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The Index recomputed live from the record

What the evidence says.What the public feels.

The record holds 933 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.

933 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.

1,703 results
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AI gains · 933

729
HealthStableModerate evidence · 1 source

Integrating genomics, transcriptomics, proteomics and metabolomics with machine learning enables more precise and tailored therapeutic strategies that improve treatment efficacy and reduce adverse effects.

Published November 30, 2024, this peer-reviewed article reviews how combining genomics, transcriptomics, proteomics and metabolomics with machine learning and high-throughput sequencing is being used to tailor therapies to individual genetic and molecular profiles.

Impact 30%
49
Evidence 25%
95
Scale 20%
35
Confidence 15%
87
Recency 10%
84

Updated Jul 19, 2026 · TRV-2026-0274

67Index score
730
LaborStableModerate evidence · 1 source

AI adoption in organizations can improve work practices by increasing efficiency, productivity, and innovation.

A systematic literature review published November 28, 2024 examined how artificial intelligence is transforming organizational landscapes. It found AI reshapes work practices through automation and changes to decision making and employee roles, while driving cultural shifts toward innovation, agility, and continuous learning.

Impact 30%
49
Evidence 25%
95
Scale 20%
35
Confidence 15%
87
Recency 10%
84

Updated Jul 19, 2026 · TRV-2026-0273

67Index score
731
ScienceStableModerate evidence · 1 source

Deep learning drives advancements in biology, chemistry, and physics by facilitating analysis of protein folding, molecular discovery, and particle interactions.

As of November 27, 2024, this peer-reviewed review paper surveys the state of deep learning, describing its role as a core component of modern AI and summarizing evolution from CNNs and RNNs to transformers, GANs, capsule networks, and GNNs, plus training methods like self-supervised, federated, and deep reinforcement learning.

Impact 30%
49
Evidence 25%
95
Scale 20%
35
Confidence 15%
87
Recency 10%
84

Updated Jul 19, 2026 · TRV-2026-0272

67Index score
732
HealthStableModerate evidence · 1 source

Machine learning models that incorporate compressed respiratory and oxygenation timeseries improved early prediction of BPD at 7 days after birth compared to clinical-data-only models.

In a retrospective study of 513 preterm infants in a neonatal intensive care unit between 2009-2015, investigators developed machine learning models to predict bronchopulmonary dysplasia within one week after birth using clinical data and respiratory and oxygenation timeseries. The best model combined clinical data with advanced timeseries features processed by a long short-term memory network, achieving AUC 0.83.

Impact 30%
49
Evidence 25%
95
Scale 20%
35
Confidence 15%
87
Recency 10%
84

Updated Jul 19, 2026 · TRV-2026-0270

67Index score

AI problems · 770

729
OtherStableModerate evidence · 1 source

OpenAI put Stargate UK on hold in Britain, citing high energy costs and regulatory uncertainty, delaying planned sovereign compute datacentre capacity.

On 9 April 2026 The Guardian reported OpenAI had put on hold Stargate UK, a flagship element of a September 2025 UK-US AI deal that was presented as part of £31bn in US tech commitments. The plan involved OpenAI exploring offtake of 8,000 Nvidia chips at datacentres to be built by UK firm Nscale to provide sovereign compute for government and other UK institutions.

Impact 30%
49
Evidence 25%
62
Scale 20%
35
Confidence 15%
62
Recency 10%
84

Updated Jul 20, 2026 · TRV-2026-0291

55Index score
730
PolicyStableModerate evidence · 1 source

xAI alleges Colorado's AI law violates First Amendment protections by prohibiting disfavored AI speech and compelling developers to promote the state's views on equity and race.

On 9 April 2026, Elon Musk's xAI filed a lawsuit in US district court in Colorado seeking to block enforcement of Colorado's 2024 comprehensive AI law before its 30 June 2026 effective date. The law would impose new requirements on AI systems to protect residents from algorithmic discrimination in education, employment, healthcare, housing and financial services.

Impact 30%
49
Evidence 25%
62
Scale 20%
35
Confidence 15%
62
Recency 10%
84

Updated Jul 20, 2026 · TRV-2026-0290

55Index score
731
ScienceStableModerate evidence · 1 source

AI-generated and AI-enhanced bird images posted to wildlife forums are contaminating citizen science records and undermining platforms like iNaturalist that researchers use to monitor species ranges.

On 20 July 2026, The Guardian reported that scientists are warning birdwatchers against using generative AI to create or enhance wildlife photos. Researchers writing in Nature said hundreds of AI-altered images have been found on citizen science databases such as iNaturalist and Macaulay Library, which scientists use to track where species occur.

Impact 30%
49
Evidence 25%
62
Scale 20%
35
Confidence 15%
62
Recency 10%
84

Updated Jul 20, 2026 · TRV-2026-0286

55Index score
732
Media & ArtsStableModerate evidence · 1 source

AI systems trained to imitate a composer's output and an orchestra's broadcasts enable diabolical musical deepfakes that challenge human creativity.

On 17 July 2026 The Guardian reviewed Robert Laidlow's album Reality Eaters, highlighting Silicon, a three-movement work that incorporates AI. The review notes Laidlow wrestling with a machine instructed to imitate his output, using adaptive electronics for deepfakes, and pitting the BBC Philharmonic against an algorithm trained on its own broadcasts.

Impact 30%
49
Evidence 25%
62
Scale 20%
35
Confidence 15%
62
Recency 10%
84

Updated Jul 17, 2026 · TRV-2026-0240

55Index score

Recomputed live from the record · Oct 11, 2026, 2:28 PM