(Google’s “SGE for Mental Health Queries” (Ethically))

The updated SGE will now show responses that include guidance from trusted health organizations. It will also avoid giving direct medical advice. Instead, it will encourage users to speak with qualified professionals. Google worked with mental health experts to shape how the system responds to sensitive questions.

When someone types in a query about anxiety, depression, or other mental health concerns, the AI-generated summary will highlight crisis resources if needed. It may also suggest visiting a doctor or therapist. The goal is to offer support without overstepping into diagnosis or treatment.

Google says it has added safeguards to reduce the risk of harmful or misleading content. The system will not speculate about symptoms or suggest unproven remedies. It will stick to facts from reliable sources like government health agencies and recognized medical institutions.

This move comes as more people turn to search engines during moments of personal distress. Google hopes the update will make its platform a safer place for those seeking help. The company continues to test and refine SGE based on user feedback and expert input.

(Google’s “SGE for Mental Health Queries” (Ethically))

The feature is rolling out gradually in English-speaking regions where SGE is already available. Users will see the new mental health responses when they ask relevant questions through Google Search.

(Musk: X platform will open-source part of its recommendation algorithm)

This move aims to make X’s operations more transparent. Users will see how the platform decides what content appears in their feeds. Musk believes this is important. He wants users to understand the system. He also wants them to trust it more.

The decision follows Musk’s long-standing promise. He has repeatedly talked about increasing transparency since acquiring Twitter. Open-sourcing the algorithm is a key step. It allows outside experts to examine the code. They can check for potential biases. They can also suggest improvements.

Musk explained the reasoning. He stated, “Our ‘algorithm’ is overly complex. Few people understand it. Open-sourcing provides truth. People can see the actual code.” He argued this approach combats doubts about secret manipulation. The public can verify the process themselves.

The released code will show the core mechanics. It governs how posts are ranked and selected for individual feeds. Developers and researchers worldwide can download it. They can study how it functions. They can even propose modifications.

X expects this transparency to build user trust. People often question why certain posts appear prominently. Others wonder why their posts get less visibility. Open-sourcing offers answers. It shows the rules driving the system.

(Musk: X platform will open-source part of its recommendation algorithm)

The code release is scheduled for next week. It will be available on a public code repository. GitHub is the likely platform. Musk indicated this is just an initial step. More algorithm components might be opened later. The goal is complete transparency for the main feed.