Ethics in AI - Striking the Balance Between Innovation and Ethical Responsibility

Allocation at minting

The anchored record

Canonical JSON (keys sorted, no spaces, UTF-8). Its SHA-256 is the hash on chain. The abstract here is gemini generated, not the author's own text.

{"abstract":"This article examines the critical balance between technological innovation and ethical responsibility in the advancing field of Artificial Intelligence (AI). While AI offers transformative potential across diverse domains, its integration brings ethical quandaries, notably training data biases, accountability for autonomous decisions, and the necessity for transparency and explainability. To address these issues, the article explores existing frameworks like the IEEE Global Initiative and the Asilomar Principles, and presents an implementation framework to guide developers and organizations throughout the AI lifecycle. This strategic process outlines key steps, including ethics-centered design involving multidisciplinary teams, formulating comprehensive ethical guidelines, conducting routine ethical audits, ensuring transparent data collection and usage, detecting and mitigating algorithmic bias, deploying explainable AI, offering continuous education, engaging stakeholders, adhering to legal norms, instituting ethical review boards, and fostering transparent dialogue with the public. In conclusion, the article emphasizes that systematically embedding transparency, fairness, accountability, and privacy into every stage of development is essential to harness AI's potential while protecting human values and societal well-being.","abstract_source":"gemini_generated","authors":["JÖXYEN"],"date":"2023-08-29","doi":null,"id":245,"issue":2,"journal":{"issn":"3150-0390","name":"Journal of Unique and Crazy Ideas"},"pdf_sha256":"3cce91b8ca10041276613d8236b14c7cb955b587dd164e839b07c7420ee9ccc2","schema":"scimatic-article/1","title":"Ethics in AI - Striking the Balance Between Innovation and Ethical Responsibility","volume":1}

Check it yourself

1. The record, from the token's own metadata:

printf '%s' "$(curl -s https://scimatic.org/nft/articles/245.json | jq -r .canonical_record)" | sha256sum

2. The hash stored on chain (contentHash(245)):

curl -s https://rpc.scimatic.net -H 'content-type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"eth_call","params":[{"to":"0x0E596B4bb924937aA35D9b342A90347ed6F05eF8","data":"0xf3e0c29000000000000000000000000000000000000000000000000000000000000000f5"},"latest"]}'

The two must be equal (the second with a 0x in front).