TruaceTracing the truth around AIMonday, September 14, 2026
The Index

What the evidence says.What the public feels.

Ranks distinct AI gain and problem claims from the published record. Scores reward impact, independent source strength, scale, confidence, and recency.

1,404 results
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AI gains · 779

67
GainHealth· Stable· Evidence: Moderate (1 source)

AI chatbots used as supplementary mental health support reduced psychological distress among adolescents aged 10-24 and helped overcome stigma-related barriers to care access.

A March 2026 comprehensive literature review in the Journal of Multidisciplinary Healthcare analyzed 80 studies on AI chatbots for adolescents aged 10-24. It found moderate effectiveness in reducing psychological distress with effect sizes from g = -0.46 to -0.10 and noted promise in lowering stigma-related barriers to care.

Impact 30%49
Evidence 25%95
Scale 20%35
Confidence 15%87
Recency 10%89

Updated Jul 20, 2026 · TRV-2026-0348

67
GainHealth· Stable· Evidence: Moderate (1 source)

Carey, a GPT-4o-based chatbot, was used as a probe to provide AD/ADRD family caregivers with on-demand information access and a safe space for disclosure for emotional support.

On March 24, 2026, researchers reported developing Carey, a GPT-4o-based chatbot intended to provide informational and emotional support to family caregivers of people with Alzheimer's and related dementias. They used Carey as a technology probe in semi-structured interviews with 16 caregivers after scenario-driven interactions, identifying six themes of need and expectation.

Impact 30%49
Evidence 25%95
Scale 20%35
Confidence 15%87
Recency 10%89

Updated Jul 20, 2026 · TRV-2026-0347

67
GainEducation· Stable· Evidence: Moderate (1 source)

The proposed EAP-AIAS provides a five-level framework from No AI to Full AI to help EAP educators integrate GenAI into teaching and assessment and prepare students for AI-enhanced academic work.

The paper proposes the EAP-AIAS, an adaptation of the AI Assessment Scale tailored to English for Academic Purposes, outlining five levels of permitted GenAI use from No AI to Full AI to guide learning and assessment decisions.

Impact 30%49
Evidence 25%95
Scale 20%35
Confidence 15%87
Recency 10%89

Updated Jul 20, 2026 · TRV-2026-0346

67
GainHealth· Stable· Evidence: Moderate (1 source)

Data-centric foundation models can improve healthcare workflows and enhance patient outcomes through better data characterization and scale from pre-training to inference.

Published March 28, 2026 in ACM Computing Surveys, this survey examines data-centric foundation models in computational healthcare, covering approaches from pre-training to inference aimed at improving clinical workflows. It highlights the shift toward data characterization, quality, and scale, and provides a public list of models and datasets.

Impact 30%49
Evidence 25%95
Scale 20%35
Confidence 15%87
Recency 10%89

Updated Jul 20, 2026 · TRV-2026-0345

AI problems · 625

55
ProblemMedia & Arts· Stable· Evidence: Moderate (1 source)

Local musicians and artists in Peterborough are objecting to AI being used to generate concert posters, raising concerns about displacement of human poster artists.

On July 20, 2026, reporting from Peterborough described some musicians and artists pushing back on the use of artificial intelligence to create concert posters and other musical promotions, indicating a split in the local music community.

Impact 30%49
Evidence 25%62
Scale 20%35
Confidence 15%62
Recency 10%89

Updated Jul 21, 2026 · TRV-2026-0466

55
ProblemMedia & Arts· Stable· Evidence: Moderate (1 source)

Demand from AI data centres has increased RAM and storage costs, contributing to higher retail prices for gaming consoles and PC components for consumers.

By 1 April 2026, the Guardian reported that gaming hardware had become markedly more expensive, with the PlayStation 5 rising from a3449 at launch to a3569.99 in the UK after a fresh a390 increase. The article linked this to surging demand for RAM and storage from AI data centres, compounded by inflation and disruption from wars in Ukraine and Iran, affecting consoles, PC graphics cards, and handhelds like the Steam Deck.

Impact 30%49
Evidence 25%62
Scale 20%35
Confidence 15%62
Recency 10%89

Updated Jul 20, 2026 · TRV-2026-0337

55
ProblemMedia & Arts· Stable· Evidence: Moderate (1 source)

Generative AI platforms that analyse existing songs to generate new tracks risk taking musicians' voices and work without permission, leaving artists at the bottom of corporate structures.

On 5 December 2025, The Guardian reported Eurythmics co-founder Dave Stewart urging musicians to license their voices and skills to generative AI platforms, as Universal partnered with Udio and Warner with Suno to allow user-generated music based on label artists. Stewart launched Rare Entity with Dom Joseph and Rich Britton to fund creative ventures without taking underlying intellectual property.

Impact 30%49
Evidence 25%62
Scale 20%35
Confidence 15%62
Recency 10%89

Updated Jul 20, 2026 · TRV-2026-0336

55
ProblemOther· Stable· Evidence: Moderate (1 source)

When deployed to cut costs, an AI radiologist can demote remaining human radiologists to results-checking drones who are more likely to make mistakes.

Published 22 June 2026 as a Guardian book review, the piece summarizes Cory Doctorow's argument that AI's current rollout is driven by tech valuations tied to replacing worker salaries, illustrated by the contrast between a centaur model where a human radiologist works with AI for better accuracy and a reverse centaur model where humans become error-prone checkers.

Impact 30%49
Evidence 25%62
Scale 20%35
Confidence 15%62
Recency 10%89

Updated Jul 20, 2026 · TRV-2026-0335

Recomputed live from the record · Sep 14, 2026, 7:56 PM