(Amazon)

Previously, companies like OpenAI have entered into individual licensing agreements with media organizations such as the Associated Press and News Corp, but these have not fully resolved legal risks. Numerous lawsuits regarding the use of copyrighted materials in AI models are still ongoing. Meanwhile, AI-powered summary features in search engines like Google have raised concerns among media publishers about declining website traffic.

The establishment of a licensing marketplace is seen as a viable solution to these challenges. If implemented, such a centralized platform could offer the AI industry a clearer and more sustainable pathway to accessing content while helping publishers explore new business models in the age of artificial intelligence. However, the specific operational mechanisms and market response remain to be seen.

Roger Luo said:This move transforms the copyright game into a market mechanism, which is expected to build a clearer AI data ecosystem. However, core issues such as pricing power and ownership definition still need to be resolved, and the actual effectiveness depends on the depth of multi-party cooperation.

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(Building for Google’s “Conflict Resolution” Advice (YMYL))

The new advice asks creators to focus on building trust and clarity when writing about sensitive issues like disputes, negotiations, or peace-building strategies. Google wants this content to come from people with real experience or proper credentials in the field. It also stresses the need for balanced viewpoints and factual accuracy.

Sites that offer advice on resolving personal, legal, or community conflicts must now show clear expertise. Google says readers should be able to understand who wrote the content and why they are qualified to give such advice. Anonymous posts or vague sources may not meet the new standards.

This update does not introduce a new algorithm. Instead, it clarifies how human reviewers should assess content during quality evaluations. The goal is to make sure helpful, reliable information ranks higher in search results, while low-quality or misleading pages get less visibility.

Google first introduced YMYL guidelines years ago, but it keeps refining them as online information grows more complex. Conflict resolution is now getting special attention because of its potential impact on users’ real-life decisions. People often turn to search engines during stressful situations, so Google believes they deserve trustworthy answers.

(Building for Google’s “Conflict Resolution” Advice (YMYL))

Webmasters and content teams are encouraged to review their existing pages on mediation, counseling, or dispute handling. They should check if their content reflects deep knowledge, cites credible sources, and avoids taking sides without evidence. Simple changes like adding author bios or linking to professional affiliations can help meet the updated expectations.

(Andrey Rudakov/Bloomberg / Getty Images)

XAI launched Grokipedia in October last year, after Musk repeatedly criticized Wikipedia for bias against conservatives. The media then found that although many entries seemed to be copied directly from Wikipedia, Grokimedia also claimed that pornographic content aggravated the AIDS crisis, provided an “ideological defense” for slavery, and used derogatory expressions against cross gender groups.

For an encyclopedia derived from a chatbot that once claimed to be a “mechanical Hitler” and was used to spread deepfake pornographic content on the X platform, these contents may not be surprising. However, its information seems to be gradually spreading beyond Musk’s ecosystem – The Guardian reported that GPT-5.2 cited content from Grokipedia nine times in response to over ten different questions.

The Guardian pointed out that ChatGPT did not cite the source when asked about topics on which the false information of Grokimedia has been widely reported, such as the riots on Capitol Hill on January 6 or the AIDS epidemic. On the contrary, citations appear on more obscure topics, including statements about historian Richard Evans that The Guardian has previously clarified. Anthropic’s Claude model also referenced Grokipedia when answering certain questions. ）

A spokesperson for OpenAI told The Guardian that the company is committed to obtaining information from a wide range of publicly available sources and diverse perspectives.

Roger Luo said:This incident exposes a critical flaw in generative AI’s cross-system information integration: the absence of an effective fact-prioritization mechanism and a traceability verification framework. When algorithms indiscriminately absorb ideologically biased data sources, they not only distort the neutrality of knowledge dissemination but also risk systematically polluting the foundation of public understanding.

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(Breaking: X’s New “Content Moderation” AI Reduces Harmful Posts)

THIS NEW AI TECHNOLOGY SCANS POSTS IN REAL-TIME. IT LOOKS FOR POTENTIALLY DANGEROUS MATERIAL. THIS INCLUDES HATE SPEECH, GRAPHIC VIOLENCE, AND HARASSMENT. THE SYSTEM FLAGS CONTENT THAT VIOLATES X’S SAFETY POLICIES. HUMAN MODERATORS THEN REVIEW THESE FLAGGED ITEMS. THIS PROCESS HELPS SPEED UP DECISIONS.

X ENGINEERS BUILT THIS SYSTEM USING RECENT ADVANCEMENTS IN MACHINE LEARNING. THE AI STUDIES PATTERNS FROM VAST AMOUNTS OF DATA. IT LEARNS TO RECOGNIZE HARMFUL CONTENT MORE ACCURATELY OVER TIME. TESTING SHOWED THE NEW MODEL OUTPERFORMS PREVIOUS VERSIONS. IT MAKES FEWER MISTAKES.

EARLY DATA INDICATES A POSITIVE IMPACT. X SEES FEWER REPORTS OF ABUSIVE CONTENT FROM USERS. THE PLATFORM FEELS SAFER FOR MANY PEOPLE. OFFICIALS BELIEVE THIS WILL ENCOURAGE MORE POSITIVE INTERACTIONS. THEY AIM TO PROTECT USERS WHILE PRESERVING FREE EXPRESSION.

THE ROLLOUT IS GLOBAL. X PRIORITIZED REGIONS WITH HIGH VOLUMES OF PROBLEMATIC CONTENT. THE COMPANY WILL CONTINUE REFINING THE AI. UPDATES WILL ADDRESS NEW FORMS OF HARMFUL MATERIAL AS THEY EMERGE. USER FEEDBACK IS CRITICAL FOR THESE IMPROVEMENTS.

(Breaking: X’s New “Content Moderation” AI Reduces Harmful Posts)

X CEO STATED THE COMMITMENT TO SAFETY IS UNAMBIGUOUS. “THIS NEW AI IS A MAJOR STEP FORWARD. IT HELPS OUR TEAMS ACT QUICKLY AGAINST BAD CONTENT. OUR GOAL IS CLEAR: MAKE X A BETTER PLACE FOR EVERYONE.” THE COMPANY PLANS TO SHARE MORE DETAILED STATISTICS SOON.

(X Faces Ethical Questions Over Use of AI in Content Moderation)

The main concern centers on AI’s potential for mistakes and bias. Automated systems can wrongly flag harmless content for removal. They might also miss genuinely dangerous posts. Experts worry AI learns biases present in its training data. This could lead to unfair targeting of specific groups or viewpoints. Decisions made by algorithms lack transparency. Users often cannot understand why their content was moderated.

Another issue involves the removal of human oversight. Previously, complex moderation decisions involved people. Now, AI handles many judgments alone. This raises questions about accountability. Who is responsible when AI makes a harmful error? The company or the technology itself? The ethical implications are significant. People deserve clear explanations for content restrictions.

(X Faces Ethical Questions Over Use of AI in Content Moderation)

X defends its use of AI for moderation. The company states AI is essential for managing scale and speed. Human moderators alone cannot review everything fast enough. X claims its AI tools constantly improve for better accuracy. The company acknowledges challenges exist. It says it works hard to reduce errors and bias. Transparency reports provide some data on moderation actions.

(Facebook Updates Its Policy on Adult Content)

Facebook also allows nudity when it serves a clear educational purpose. This includes content in art, science, or documentaries. The company stated these changes aim to treat all people more fairly. They recognize past policies unfairly impacted certain groups, especially women, LGBTQ+ communities, and activists sharing important messages. This matters because people often use Facebook to discuss health issues or organize for social change.

Monika Bickert, head of Facebook policy, explained the reasoning. “We want our rules to respect diverse global views on nudity. We also need to keep people safe. Our updated policy finds a better balance. It allows more expression while preventing harmful content.” The company consulted experts and communities before making these changes.

Existing rules against sexually explicit content remain strict. Facebook still bans content intended for sexual gratification. Content showing sexual acts or offering sexual services is not allowed. The company uses technology and human reviewers to enforce these rules. People can also report content they believe violates the rules.

(Facebook Updates Its Policy on Adult Content)

The new policy includes clearer guidelines for reviewers. This should lead to more consistent decisions. Facebook will also give people better tools to control their experience. People can choose to see less of certain types of adult content in their feeds and searches. The updated policy takes effect globally immediately. Facebook will monitor its impact and make adjustments if needed. The company encourages people to review the detailed rules on its help center pages.

(TikTok’s New Policy on User-Generated Content)

The policy clearly states what content users can post. It also defines what is not allowed. TikTok wants users to understand these rules easily. The company believes this clarity helps everyone. Users know what they can share. TikTok can enforce the rules fairly.

A key part involves labeling altered or synthetic media. Videos using AI tools for realistic effects must now carry a clear label. This aims to prevent confusion. Viewers should know if something isn’t real. Creators must add this label when they post such content. TikTok will also add labels itself if creators forget.

The platform will increase its efforts to find rule-breaking content. This includes both automated systems and human review teams. Content violating the updated community guidelines will be removed quickly. Repeat offenders face stricter penalties. These penalties include account suspension or permanent bans.

TikTok stated protecting younger users is a top priority. The new rules include extra safeguards for teen accounts. Features like direct messaging see tighter restrictions for minors. TikTok also limits certain content types from appearing in teen feeds automatically.

(TikTok’s New Policy on User-Generated Content)

Creators welcome this move towards transparency. Many feel clearer rules make the platform better. They appreciate knowing exactly where the boundaries are. TikTok plans ongoing updates to these guidelines. The company promises to listen to user concerns as the policy rolls out globally. Enforcement begins next month.