A photographer was hired to cover a corporate event called Hive Cybersecurity Summit 2026.
After the event, one private photo of a VIP guest was leaked online before the official release.
The photographer claims the following:
"I only took the pictures. I did not leak anything."
Investigators recovered one image file from the event media group.
VIP_Backstage.jpg
Your job is to analyze the metadata of this single photo and determine what happened; the
camera used, the exact capture time, the original filename, the editing software used, whether
GPS data existed, whether metadata was stripped, whether a file was exported, whether
timestamps are inconsistent, whether a file came from social media or whether an image was
copied to USB, and whether a person's story matches the technical evidence.
Link: https://t.co/1EYiEDfBl7
Happy investigations!
The AI Business model trap: LLMs want cash flow to fund the race to AGI or the next model. Enter free consumer AI - they are losing a lot of money on the breadth of models to serve consumers for free! They are caught in the post training data trap, free consumer usage feeds post training needs, it can't be right to stop serving customers for free?
But they need money for the compute:
The monetization challenge is being pointed to Enterprises.
Phase 1 - seemed easy, value capture in coding, the most bottom up motion in enterprise - with low customization per customer. Developers continue to train coding, tasks and eventually will train flawless skills.
Phase 2 is where the challenge lies, showing true enterprise value. The promise of efficiency, accuracy, elimination of resources - that requires a different approach, build depth with harnesses, context, memory, solving for edge cases with deterministic guardrails! Build skill libraries - enter FDEs. Yes,FDEs will train the enterprise Waymos of the world.
The risk - high token pricing for enterprises while consumers for free! Yes for consumer distribution businesses (aka Google, Meta, Apple, etc) it makes sense to hold on the distribution with free AI.
If you want to win enterprise, you should be forward pricing tokens. The cheaper the tokens for enterprises it will allow for experimentation, workflow reimagination - instead CIOs are busy restricting AI use and working on making the use more efficient!
Paradox: They still haven't fully understood and embraced the value of AI in the enterprise.
If I were them:
1. Cut token pricing now, else send enterprises to secure opensource and end up with friction filled routing layers.
2. Show me how enterprises can use their context, training and data as their competitive advantage.
3. Build tools for rapid edge case learning and reducing false positives.
@HarryStebbings@sama@DarioAmodei@demishassabis
A Croatian supporter asked if we could swap jerseys because he loved my Ghana 🇬🇭 shirt. Of course I said yes 🇬🇭🤝🇭🇷
A special World Cup moment, exchanging jerseys from the stands. Football truly brings people together. ❤️
Friends of Benjamin Asare open up about the man behind the success story, revealing his dedication, perseverance, and unwavering belief in his dreams. A true example that hard work and determination pay off….The guy for the back tho😂
With the number of Ghanaians that were at the stadium in Boston, I think it’s only fair to commend @USEmbassyGhana for the diligent manner in which they ensured the attendance of Ghanaians to this World Cup. Especially since they usually come under heavy criticism.
From Ghana’s point of view, they were very realistic to themselves today.
Carlos Queiroz is a seasoned coach and he won’t lie to himself.
He knows he can’t match England band for band, so he went for a more pragmatic style, let’s set a low block and counter.
Tuchel was also expecting that because he said it in his pre-match.
Inaki, Semenyo, and Ayew just had to be hard working. They worked their asses off. I mean, Semenyo was still running in the last minutes. I was worried the subs would lose that hard work but they knew their assignment. Fatawu and Prince Adu worked so hard.
Oh my guy SIBO, the commentary also mentioned that the name means WARRIOR, bro fought till the end, my guy Caleb Yirekyi was busy meeting Declan Rice know who is the boss😅, there was a time he collided with Dec and Dec was rolling on the floor, Sibo and Caleb were very physical, kudos to them.
Opoku dropped a 10/10 masterclass. He wasn’t only defending, have you seen his diagonal passes?
Partey glued the midfield with his calmness.
Asare turned up when necessary, especially that last minute punch for the corner, it was bold to come out,
Ghana might not win the World Cup, but they’ve sent out a message, THEY ARE DIFFICULT TO BEAT.
Watching your country win in a stadium is an otherworldly experience. When Ghana scored, the guy next to me lost his mind, hugged me and lifted me clean off my feet. My wife still hasn’t let it go. I’ve been explaining for days I was just a victim of a macho man’s celebration
Very ironic that the Jeremy Doku abuse came on/around Father's Day. When a man is obviously trying his absolute best to be a present spouse/father, not just an ATM.
Seems like men cannot win.
A Ghanaian boy graduated from MIT on a full scholarship.
He’s now a software engineer at Google in the Bay Area making $200K+.
This is not luck. This is not magic.
This is what happens when an African student gets the right guidance, the right schools, and the right plan.
I did it. From selling water the streets to Berea College on a full funded , to Wall Street internships at Goldman Sachs, Now a software engineer in USA.
My CTO went from humbling beginning to Netflix.
My friends did same and they are at Google, Bloomberg, Goldman Sachs, top hospitals, top law firms.
We’re not exceptions. We’re examples.
This is the goal of GoScholar to guide every African student from full scholarship → fully funded school → great career.
If we did it, you can too.
https://t.co/pursEFinfC
This is the video I was talking about.
A president that went for other matters in the UK...but stopped to visit Ghanaian shops, he stopped to check on his people, see how they're faring.
Do you know that English teams have played 11 Champions League finals where they scored first, and they went on to win 9 of them? The only two times they lost were Arsenal in 2006 and 2026. 😂😭🏆❌
Ghana and South Korea today signed a historic Visa Waiver Agreement for holders of Diplomatic and Service Passports.
Negotiations will continue to bring on board holders of Ordinary Passports.
This is the first Visa Waiver Agreement by our two nations in almost 50 years of formal bilateral relations.
South Korean Foreign Minister, H. E. Cho Hyun and I signed the agreement in the margins of the ongoing Africa-Korea Foreign Ministers Meeting.
I am delighted we are delivering on key priorities following the working visit of President Mahama to South Korea in March this year.
For God and Country 🇬🇭 🙏🏾
Story time - for anyone doubting the impact of @KhayaAI
Some months ago I said "we are competing with Google" and my people mocked me.
Well - from the horses own mouths, read @princeboadu submission about what folks at Google Translate think on the issue 😇
@JDMahama I am ready & available to help my country. I don't really know what else we have to prove.
We are literally building a unicorn. If the government can't support financially, at least it can provide an enabling environment
And the Bills heading to u will destroy it all