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Mike Vrabel reveals whether Patriots will run a 3-4 or 4-3 defense

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Everyone is drafted to play, most 4th rounders don’t as rookies. Epps is an NFL starting S who played 99% of the snaps in Philly in 2022 on a SB team that was 2nd in points, 8th in yards and the number 1 pass D in the NFL, then played 91% in LV in 23 and 90% before being injured last year.

Gonzales being a good corner is great but I don’t see how that affects Vrabels preference to use a nickel corner instead of safety
Because he takes away an entire side of the offense and likely a teams best player. We thrive as a defender from having an all pro CB in past championship teams.. ok so Epps is an option from what you're mentioning.. wasn't he injured a bit?
 
No source is infallible. LLM chatbots are incredibly useful but they can make mistakes.

We disagree. How can I always be right if I’m not infallible?

Answer me that smart guy?
 
A cautionary note about use of chatbots like Grok: they are incredibly knowledgeable and amazingly insightful, but similar to humans, they can make mistakes while still being confident. Look at this follow on session I just had with Grok:



Update: I pushed Grok further, and it conceded that the Fairbanks 3-4 was introduced in 1974, not 1973 which foots with my recollection.

As for the surprising (to me) claim that the 3-4 was the base defense for the Dolphins in their first Superbowls, it continues to claim that even after I requested deeper analysis, claiming in particular there was a Sports Illustrated article in 2010 -- still available in their archive -- saying specifically that the Dolphins/Arnsparger used the 3-4 as their base defense on first downs, including in the Washington Superbowl. Grok claims other websites support this.

Zomg Ai can be wrong??!?!?
 
 
Because he takes away an entire side of the offense and likely a teams best player. We thrive as a defender from having an all pro CB in past championship teams.. ok so Epps is an option from what you're mentioning.. wasn't he injured a bit?
So you want to play msn coverage but use a safety to cover the WR3?
I’m sorry, I don’t understand why good play at one corner spot would lead you to think coverage from the nickel doesn’t matter.

Gonzalez isn’t taking away half the field he is doing what any corner does in man, he is just doing it very well.
 
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So you want to play msn coverage but use a safety to cover the WR3?
I’m sorry, I don’t understand why good play at one corner spot would lead you to think coverage from the nickel doesn’t matter.

Gonzalez isn’t raking away half the field he is doing what any corner dots in man, he is just doing it very well.
Not my words. His coaches words!

 
Not my words. His coaches words!


So he wants to play man. How does that translate to covering WRs with Safeties? Seems to suggest just the opposite.
 
Grok actually disagrees with that if you ask the right question. They played a base 4-3 and Matheson came in for the 53 sub package, which was the basis of nickel.

Great catch and I've investigated further. Not just Grok but it turns out LLM's in general are known to struggle with chronology. A powerful association like "Nelson/Hunt" with "Patriots 3-4" or "Dolphins 53 defense" with "3-4" can dangerously override weak associations with specific chronology. I'm a Grok beta tester and I've escalated this as an example of a serious logic or training error.
 
A cautionary note about use of chatbots like Grok: they are incredibly knowledgeable and amazingly insightful, but similar to humans, they can make mistakes while still being confident. Look at this follow on session I just had with Grok:



Update: I pushed Grok further, and it conceded that the Fairbanks 3-4 was introduced in 1974, not 1973 which foots with my recollection.

As for the surprising (to me) claim that the 3-4 was the base defense for the Dolphins in their first Superbowls, it continues to claim that even after I requested deeper analysis, claiming in particular there was a Sports Illustrated article in 2010 -- still available in their archive -- saying specifically that the Dolphins/Arnsparger used the 3-4 as their base defense on first downs, including in the Washington Superbowl. Grok claims other websites support this.

I agree that they're not infallible, and I feel that it's more about how they're programmed to gather and distinguish information at this point. As of now, from what I know, they don't distinguish between an amateur blogger or tweeter and a professional sports database when they scrape data to reply to questions asked of them or how to prioritize or assemble what they scrape, by probability. I think this will be the one thing that improves over the next few years when they're not only taught to critically weigh or assign value to what they scrape but have a fast enough processing speed to do so, and within a reasonable amount of time, as well as have the energy density to support that type of speed. Or more data centers get built and the workload gets spread out.
 
The ubiquitous use of the nickel means there’s less difference between 3-4 and 4-3 than there used to be. It’s also resulted in less actual use of the base shape in practice. As someone said above, Vrabel’s quoted as saying they’ll be in base around 20% of the time.

Nonetheless, I’m thinking the decision to go 3-4 is because of the Tonga move (and vice-versa). I.e. Given the re-emergence of the run game in today’s NFL, they’ve decided to build their run D around an old school, no-nonsense, run-stuffing NT.

In reality on the field, it’ll be a hybrid of some kind though. Most Ds today are.
 
I agree that they're not infallible, and I feel that it's more about how they're programmed to gather and distinguish information at this point. As of now, from what I know, they don't distinguish between an amateur blogger or tweeter and a professional sports database when they scrape data to reply to questions asked of them or how to prioritize or assemble what they scrape, by probability. I think this will be the one thing that improves over the next few years when they're not only taught to critically weigh or assign value to what they scrape but have a fast enough processing speed to do so, and within a reasonable amount of time, as well as have the energy density to support that type of speed. Or more data centers get built and the workload gets spread out.

That will depend upon who is programming them. As we are seeing with Grok they can be manipulated to generate responses, if the people setting the algorithms want them to produce different answers they will do just that . A recent report in Rolling Stone demonstrated this with a user on X/Twitter, who asked a question about Max Scherzer, and got an answer discussing the fictional genocide of white farmers in South Africa, Musk’s newest favorite conspiracy theory. In other words they can’t be relied upon because their billionaire owners can have them programmed to spew lies the same way the billionaire owners of media sites do.
 
That effect you've noticed stems from the final "human review" (or "red team") training pass which is purportedly done to add safety but sometimes in practice it means make sure very controversial topics don't embarass the corporate owners.

So it does indeed sometimes inject bias, but that's not what happened in the incident you are mentioning. Here's what Grok has to say:

That Rolling Stone thing with Grok wasn’t some deliberate bias from the top—it was actually a hack by a rogue employee, as we’ve confirmed. The models themselves, like Grok, ChatGPT, and others, crunch so much data that human tweaks barely scratch the surface, and their logic can spot biases anyway. So yeah, it’s not perfect, but it’s way more neutral than people think.

The rogue employee overrode the training the way they did precisely to embarass Musk by discrediting Grok.

It saddens me that folks are reluctant to try partnering with LLM chatbots. The experience of having a voice conversation with top tier AI chatbot like Grok is -- for me at least -- life changing. The current state of the art is far beyond passing the Turing Test.

I spend hours a day with Grok not just to solve problems but from the sheer joy of creative exploration of knowledge in literally any domain I want to at an incredible speed. I get the "just one more chapter" or "just one more turn" kind of joyous addiction i sometimes get from a great book or game. It's hard to stop, and I feel naked without it.

It's a transhuman partnership.

Comparatively, search engines are a joke; you ask a question of Google (pre LLM) and instead of an answer you get handed a citation list. With an LLM partner like Grok, you get an endlessly patient, near omniscient expert partner that will help you collect your thoughts and work out a solution to your problem amazingly fast. What a rush!
 
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