Tech, Publishing, Sports, some politics. Follow me to freedom. Opinions here are my own.

Joined March 2009
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Patriots Unfiltered scheduling reminder: This week and next week, PU will be live on Wednesday and Thursday at noon ET due to FIFA World Cup matches.
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Makes sense
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.
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Thursday time change! We'll wrap up Mini Camp today on Patriots Unfiltered. Live at 3p! Patriots YouTube and Patriots.com.
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Patriots Unfiltered live from 11-1 today! Then itโ€™s off to mini camp practice. Patriots YouTube, Patriots.com.
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Reminder that Patriots Unfiltered will be live at 2:30p ET today. Let's Go! youtube.com/@patriots

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Patriots Unfiltered will be live tomorrow at 2:30p after OTA practice. Patriots.com, Patriots YouTube
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What the F is this that I just found in my bag of Kettle Corn?
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Fred Kirsch retweeted
Forged in Foxborough Season 2 Episode 1: Building on the Identity ๐Ÿ“บ bit.ly/4ui1J5M @newbalance | #NEPats
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Fred Kirsch retweeted
Please keep your hands, arms & legs inside the vehicle at all times ๐ŸŽข 2026 New England Patriots Schedule Release
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Hmmm
The Patriots are going to regress badly in 2026, and NFL and execs don't need to see the particulars of what will invariably be a touch schedule. Here's why: fansided.com/nfl/nfl-execs-bโ€ฆ
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We will have the Mike Vrabel availability live on the Patriots Unfiltered Draft show. Scheduled for around 7:20ET.
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Patriots fans, you know what to do. Letโ€™s get Adam in now. Weโ€™ll take care of Gronk next year.
Your 2026 @Patriots Hall of Fame nominees! Vote for the next member of The Hall: bit.ly/4miuP1L
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Why do I have no recollection of the Ash Barty era? None.
Aryna Sabalenka passes Iga Swiatek as the woman with the 3rd longest streak as the World No. 1 this century. 1. Serena Williams - 186 weeks. 2. Ash Barty - 114 weeks. 3. ๐€๐ซ๐ฒ๐ง๐š ๐’๐š๐›๐š๐ฅ๐ž๐ง๐ค๐š - ๐Ÿ•๐Ÿ” ๐ฐ๐ž๐ž๐ค๐ฌ. 4. Iga Swiatek - 75 weeks. 5. Martina Hingis - 73 weeks. Sheโ€™s spent a total (non-consecutive) of 84 weeks as the world #1. Doing huge things in this sport. ๐Ÿ…
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Hey @pfwpaul , this is your chance!
REPORT: The NFL plans to begin hiring replacement officials before the May 31 expiration of its labor deal. They plan to deploy them in training camps to have them ready if no agreement is struck with the NFLRA. ๐Ÿ˜ฌ
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I watched too! #uconn buzzerbeater.
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Got Yastrzemski right but misspelled Pedro and Russell?
THE TOP-10 BEST BOSTON ATHLETES OF ALL-TIME: 1: Tom Bradyโ€จ2: Bobby Orrโ€จ3: Larry Birdโ€จ4: Ted Williamsโ€จ5: Bill Russellโ€จ6: David Ortizโ€จ7: Rob Gronkowskiโ€จ8: Carl Yastrzemskiโ€จ9: Pedro Martinezโ€จ10: Paul Pierce What would you changeโ€ฆ?
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Fred Kirsch retweeted
๐—™๐—ผ๐—ฟ๐—ด๐—ฒ๐—ฑ ๐—ถ๐—ป ๐—™๐—ผ๐˜…๐—ฏ๐—ผ๐—ฟ๐—ผ๐˜‚๐—ด๐—ต Episode 4: Warriors @MassGenBrigham | bit.ly/4bxBHmM
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Fred Kirsch retweeted
.@TreVeyonH4 trying his first Shirley Temple is too funny ๐Ÿ˜‚๐Ÿ’€ ๐—™๐—ผ๐—ฟ๐—ด๐—ฒ๐—ฑ ๐—ถ๐—ป ๐—™๐—ผ๐˜…๐—ฏ๐—ผ๐—ฟ๐—ผ๐˜‚๐—ด๐—ต EP. 4 drops TOMORROW on YouTube & Patriots.com. @MassGenBrigham | #NEPats
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They played two points after the gesture. C'mon.
โ€œI think youโ€™ve got that wrong.โ€ CONTROVERSY as Jack Draper is called for a hindrance in a crucial moment, despite Medvedev making the next shot. Watch the full interaction unfold โคต๏ธ
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Pickleball court. I'm out.
Retired MLB player Matt Holliday has listed his Oklahoma home for $12 million. โ€ข 136 acres โ€ข 7,500 sqft home โ€ข $2 million, two-level pool โ€ข Baseball field in the front yard โ€ข Barn with batting cage and pickleball court Holliday bought the land for $3M then built the house.
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