Mun
@mun27.bsky.social
TL;DR: AI-Ready Data Centers:
1. Assess
2. Define
3. Select Partners
4. Design and Implement
5. Optimize and Secure
Partnership drives your AI future.
1. Assess
2. Define
3. Select Partners
4. Design and Implement
5. Optimize and Secure
Partnership drives your AI future.
November 11, 2025 at 6:26 PM
TL;DR: AI-Ready Data Centers:
1. Assess
2. Define
3. Select Partners
4. Design and Implement
5. Optimize and Secure
Partnership drives your AI future.
1. Assess
2. Define
3. Select Partners
4. Design and Implement
5. Optimize and Secure
Partnership drives your AI future.
Building AI infrastructure alone delays progress. You miss key insights. I saw companies struggle without external expertise. Partnership speeds your success.
November 11, 2025 at 6:26 PM
Building AI infrastructure alone delays progress. You miss key insights. I saw companies struggle without external expertise. Partnership speeds your success.
Step 5: Optimize and Secure. AI needs constant tuning. Monitor performance. Protect your data. Partnerships ensure ongoing support. They provide security.
November 11, 2025 at 6:26 PM
Step 5: Optimize and Secure. AI needs constant tuning. Monitor performance. Protect your data. Partnerships ensure ongoing support. They provide security.
Step 4: Design and Implement. Work together. Build scalable, flexible infrastructure. Focus on integration. Smooth deployment avoids future problems.
November 11, 2025 at 6:26 PM
Step 4: Design and Implement. Work together. Build scalable, flexible infrastructure. Focus on integration. Smooth deployment avoids future problems.
Step 3: Select Partners. Choose vendors with AI expertise. They bring specialized knowledge. They offer tested solutions. Look for proven success records.
November 11, 2025 at 6:26 PM
Step 3: Select Partners. Choose vendors with AI expertise. They bring specialized knowledge. They offer tested solutions. Look for proven success records.
Step 2: Define. Pinpoint AI needs. Compute power, storage, networking. Your AI roadmap shapes your infrastructure. Do not guess. Define with precision.
November 11, 2025 at 6:26 PM
Step 2: Define. Pinpoint AI needs. Compute power, storage, networking. Your AI roadmap shapes your infrastructure. Do not guess. Define with precision.
Step 1: Assess. Understand your current IT. Where are the gaps? What AI workloads do you run now? What will you run tomorrow? A clear picture prevents wasted effort.
November 11, 2025 at 6:26 PM
Step 1: Assess. Understand your current IT. Where are the gaps? What AI workloads do you run now? What will you run tomorrow? A clear picture prevents wasted effort.
TL;DR: Cryptoqueen Ruja Ignatova's journey:
• Launched OneCoin scam
• Stole £5bn
• Fled to London
• Faces sentencing
Stay vigilant.
• Launched OneCoin scam
• Stole £5bn
• Fled to London
• Faces sentencing
Stay vigilant.
November 11, 2025 at 6:17 PM
TL;DR: Cryptoqueen Ruja Ignatova's journey:
• Launched OneCoin scam
• Stole £5bn
• Fled to London
• Faces sentencing
Stay vigilant.
• Launched OneCoin scam
• Stole £5bn
• Fled to London
• Faces sentencing
Stay vigilant.
Your investments require caution. Verify claims. Understand the technology. Do not fall for empty promises.
November 11, 2025 at 6:17 PM
Your investments require caution. Verify claims. Understand the technology. Do not fall for empty promises.
Now, Ignatova faces her own sentencing. She orchestrated a massive fraud. Accountability arrives.
November 11, 2025 at 6:17 PM
Now, Ignatova faces her own sentencing. She orchestrated a massive fraud. Accountability arrives.
The FBI added her to its Ten Most Wanted list. Years passed. Her brother was sentenced. Co-conspirators faced justice.
November 11, 2025 at 6:17 PM
The FBI added her to its Ten Most Wanted list. Years passed. Her brother was sentenced. Co-conspirators faced justice.
In 2017, she disappeared. From China, she flew to London. She lived a lavish life. The money was gone.
November 11, 2025 at 6:17 PM
In 2017, she disappeared. From China, she flew to London. She lived a lavish life. The money was gone.
The total losses hit £5 billion. OneCoin had no real blockchain. It sold fake digital currency. People trusted her promises.
November 11, 2025 at 6:17 PM
The total losses hit £5 billion. OneCoin had no real blockchain. It sold fake digital currency. People trusted her promises.
Ignatova founded OneCoin. She promised huge crypto returns. It became a global pyramid scheme. Millions of investors lost money.
November 11, 2025 at 6:17 PM
Ignatova founded OneCoin. She promised huge crypto returns. It became a global pyramid scheme. Millions of investors lost money.
TL;DR: Avoid SC scams:
1. Verify callers.
2. Never share personal info.
3. Do not rush.
4. Hang up on suspicious calls.
5. Report scams.
1. Verify callers.
2. Never share personal info.
3. Do not rush.
4. Hang up on suspicious calls.
5. Report scams.
November 11, 2025 at 6:11 PM
TL;DR: Avoid SC scams:
1. Verify callers.
2. Never share personal info.
3. Do not rush.
4. Hang up on suspicious calls.
5. Report scams.
1. Verify callers.
2. Never share personal info.
3. Do not rush.
4. Hang up on suspicious calls.
5. Report scams.
TL;DR: USC's "big tent" AI:
• Campus-wide collaboration
• Future-proof student skills
• New research opportunities
• Interdisciplinary innovation
• Campus-wide collaboration
• Future-proof student skills
• New research opportunities
• Interdisciplinary innovation
November 11, 2025 at 6:11 PM
TL;DR: USC's "big tent" AI:
• Campus-wide collaboration
• Future-proof student skills
• New research opportunities
• Interdisciplinary innovation
• Campus-wide collaboration
• Future-proof student skills
• New research opportunities
• Interdisciplinary innovation
Linear approaches limit AI potential. USC's method shows the way forward. Collaboration drives adaptation. Embrace change.
usc.edu/ai-approach
usc.edu/ai-approach
November 11, 2025 at 6:11 PM
Linear approaches limit AI potential. USC's method shows the way forward. Collaboration drives adaptation. Embrace change.
usc.edu/ai-approach
usc.edu/ai-approach
Scammers target vulnerable people. Your vigilance protects you. Share this information. Prevent others from becoming victims. Be smart. Be safe.
November 11, 2025 at 6:11 PM
Scammers target vulnerable people. Your vigilance protects you. Share this information. Prevent others from becoming victims. Be smart. Be safe.
TL;DR: Group selection posits groups with cooperative traits out-survive others. It impacts society, culture, and your team. Your collective strength matters. Learn more: https://www.symmetrybroken.com/group-selection/
November 11, 2025 at 6:11 PM
TL;DR: Group selection posits groups with cooperative traits out-survive others. It impacts society, culture, and your team. Your collective strength matters. Learn more: https://www.symmetrybroken.com/group-selection/
What to do if called by a scammer:
• Hang up immediately.
• Do not engage.
• Block the number.
• Report to the FTC or BBB.
• Tell your family and friends.
• Hang up immediately.
• Do not engage.
• Block the number.
• Report to the FTC or BBB.
• Tell your family and friends.
November 11, 2025 at 6:11 PM
What to do if called by a scammer:
• Hang up immediately.
• Do not engage.
• Block the number.
• Report to the FTC or BBB.
• Tell your family and friends.
• Hang up immediately.
• Do not engage.
• Block the number.
• Report to the FTC or BBB.
• Tell your family and friends.
Your institution needs a unified AI strategy. Does it encourage campus-wide engagement? Or do you see siloed efforts? Consider USC's model.
November 11, 2025 at 6:11 PM
Your institution needs a unified AI strategy. Does it encourage campus-wide engagement? Or do you see siloed efforts? Consider USC's model.
How does this apply to you? Strong teams outperform fragmented ones. Cultures that prioritize cooperation endure. Your success often links to your group's success. It is a powerful dynamic.
November 11, 2025 at 6:11 PM
How does this apply to you? Strong teams outperform fragmented ones. Cultures that prioritize cooperation endure. Your success often links to your group's success. It is a powerful dynamic.
How to avoid Medicare scams:
• Medicare does not call unsolicited.
• Never give your Medicare ID.
• Hang up if they ask for money.
• Report suspicious calls.
• Medicare does not call unsolicited.
• Never give your Medicare ID.
• Hang up if they ask for money.
• Report suspicious calls.
November 11, 2025 at 6:11 PM
How to avoid Medicare scams:
• Medicare does not call unsolicited.
• Never give your Medicare ID.
• Hang up if they ask for money.
• Report suspicious calls.
• Medicare does not call unsolicited.
• Never give your Medicare ID.
• Hang up if they ask for money.
• Report suspicious calls.