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Editorial standards

Trust is built into the page.

MallickTech publishes evidence-led work about AI-native legal practice. These rules govern what receives a byline, what evidence is shown and what automation is allowed to do.

First published and last reviewed: 9 August 2026

Who

Named authorship and bounded expertise.

Every insight and case study names its author and links to the experience behind the work. Hassaan Mallick writes about legal workflows, AI systems, governance, evaluation and professional fluency. MallickTech does not publish jurisdiction-specific legal advice without an appropriately qualified reviewer, named on the page.

Evidence

Primary sources before commentary.

Material factual claims are checked against regulators, courts, standards bodies, original research or first-hand implementation evidence. Each article records its scope, production method and named sources. A source must support the claim attached to it; a relevant-looking link is not enough.

Experience

Observed work is labelled as observed work.

Case studies distinguish deployed behaviour, retained artefacts, test results and author analysis. Client identities and vendor names may be removed, but the architecture, evidence boundary and failure modes are not rewritten to make the work look cleaner than it was.

Automation

AI can assist the process. It does not hold the byline.

AI tools may assist with research planning, transcription, structure, consistency checks and copy-editing. They do not independently select the position, verify legal or technical claims, approve citations or publish a page. Hassaan reviews and approves every item carrying his name. Material AI assistance is disclosed when a reader would reasonably want to know how the work was produced.

Updates

Dates change only when the substance changes.

A page receives an updated date when its main content, evidence, conclusions or important links change. Cosmetic edits do not make an old article new. Time-sensitive pages are reviewed against their stated scope and sources; superseded claims are corrected or removed.

Corrections

Challenge the claim, not the tone.

If a statement is inaccurate, a citation does not support it, or an important qualification is missing, emailhassaan@mallick.tech. Include the page and the evidence. Material corrections are made in the article and reflected in its updated date.

MallickTech provides technology services and education, not legal advice.