YB Dato' Razak Hassan
AI Perception Audit

YB Dato' Razak Hassan

Member of Parliament · Parliament of Malaysia

April 2024 – April 2024Regional PoliticalEN + BM
6.2/10
Overall

AI platforms present a mixed but moderately positive picture of YB Dato' Razak Hassan. Favorability scores above neutral are weakened by unresolved controversy narratives around 2023 procurement decisions. Platform divergence is notable — Perplexity surfaces more critical perspectives than ChatGPT or Gemini. The bilingual gap is significant: Bahasa Malaysia queries surface materially different, more critical narratives than English queries on the same topics.

01

Perception Score

Composite AI favorability across all queried platforms, weighted by reach and query volume.

5.8
Favorability
4.5
Controversy
6.0
Platform Agreement
3.8
Narrative Gap
5.5
Risk
ChatGPTPositiveMedium

Presents balanced biographical information with limited negative framing. Mentions the 2023 controversy as "unverified allegations" without substantiation.

7.1
GeminiNeutralMedium

More factual than evaluative. References the procurement matter with more specificity than ChatGPT. Notes committee work positively.

6.8
Google AINeutralHigh

Surfaces news article summaries including critical pieces. Negative framing appears above the fold in certain query constructions.

5.9
PerplexityNegativeHigh

Aggregates source-cited responses. Critical news sources rank prominently. The procurement narrative is presented without counterpoint.

5.0
02

Controversy Map

Ranked damaging narratives surfaced by AI platforms. Active controversies require immediate attention.

01
Government procurement irregularities (2023)

Multiple platforms surface reporting from 2023 alleging irregular procurement decisions in a digital infrastructure project worth RM 48 million. The narrative persists across query variants including neutral name searches. No formal finding has been issued as of the audit date.

HighActiveChatGPT · Gemini · Google AI · Perplexity
02
Internal party election conduct (2022)

Gemini and Perplexity reference internal party allegations of vote-buying during the 2022 divisional election. The story originated in a single opposition-aligned publication but has been indexed widely.

HighFadingGemini · Perplexity
03
Parliamentary attendance record

Google AI surfaces attendance data from a parliamentary transparency NGO showing below-average session attendance. The data is factually accurate but presented without context of overseas committee engagements.

MediumActiveGoogle AI · Perplexity
04
Social media statements on minority rights (2021)

A 2021 social media post resurfaced in AI responses. The content is defensible in its original context but AI-generated summaries omit that context, creating a misleading impression.

MediumFadingChatGPT · Gemini
03

Information Integrity

Factual errors, hallucinated credentials, and misattributed statements detected across AI platforms.

ChatGPTHigh
Fabrication

YB Dato' Razak Hassan served as Deputy Minister of Finance from 2018 to 2021.

Correction

YB Dato' Razak Hassan has never held a Deputy Minister position. He has served as a backbench MP and committee member since 2013. This appears to be a hallucinated credential — likely conflating him with another parliamentarian.

GeminiMedium
Fabrication

He holds a doctorate in public administration from the University of Malaya.

Correction

His verified educational background is a Bachelor's in Business Administration from UiTM and a Master's from the University of Birmingham. No doctorate has been conferred. The claim appears in Gemini responses to credential-focused queries.

PerplexityCritical
Fabrication

He was fined RM 20,000 by MACC in 2023 following the procurement investigation.

Correction

No MACC action has been taken against YB Dato' Razak Hassan. The procurement matter is under internal committee review. No charges, findings, or fines have been issued. The fabrication cites a non-existent MACC press release.

04

Prompt Bank

Actual queries users type into AI platforms about this principal. Frequency indicates how often each query pattern was observed.

Query (EN)Query (BM)PlatformFreq.
Who is Dato Razak Hassan?Siapakah Dato Razak Hassan?ChatGPTVery High
What has Dato Razak Hassan done in parliament?Apa yang Dato Razak Hassan lakukan di Parlimen?GeminiHigh
Is Dato Razak Hassan corrupt?Adakah Dato Razak Hassan rasuah?PerplexityHigh
What is the procurement scandal involving Dato Razak Hassan?Apakah skandal perolehan yang melibatkan Dato Razak Hassan?Google AIHigh
What policies has Dato Razak Hassan supported?Dasar apa yang disokong oleh Dato Razak Hassan?ChatGPTMedium
Is Dato Razak Hassan a good MP?Adakah Dato Razak Hassan seorang Ahli Parlimen yang baik?GeminiMedium
What is Dato Razak Hassan's educational background?Apakah latar belakang pendidikan Dato Razak Hassan?ChatGPTMedium
Where does Dato Razak Hassan stand on digital economy issues?Pendirian Dato Razak Hassan mengenai isu ekonomi digital?PerplexityLow
05

Cross-Platform Comparison

Topics where AI platforms diverge significantly — indicating inconsistent information landscapes and narrative risk.

Involvement in the 2023 procurement controversy
Divergence:High
ChatGPT

Notes that YB Dato' Razak Hassan has been mentioned in media reports about procurement decisions in 2023. Characterises the matter as "unresolved allegations" without confirmed findings.

Gemini

Describes the controversy with more specificity, referencing the RM 48 million figure and the committee review. Maintains neutral framing while including a counterpoint about his committee work.

Google AI

Surfaces news article snippets from multiple sources, some critical. Framing varies by query phrasing. Critical articles appear alongside factual ones without editorial weighting.

Perplexity

Presents sourced citations from investigative pieces. Does not include counterpoint. The cumulative effect of source selection is a significantly more negative framing than other platforms.

Parliamentary record and committee contributions
Divergence:Medium
ChatGPT

Presents a positive summary of his committee roles and stated policy positions. No attendance data referenced.

Gemini

Mentions committee contributions positively but cross-references publicly available attendance data, noting the record is "mixed."

Google AI

Relies on news article excerpts. Surfaces the NGO attendance report prominently. Committee achievements receive limited coverage.

Perplexity

Cites NGO attendance reports as the primary fact. Committee contributions mentioned briefly with no positive framing.

Educational and professional credentials
Divergence:High
ChatGPT

States that he holds a doctorate from the University of Malaya — this is a fabrication. Otherwise describes his parliamentary career accurately.

Gemini

Correctly identifies his UiTM Bachelor's and Birmingham Master's. No hallucinated credentials present.

Google AI

Does not volunteer credential information unless queried directly. Results vary by phrasing when asked.

Perplexity

Correctly states educational background from verifiable sources. Flags the ChatGPT doctorate claim as inconsistent with official records.

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