 22 Jul. 2026

Use Cases

AI helps read Herculaneum scrolls without opening them

Virtual unwrapping combines tomography, geometry, ink detection and philology. A guide to auditing the full chain from scroll to sentence.

3 min 22 Jul. 2026

Art and Entertainment

Netflix says generative AI now touches about 300 titles

Netflix said on July 16 that generative-AI workflows have been used in roughly 300 titles in 2026, mainly in post-production. That does not mean 300 works were made by AI.

4 min 22 Jul. 2026

Education

Claude for Teachers: how to audit an education assistant before classroom use

Anthropic is offering Claude free to verified US K-12 educators. Curriculum connections, open rubrics and specific terms aid evaluation, but do not replace school policy or human review.

5 min 22 Jul. 2026

Education

The IRIS Scale: disclosing AI use without mistaking it for learning

FECC proposes six levels to describe what a person does and delegates to AI. The framework improves transparency, but assessment must still test understanding and process.

4 min 21 Jul. 2026