(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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(Why Creating Facebook Content That is Interactive and Uses Facebook’s Features)

Using Facebook’s built-in features boosts engagement. Live videos let followers watch and interact in real time. Polls give quick feedback and make people feel heard. Stories disappear after 24 hours but create a sense of urgency that encourages immediate action. All these tools are free and easy to use.

People scroll through their feeds fast. Content must grab attention right away. Asking questions, running contests, or sharing behind-the-scenes moments keeps users interested. It also builds trust because it feels personal and honest.

Facebook’s algorithm favors posts that spark conversation. Simple updates with no call to action often get buried. But when a post asks for opinions or invites a reaction, it stands out. That means more eyes on your message and stronger ties with your audience.

(Why Creating Facebook Content That is Interactive and Uses Facebook’s Features)

Brands that ignore these features miss chances to grow. Those who use them well see higher engagement and better results. Interactive content turns passive viewers into active participants. It makes followers feel like part of the story instead of just watching from the outside. Regular use of polls, live streams, and reply prompts keeps pages fresh and relevant. This steady interaction builds loyalty over time.

(Strategies for Using Facebook to Drive Traffic to Older, Evergreen Content)

One key strategy is to share old content regularly. Do not just post it once and forget it. Re-share the same article or guide every few months. Change the headline or image each time to keep it fresh. This helps reach people who missed it the first time.

Another method is to turn old posts into short videos or image carousels. Facebook users often scroll quickly. Visual content stops them in their tracks. A quick tip from an old blog or a key quote turned into a graphic can spark interest. Always include a clear link back to the full piece.

Facebook Groups also help. Join groups related to your topic. Share your evergreen content when it fits the discussion. Do not spam. Only post when it truly adds value. People in niche groups trust helpful advice and will click through.

Paid promotion works well too. Boosting an old post costs less than creating new ads. Target people who liked similar content before. Even a small budget can bring steady clicks over time.

Timing matters. Post when your audience is most active. Use Facebook Insights to find those hours. Consistency builds habit. If followers know you share useful tips every Tuesday, they will look for them.

(Strategies for Using Facebook to Drive Traffic to Older, Evergreen Content)

Engagement keeps the momentum going. Reply to every comment on these reposts. Ask questions to start conversations. The more interaction a post gets, the more Facebook shows it to others.

(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 Recommendations” Boost Discovery)

X has introduced a new feature called “Content Recommendations.” This tool helps users find posts they might like. The feature is now available to everyone using the platform.

The company wants users to see more interesting content. The “Content Recommendations” feature suggests posts from accounts users do not follow. These suggestions appear in users’ “For You” feed. X says this makes discovering new things easier.

This feature uses technology to understand user interests. It looks at what users engage with. Then it finds similar posts they might enjoy. The goal is to show users more relevant content.

X explained that the feature boosts discovery. Users can now find topics they care about faster. They might discover new creators or ideas. This keeps the experience fresh and engaging.

A spokesperson for X stated the company is always improving. They want users to have the best possible time on the platform. This new tool is part of that effort. It helps people connect with more of what matters to them.

The “Content Recommendations” appear clearly labeled. Users will see them mixed with other posts. They can interact with these suggestions like any other post. Users can like, reply, or repost them.

X believes this update enhances the user experience. It brings valuable content directly to users. They don’t have to search as hard for new interests. It makes scrolling through X more rewarding.

(Breaking: X’s New “Content Recommendations” Boost Discovery)

This feature is active now. All users worldwide have access. No special action is needed to start seeing recommendations. They will appear automatically in the feed. The company expects users will appreciate the new suggestions.

(TikTok’s Latest Technology: Breakthroughs in Educational Content)

The platform uses smart systems to personalize learning. These systems suggest content matching individual interests and skill levels. Users see topics they actually want to learn about. This keeps people engaged longer and helps them understand better.

TikTok added features specifically for education. Interactive tools like Q&A stickers let viewers ask questions directly. Creators can answer these within videos. Quizzes test knowledge right inside the app. These tools make learning active and fun.

Creators find it easier to share expertise now. TikTok supports educators with special resources and training. Many teachers and professors already use the platform successfully. They reach students who learn well through short videos.

The company partners with trusted educational groups. These partnerships ensure content is accurate and reliable. Experts help review information shared on TikTok. This builds user trust in the educational material.

TikTok aims to make learning accessible worldwide. The platform supports many languages. Educational content reaches global audiences. People everywhere can find useful knowledge shared simply.

Creators report higher engagement on educational posts. Viewers spend more time watching these videos. Comments show users appreciate learning new things. This trend encourages even more educational content creation.

(TikTok’s Latest Technology: Breakthroughs in Educational Content)

TikTok believes its platform offers unique learning benefits. Short videos suit modern attention spans. Visual explanations help clarify difficult ideas. The company sees education as a key area for future growth. Efforts continue to improve these tools for creators and learners.

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

TikTok now requires clear labels on videos made using artificial intelligence tools. This means creators must tell viewers if AI helped make their content. TikTok believes this is important for trust. People should know what is real.

The platform also updated its rules about showing dangerous activities. Videos showing very risky challenges or stunts are not allowed. TikTok will remove them. This applies to challenges that could cause serious harm. The goal is to stop people from copying unsafe acts.

TikTok made its rules against bullying easier to understand. The rules now clearly explain what counts as bullying. This helps creators know what is not okay. The company hopes this reduces hurtful behavior.

Protecting younger users is another key focus. TikTok added stronger safety settings for accounts owned by people under sixteen. These accounts will have privacy features turned on automatically. This limits who can see their videos and send them messages. The company wants teens to have a safer experience.

TikTok will also start removing videos that break its rules faster. The system for finding harmful content is getting better. This means bad content should be taken down more quickly. People can still appeal if they think a video was removed unfairly.

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

A TikTok spokesperson explained the updates. “We constantly work to make our platform better. These new rules help keep our community safe. They encourage responsible sharing. We believe creativity should be positive for everyone.” The company encourages users to read the updated Community Guidelines.

(Google Removes YouTube Channels Promoting Violence)

Google took action against harmful content on YouTube. The company removed several YouTube channels. These channels promoted violence and dangerous acts. Google confirmed the removals today. The decision followed policy violations. YouTube does not allow content encouraging harm. This includes dangerous challenges and illegal activities.

The removed channels shared videos showing risky behavior. Some videos urged viewers to commit violence. Others featured harmful stunts. YouTube determined this content broke its rules. The platform prohibits material threatening public safety. Such content can cause real-world harm. YouTube enforces these policies strictly.

A YouTube spokesperson explained the situation. “We removed these channels for severe violations,” the spokesperson said. “Our policies forbid content promoting violence. We enforce these rules consistently. Protecting our community is vital.” The company did not name the specific channels. It also did not share the exact number removed. This is standard practice.

Google regularly reviews content on YouTube. The platform uses automated systems and human reviewers. They identify videos violating community guidelines. Channels posting harmful content face penalties. Penalties include removal of videos or entire channels. Repeat offenders can lose their accounts permanently.

(Google Removes YouTube Channels Promoting Violence)

This action is part of ongoing efforts. YouTube aims to keep its platform safe. The company faces constant challenges. New harmful content appears regularly. YouTube states it remains committed to enforcement. It will continue removing dangerous material. Users can report concerning videos through YouTube’s tools. The company reviews these reports seriously.