【AICC Original Article】Chinese Team Breaks International Record in Post-Quantum Cryptography. 

Detected Manipulations & Suggested Changes

Unbalanced reporting

Presenting mainly one side’s perspective or interests while omitting other relevant viewpoints or context.

The article focuses entirely on China Telecom Quantum Group and its partner universities, describing their record-breaking result and product line, without any comment or verification from independent or international experts, or comparison with other teams’ performance in the LWE Challenge. Examples: - "its PQC Research Institute, in collaboration with Shanghai Jiao Tong University and East China Normal University, has successfully solved two challenge instances consecutively in the international LWE Challenge, breaking the relevant international record." - "To date, China Telecom Quantum Group has independently developed a commercial cryptography product system covering seven major categories..."

3 suggestions

Add independent or international expert commentary on the significance of solving these LWE Challenge instances and what kind of "international record" was broken (e.g., record for which parameter set, compared to which previous holder).

Include brief context on other notable participants or previous record holders in the LWE Challenge to show where this achievement stands in the broader field.

Clarify whether the LWE Challenge organizers or an independent body have confirmed and recorded the result, and if so, quote or reference them.

Selective use of sources

Relying on a narrow set of sources that all align with one interest or perspective.

The only substantive source is China Telecom Quantum Group (via the reporter) and the article is reprinted from a local outlet (Hefei Evening News). There are no references to the LWE Challenge organizers, international cryptography bodies, or external researchers. Example: - "the reporter learned from China Telecom Quantum Group that its PQC Research Institute... has successfully solved two challenge instances..."

3 suggestions

Cite or link to the official LWE Challenge website or announcement confirming the record.

Include at least one quote or reference from an independent cryptography researcher or institution not directly affiliated with China Telecom Quantum Group or the partner universities.

Clarify the method of verification (who verified the solution, under what rules) and reference that verifying body as a source.

Omission of key information

Leaving out important details that are necessary to fully understand or evaluate the claim.

The article states that an "international record" was broken but does not specify what exact metric or category this record refers to (e.g., largest parameter set solved, fastest time, fewest resources, etc.). It also does not describe the difficulty level or how this compares to previous records. Example: - "has successfully solved two challenge instances consecutively in the international LWE Challenge, breaking the relevant international record."

3 suggestions

Specify the exact nature of the record: for example, "record for the largest dimension parameter set solved" or "record for the hardest publicly posted instance solved to date" and name the previous record holder if known.

Provide basic technical context on the difficulty level of the solved instances (e.g., parameter sizes, security level) so readers can gauge the significance.

Clarify whether both solved instances contributed to the record and how (e.g., consecutive solutions at increasing difficulty).

Mild promotional framing / halo effect

Using an achievement in one area to implicitly enhance the perceived value or credibility of related commercial offerings, without clear separation between news and promotion.

After describing the record in the LWE Challenge, the article shifts to listing China Telecom Quantum Group’s commercial product system and certifications, which is not strictly necessary to report the research achievement and reads as promotional. Example: - "To date, China Telecom Quantum Group has independently developed a commercial cryptography product system covering seven major categories, including cryptographic algorithms, data encryption, and key management, with over 50 products having obtained commercial cryptography product model certification."

3 suggestions

Clearly separate the research achievement from any commercial promotion, for example by stating why the product information is relevant (e.g., how the research may influence or be integrated into products) or by omitting unrelated marketing details.

If product information is kept, frame it more neutrally and tie it explicitly to the news: e.g., "The group, which already develops commercial cryptography products, stated that advances in solving LWE instances may inform future product designs."

Balance the promotional element by mentioning that commercial deployment of post-quantum algorithms typically requires further standardization, testing, and international evaluation.