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The Index recomputed live from the record

What the evidence says.What the public feels.

The record holds 932 sourced gains and 770 sourced problems, averaging 68 and 66 on the index score. Readers have logged 22 public signals on the Pulse, which is kept apart and never counted as evidence.

932 gains
770 problems
Every sourced claim in the Index, one square each, shaded by the strength of its evidence. High Moderate Emerging

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

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AI gains · 932

761
HealthStableModerate evidence · 1 source

HAIRA maturity model provides tiered benchmarks that let healthcare organizations assess current governance and advance based on available resources.

On 2026-02-11, authors reported a systematic review of 35 healthcare AI implementation frameworks from 2019-2024, identifying seven critical governance domains. They used those findings to develop HAIRA, a five-level maturity model from Level 1 Initial/Ad Hoc to Level 5 Leading with benchmarks across the domains.

Impact 30%
49
Evidence 25%
95
Scale 20%
35
Confidence 15%
87
Recency 10%
83

Updated Jul 13, 2026 · TRV-2026-0182

67Index score
762
PolicyStableModerate evidence · 1 source

Among active social media users in Kazakhstan, perceiving algorithmic personalization was under certain conditions associated with a higher sense of control over information choices.

By May 2026, researchers reported a mixed-methods study of 1,795 active social media users in Kazakhstan examining how perceptions of algorithmic influence and AI manipulation relate to democratic indicators. They found perceived personalization was modestly negatively linked to trust and discussion quality but sometimes linked to greater control, while perceived AI manipulation was strongly negatively linked to all indicators, especially for Telegram and YouTube users and those aged 18-29.

Impact 30%
49
Evidence 25%
95
Scale 20%
35
Confidence 15%
87
Recency 10%
83

Updated Jul 13, 2026 · TRV-2026-0179

67Index score
763
PolicyStableModerate evidence · 1 source

The HIPSTer ontological framework advanced multilingual hybrid-threat handling to TRL-4 validation using high-efficiency semantic vectors and formal reasoning.

Published May 9, 2026, this scoping review assessed OSINT, SOCMINT, and NLP tools for hybrid-threat detection against operational requirements drawn from Russian and Chinese military tradecraft and European operational experience. It found individual disciplines technically advanced but defensive systems siloed, identifying a persistent semantic gap in cross-domain and cross-language reasoning.

Impact 30%
49
Evidence 25%
95
Scale 20%
35
Confidence 15%
87
Recency 10%
83

Updated Jul 13, 2026 · TRV-2026-0178

67Index score
764
LaborStableModerate evidence · 1 source

Generative AI can increase meaningfulness for creatives by democratizing access to creative tools and consolidating tasks.

This peer-reviewed paper examines how recent advances in Generative AI are transforming creative industries by affecting the meaningfulness of work. It applies a framework covering task integrity, skill cultivation, task significance, autonomy, and belongingness to specialist, embedded, and support creatives.

Impact 30%
49
Evidence 25%
95
Scale 20%
35
Confidence 15%
87
Recency 10%
83

Updated Jul 13, 2026 · TRV-2026-0174

67Index score

AI problems · 770

Recomputed live from the record · Oct 11, 2026, 10:32 AM