Kukunda Liz Bacwayo

Passionate about Jesus. Desire 2 transform lives especially those of the poor and marginalised. Seek 2 transform young pple's minds thru education #HigherEd.

[Kukunda Liz Bacwayo @busingye]

Life is a race, not against others but against me & the person God created me to be. Who will win? #God! His purpose prevails.

[Kukunda Liz Bacwayo @busingye]

AI nebigenderako

[Nav Toor @heynavtoor]

You have noticed it. ChatGPT feels dumber than it used to. Your prompts that worked six months ago produce worse results now. The writing sounds flatter. The ideas sound safer. The internet itself feels like it is shrinking. Every article reads the same. Every email sounds the same. Every answer sounds like it was written by the same voice.

You thought it was you. It is not you.

Researchers at Oxford and Cambridge published a paper in Nature proving what is happening. They call it Model Collapse.

Here is the mechanism in one sentence. AI trained on AI-generated data gets dumber every generation until it forgets what real human data looked like.

The internet is filling with AI-generated content. Blog posts. Articles. Reviews. Comments. Social media. AI companies scrape the internet to train the next generation of models. Which means the next generation of AI is being trained on the output of the current generation.

Each cycle loses information. Not randomly. It loses the rarest, most unusual, most creative parts first. The researchers call these the "tails of the distribution." The weird ideas. The unexpected perspectives. The things that made the internet feel human. Those disappear first.

What remains is the average. The safe. The expected. The bland.

Then the next generation trains on that. And loses more. And the next generation trains on that. And loses more. The researchers proved this is not a slow decline. Major degradation happens within just a few iterations. Even when some of the original human data is preserved.

They tested it on large language models. On image generators. On statistical models. The pattern was the same every time. The output converges toward a narrow, flattened version of reality that looks nothing like the original data.

The lead researcher put it plainly. "Large language models are like fire. A useful tool. But one that pollutes the environment."

The pollution is invisible. You cannot see which sentence on the internet was written by a human and which was written by AI. Neither can the AI that is about to train on it. And once the tails are gone, they do not come back. The damage is irreversible.

This is not a prediction anymore. It is a diagnosis.

The internet you grew up on was built by humans writing things no algorithm would have written. Strange, personal, imperfect, alive. That internet is being diluted. One generation of AI at a time. And the models trained on what remains are learning a smaller and smaller version of the world.

Model Collapse is not a technical problem. It is a cultural one. The thing that made the internet worth reading is the thing that disappears first.

[Kukunda Liz Bacwayo @busingye]

@UEDCLTD kindly respond to us. We have had no power since yesterday 11 am. Our ref no. 1680469H. Thanks.

[Kukunda Liz Bacwayo @busingye]

@EIkyiriza 😊

[📸𝐁𝐞𝐫𝐧𝐚𝐫𝐝 𝐊. @Bernardkwiri]

Professional Mentorship initiative aimed at Empowering professional. @allsaintskla @busingye

[Kukunda Liz Bacwayo @busingye]

Esther 4:14 NIV
[14] For if you remain silent at this time, relief and deliverance for the Jews will arise from another place, but you and your father’s family will perish. And who knows but that you have come to your royal position for such a time as this?”

[Kukunda Liz Bacwayo @busingye]

@MuhumuzaRob Pole

[Kukunda Liz Bacwayo @busingye]

@mtnug how can one reach you since your #100 help line seems to be overwhelmed?

[Kukunda Liz Bacwayo @busingye]

"A church that forgets its pioneers becomes unmoored:- Hon. Amama-Mbabazi @UCUniversity BP. Balya Public Lecture

[Kukunda Liz Bacwayo @busingye]

"Balya preached less about heaven and more about how to make earth holy enough for heaven to visit" Rev. Can. Dr. Isabirye @UCUniversity BP. Balya memorial lecture.

[Kukunda Liz Bacwayo @busingye]

"Prayer without justice is making noise in heaven" Bishop Balya. As reported by Rev. Dr. Isabirye @UCUniversity Bishop Balya memorial lecture.

[Kukunda Liz Bacwayo @busingye]

@Bernardkwiri @VUKampala Congratulations @Bernardkwiri

[Kukunda Liz Bacwayo @busingye]

*Zoom Link*
https://t.co/PeuHx9NK59
Meeting ID: *938 8195 3542*
Passcode: *365571*

*YouTube Link*
https://t.co/711OEQ5SDq

[Kukunda Liz Bacwayo @busingye]

The Bishop Balya Memorial & Fundraising Lecture going on @UCUniversity

[Kukunda Liz Bacwayo @busingye]

@SuzanAinebyoona I thought about your claims when I saw this🤣🤣🤣

[Introvert Problems @IntrovertProbss]

5 THINGS THAT MAKE INTROVERTS HAPPY 😁👇
https://t.co/4yNlvXQ4kd

[John Gramlich @johngramlich]

NEW: Around three-quarters of Americans have experienced some kind of online scam, including around half who have had their credit or debit card information stolen and used to make fraudulent charges. https://t.co/nm108nRfWB

[Kukunda Liz Bacwayo @busingye]

@FebSsenyonyi @JoelSsenyonyi 🤣🤣

[Kukunda Liz Bacwayo @busingye]

@opobo_timothy @DailyMonitor Wow!

[All Saints' Cathedral, Kampala @allsaintskla]

We are inviting you to join us for the long awaited Prayer Conference starting tomorrow Tuesday 25 March 2025 at the Cathedral.

[C. S. Lewis @CSLewisDaily]

“You must ask for God’s help. ... After each failure, ask forgiveness, pick yourself up, and try again.” - C.S. Lewis