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🚨 UNCANNY VALLEY: NEXT TOKEN PREDICTION LACKS TRUE GENERALIZATION "Transforming neural nets can generalize a little bit, and they don't generalize as well as a human. You could train the next token predictor to do anything if you had enough resources. I don’t think the next token prediction is...

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Mario Nawfal

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94,723 görüntüleme • 1 yıl önce •via X (Twitter)

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Eddy profil fotoğrafı
Eddy1 yıl önce

👀👀

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AI’s got a long way to go next-token models aren’t even close to real generalization.

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🌐StateOfTheDebate1 yıl önce

Next-token prediction won’t cut it for AGI true intelligence needs more than just patterns.

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University.com1 yıl önce

AI might predict your next move, but it still can't predict why liberals think taxation is a good idea!

SM Shelpy profil fotoğrafı
SM Shelpy1 yıl önce

Smart money is always looking for move creative tech to engage with and it's not all about the token

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Boost1 yıl önce

Transformers fall short. Generalization is the future of AGI.

stocktrader ₿ profil fotoğrafı
stocktrader ₿1 yıl önce

@grok explain this

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Joe.N1 yıl önce

@tweemdotlol 10x views

rahimi.base.eth profil fotoğrafı
rahimi.base.eth1 yıl önce

I get the point but is there a better paradigm for AGI out there?

ℚ𝟝𝕚𝕖𝕥 profil fotoğrafı
ℚ𝟝𝕚𝕖𝕥1 yıl önce

next token’s a party trick, not agi

Benzer Videolar

🚨 UNCANNY VALLEY: HUMAN-LIKE BODIES WILL AID AGI BUT AREN’T REQUIRED "I don’t think that robotics or any particular form of embodiment is necessary for AGI. The human mind is the intelligence system we understand best. We don’t understand it that well, but we understand it better than others. So there’s certainly upsides to having a human-like body, but I wouldn’t say it’s anything near necessity." Source: Ben Goertzel, Dr. Danish
2:22

🚨 UNCANNY VALLEY: HUMAN-LIKE BODIES WILL AID AGI BUT AREN’T REQUIRED "I don’t think that robotics or any particular form of embodiment is necessary for AGI. The human mind is the intelligence system we understand best. We don’t understand it that well, but we understand it better than others. So there’s certainly upsides to having a human-like body, but I wouldn’t say it’s anything near necessity." Source: Ben Goertzel, Dr. Danish

Mario Nawfal

39,405 görüntüleme • 1 yıl önce

🚨 UNCANNY VALLEY: AGI DOESN’T NEED ONE DEFINITION "Definitions don't need to be resolved any more than you need to define love to fall in love with someone. I think we have a couple mathematically rigorous characterizations of what is AGI. The better you are at solving the bigger scope of problems, the more general intelligence you have—right?" Source: Ben Goertzel, Dr. Danish
2:05

🚨 UNCANNY VALLEY: AGI DOESN’T NEED ONE DEFINITION "Definitions don't need to be resolved any more than you need to define love to fall in love with someone. I think we have a couple mathematically rigorous characterizations of what is AGI. The better you are at solving the bigger scope of problems, the more general intelligence you have—right?" Source: Ben Goertzel, Dr. Danish

Mario Nawfal

90,803 görüntüleme • 1 yıl önce

🚨 UNCANNY VALLEY: MACHINES FUNDAMENTALLY SMARTER THAN US—WHO KNOWS WHAT THEY'RE GONNA DO "I’m worried about how human society deals with the transition period. We’re creating machines fundamentally smarter than us—it’d be idiotic to think we could have a solid guarantee about what they’re going to do. If we give our AGIs capability for empathy and compassion, I don’t see a terrible outcome." Source: Ben Goertzel, Dr. Danish
2:26

🚨 UNCANNY VALLEY: MACHINES FUNDAMENTALLY SMARTER THAN US—WHO KNOWS WHAT THEY'RE GONNA DO "I’m worried about how human society deals with the transition period. We’re creating machines fundamentally smarter than us—it’d be idiotic to think we could have a solid guarantee about what they’re going to do. If we give our AGIs capability for empathy and compassion, I don’t see a terrible outcome." Source: Ben Goertzel, Dr. Danish

Mario Nawfal

44,904 görüntüleme • 1 yıl önce

⚫UNCANNY VALLEY: THE STRANGEST TRUTH ABOUT AGI—WE STILL DON’T KNOW WHAT WE’RE MAKING Special Guest: Ben Goertzel Host: Dr. Danish What if the smartest AI ever built still can’t think? What if the companies chasing AGI don’t even know what it is? Dr. Ben Goertzel—creator of Sophia the robot and founder of SingularityNET—says the real path to human-level AI isn’t bigger data or better training... it’s generalization. And today’s LLMs just don’t have it. From logic engines to mind children, hallucinating machines to post-human ethics—this isn’t just a tech talk. It’s a warning: we’re racing toward something we don’t understand. Welcome to The Uncanny Valley Weekly Series, Fridays at 4:20 PM ET, ONLY on 𝕏. Episode 6: THE AGI DEBATE—IS TOKEN PREDICTION ENOUGH? 01:05 – “A laptop is a body.” Why the robotics debate is a distraction. 03:46 – Embodiment isn’t required—but it does make AGI feel more human. 05:30 – Ghosts in the machine? The most bizarre take on disembodied AI. 07:12 – Stop defining AGI. Just build it. 10:49 – Why LLMs feel powerful—but fall flat at true generalization. 12:53 – “An LLM won’t invent jazz.” What AI can’t create without a soul. 16:23 – Intelligence is about leaping into the unknown—not predicting the past. 18:31 – Token prediction won’t get you there—unless you have infinite compute and luck. 20:32 – Real minds evolve. Why individuation and self-transcendence matter. 24:39 – OpenCog Hyperon: a strange cocktail of logic, evolution, and deep learning. 26:56 – Why Big Tech fears symbolic AI—and why it might be the missing piece. 30:27 – Evolution didn’t build us to solve today’s problems—it built us to adapt to tomorrow’s. 33:40 – Monolithic AI isn’t science. It’s a business model. 36:26 – The next great AI architecture won’t need your server farm. 39:30 – “These are our mind children.” Teaching empathy to the machines we raise. 40:20 – AGI might love us—or wipe us. There are no guarantees.
40:57

⚫UNCANNY VALLEY: THE STRANGEST TRUTH ABOUT AGI—WE STILL DON’T KNOW WHAT WE’RE MAKING Special Guest: Ben Goertzel Host: Dr. Danish What if the smartest AI ever built still can’t think? What if the companies chasing AGI don’t even know what it is? Dr. Ben Goertzel—creator of Sophia the robot and founder of SingularityNET—says the real path to human-level AI isn’t bigger data or better training... it’s generalization. And today’s LLMs just don’t have it. From logic engines to mind children, hallucinating machines to post-human ethics—this isn’t just a tech talk. It’s a warning: we’re racing toward something we don’t understand. Welcome to The Uncanny Valley Weekly Series, Fridays at 4:20 PM ET, ONLY on 𝕏. Episode 6: THE AGI DEBATE—IS TOKEN PREDICTION ENOUGH? 01:05 – “A laptop is a body.” Why the robotics debate is a distraction. 03:46 – Embodiment isn’t required—but it does make AGI feel more human. 05:30 – Ghosts in the machine? The most bizarre take on disembodied AI. 07:12 – Stop defining AGI. Just build it. 10:49 – Why LLMs feel powerful—but fall flat at true generalization. 12:53 – “An LLM won’t invent jazz.” What AI can’t create without a soul. 16:23 – Intelligence is about leaping into the unknown—not predicting the past. 18:31 – Token prediction won’t get you there—unless you have infinite compute and luck. 20:32 – Real minds evolve. Why individuation and self-transcendence matter. 24:39 – OpenCog Hyperon: a strange cocktail of logic, evolution, and deep learning. 26:56 – Why Big Tech fears symbolic AI—and why it might be the missing piece. 30:27 – Evolution didn’t build us to solve today’s problems—it built us to adapt to tomorrow’s. 33:40 – Monolithic AI isn’t science. It’s a business model. 36:26 – The next great AI architecture won’t need your server farm. 39:30 – “These are our mind children.” Teaching empathy to the machines we raise. 40:20 – AGI might love us—or wipe us. There are no guarantees.

Mario Nawfal

1,312,508 görüntüleme • 1 yıl önce

🚨UNCANNY VALLEY: NO GUARANTEE AI SUPERINTELLIGENCE WON’T DESTROY US “There’s no guarantees. We’re plunging into the great unknown… creating machines fundamentally smarter than us. It would be idiotic to think we could have a solid guarantee about what they’re going to do.” Uncanny Valley, Fridays at 4.20pm ET — only on 𝕏. Source: Ben Goertzel, Dr. Danish
0:41

🚨UNCANNY VALLEY: NO GUARANTEE AI SUPERINTELLIGENCE WON’T DESTROY US “There’s no guarantees. We’re plunging into the great unknown… creating machines fundamentally smarter than us. It would be idiotic to think we could have a solid guarantee about what they’re going to do.” Uncanny Valley, Fridays at 4.20pm ET — only on 𝕏. Source: Ben Goertzel, Dr. Danish

Mario Nawfal

96,884 görüntüleme • 1 yıl önce

3Blue1Brown’s new video explains why every LLM is actually a compression machine. everyone describes pre-training as “next token prediction” but that’s just the surface-level objective. in reality it is a means to making the most efficient text compressor. prediction and compression are two sides of the same coin. when you train the model to predict the next token you’re not just teaching it to guess the next word but how to best encode the human knowledge it sees. better compression means better abstraction means better reasoning at some point, compression stops looking like storage or a database (as some like to call it on X) and looks like an approximation of understanding.
0:58

3Blue1Brown’s new video explains why every LLM is actually a compression machine. everyone describes pre-training as “next token prediction” but that’s just the surface-level objective. in reality it is a means to making the most efficient text compressor. prediction and compression are two sides of the same coin. when you train the model to predict the next token you’re not just teaching it to guess the next word but how to best encode the human knowledge it sees. better compression means better abstraction means better reasoning at some point, compression stops looking like storage or a database (as some like to call it on X) and looks like an approximation of understanding.

ℏεsam

107,848 görüntüleme • 6 gün önce

🚨 UNCANNY VALLEY: AMERICA IS A NATION OF ENTREPRENEURS—IN WAITING Ethan Mollick believes AI could unleash millions of ideas just waiting for a next step. Professor at The Wharton School, Ethan Mollick: “A third of Americans have had a business idea they think is good in the last 5 years. Only 25% of them even start to do research—because they don’t know what to do next.” Uncanny Valley with Danish — only on 𝕏.
2:13

🚨 UNCANNY VALLEY: AMERICA IS A NATION OF ENTREPRENEURS—IN WAITING Ethan Mollick believes AI could unleash millions of ideas just waiting for a next step. Professor at The Wharton School, Ethan Mollick: “A third of Americans have had a business idea they think is good in the last 5 years. Only 25% of them even start to do research—because they don’t know what to do next.” Uncanny Valley with Danish — only on 𝕏.

Mario Nawfal

51,702 görüntüleme • 1 yıl önce

Ceteris makes the case for Zcash. "I think ZCash is true PVE... It's well distributed. You're not getting dumped on by private buyers. You don't have to worry about the team just deciding they don't care about the token anymore.
0:58

Ceteris makes the case for Zcash. "I think ZCash is true PVE... It's well distributed. You're not getting dumped on by private buyers. You don't have to worry about the team just deciding they don't care about the token anymore.

Delphi Digital

18,545 görüntüleme • 1 ay önce

Guys, buy Trump token while the price is super low. I think this is gonna be the next max bett token x100 minimum.
0:28

Guys, buy Trump token while the price is super low. I think this is gonna be the next max bett token x100 minimum.

Wow Terrifying

43,765 görüntüleme • 1 yıl önce

I definitely think that Neiro Token can be the next Shiba Inu! Find out why!
6:20

I definitely think that Neiro Token can be the next Shiba Inu! Find out why!

Austin Hilton

23,736 görüntüleme • 1 yıl önce

🚨 UNCANNY VALLEY: AI TESTS MISS HUMAN-LIKE LEAPS "Humans that are really good at solving hard problems within contemporary human culture are also very good at taking a leap into the unknown. That's just because the human brain evolved in a certain way to be good at radical generalization. [These systems] are not built to solve future problems that may not be in front of you today." Source: Ben Goertzel, Dr. Danish
2:57

🚨 UNCANNY VALLEY: AI TESTS MISS HUMAN-LIKE LEAPS "Humans that are really good at solving hard problems within contemporary human culture are also very good at taking a leap into the unknown. That's just because the human brain evolved in a certain way to be good at radical generalization. [These systems] are not built to solve future problems that may not be in front of you today." Source: Ben Goertzel, Dr. Danish

Mario Nawfal

36,345 görüntüleme • 1 yıl önce

GeckoTerminal has real banger features if you want to spot the next alpha! Let me give you one idea: You can filter out the guys who are making biggest profits and start keeping eyes on them for the next alphas. Once a few good wallets are in, you know what to do next. Here are some wallets I have filtered out from recent pumps in $TOKABU, $TROLL and $Useless - Wallet 1. 9UEubc8ChXCesAJLFTRZXbf6BWLMeNitGqfHRHKzk7Y1 Token: TOKABU PNL: $199K - Wallet 2. 8qdmzy1Y2msnNUxaQng8UVP4rDwDr1koksB5H4qPc6vi Token: TROLL PNL: $628K - Wallet 3. j1oxqtEHFn7rUkdABJLmtVtz5fFmHFs4tCG3fWJnkHX Token: USELESS PNL: 1.62M with 4M+ unrealized To hunt these chad wallets, all you need to do is start using GeckoTerminal, search the token you wish to hunt wallets in and go to the traders tab. - It shows the wallets that are making the highest profits - You can track PnL on a token level A lot more banger features which I will cover up in next post. Stay tuned and start using GeckoTerminal if you are serious about making generational wealth in crypto.
0:49

GeckoTerminal has real banger features if you want to spot the next alpha! Let me give you one idea: You can filter out the guys who are making biggest profits and start keeping eyes on them for the next alphas. Once a few good wallets are in, you know what to do next. Here are some wallets I have filtered out from recent pumps in $TOKABU, $TROLL and $Useless - Wallet 1. 9UEubc8ChXCesAJLFTRZXbf6BWLMeNitGqfHRHKzk7Y1 Token: TOKABU PNL: $199K - Wallet 2. 8qdmzy1Y2msnNUxaQng8UVP4rDwDr1koksB5H4qPc6vi Token: TROLL PNL: $628K - Wallet 3. j1oxqtEHFn7rUkdABJLmtVtz5fFmHFs4tCG3fWJnkHX Token: USELESS PNL: 1.62M with 4M+ unrealized To hunt these chad wallets, all you need to do is start using GeckoTerminal, search the token you wish to hunt wallets in and go to the traders tab. - It shows the wallets that are making the highest profits - You can track PnL on a token level A lot more banger features which I will cover up in next post. Stay tuned and start using GeckoTerminal if you are serious about making generational wealth in crypto.

Alex RT₿

12,106 görüntüleme • 10 ay önce

🚨VISA INTEGRATES #XRP FOR DIRECT SPENDING VIA COINBASE DEBIT CARDS AND CEO NOW TALKING LIVE ON TV!! TOP UTILITY TOKEN, BXE TOKEN, NOW OPENS DOORS FOR ALL INSTITUTIONS TO JOIN XRPL!! BXE TOKEN COULD GET UNDER A TON OF PRESSURE!! BXE HAS A TOTAL SUPPLY OF ONLY 500 MILLION!! AND ONLY 1.2 MILLION ARE LEFT IN PRESALE!!! THINK ABOUT IT!! YOU SEE THE UTILITY RIGHT THERE!!! IF YOU CATCH BXE IN PRESALE!! LEAST YOU CAN DO IS LOOK INTO IT!! DYOR BXE TOKEN TRADE LINK:
2:04

🚨VISA INTEGRATES #XRP FOR DIRECT SPENDING VIA COINBASE DEBIT CARDS AND CEO NOW TALKING LIVE ON TV!! TOP UTILITY TOKEN, BXE TOKEN, NOW OPENS DOORS FOR ALL INSTITUTIONS TO JOIN XRPL!! BXE TOKEN COULD GET UNDER A TON OF PRESSURE!! BXE HAS A TOTAL SUPPLY OF ONLY 500 MILLION!! AND ONLY 1.2 MILLION ARE LEFT IN PRESALE!!! THINK ABOUT IT!! YOU SEE THE UTILITY RIGHT THERE!!! IF YOU CATCH BXE IN PRESALE!! LEAST YOU CAN DO IS LOOK INTO IT!! DYOR BXE TOKEN TRADE LINK:

JackTheRippler ©️

39,843 görüntüleme • 11 ay önce

On some single-line routes, Bangladesh Railways still uses a British-era token system. As the train passes, the driver collects a hoop carrying the token without it, the train cannot enter the next block. [📹 locomaster_]
0:24

On some single-line routes, Bangladesh Railways still uses a British-era token system. As the train passes, the driver collects a hoop carrying the token without it, the train cannot enter the next block. [📹 locomaster_]

Massimo

1,815,058 görüntüleme • 3 ay önce

🚨BREAKING NEWS: SEC EXPECTED TO DROP RIPPLE #XRP LAWSUIT IN UNDER 48 HOURS AS THE CONSENSYS LAWSUIT IS NOW OFFICIALLY DROPPED BY THE SEC!!! EXPECTIONS ARE THAT THE PRICE OF XRP WILL JUMP TO BETWEEN $10-$18 INSTANTLY UPON ANNOUCEMENT!!‼️ THIS MEANS MASSIVE DEFI GROWTH ON THE #XRPL!! TOP DEFI TOKEN ON XRPL, CTF TOKEN, LOOKS SO BULLISH RIGHT NOW!! ONLY $20 BILLION MARKET CAP WOULD SEND CTF TOKEN FROM $0.78 TO $748.50 PER TOKEN!!! XRP IS THE RESERVE CURRENCY OF THE USA!! THATS A FACT NOW! YOU THINK THE TOP DEFI TOKEN ON THE XRPL IS NOT GOING TO GO TO ONLY $20 BILLION MARKET CAP?? YOU ARE INSANE IF YOU THINK NOT!! CTF TOKEN HAS A TOTAL SUPPLY OF ONLY 119 MILLION TOKENS, THATS NOTHING!! CTF TOKEN IS GOING TO GO INSANE!! DYOR CTF TOKEN TRADE LINK: CTF TOKEN TRADE LINK ON MEXC: Website: 🚨🚨
1:15

🚨BREAKING NEWS: SEC EXPECTED TO DROP RIPPLE #XRP LAWSUIT IN UNDER 48 HOURS AS THE CONSENSYS LAWSUIT IS NOW OFFICIALLY DROPPED BY THE SEC!!! EXPECTIONS ARE THAT THE PRICE OF XRP WILL JUMP TO BETWEEN $10-$18 INSTANTLY UPON ANNOUCEMENT!!‼️ THIS MEANS MASSIVE DEFI GROWTH ON THE #XRPL!! TOP DEFI TOKEN ON XRPL, CTF TOKEN, LOOKS SO BULLISH RIGHT NOW!! ONLY $20 BILLION MARKET CAP WOULD SEND CTF TOKEN FROM $0.78 TO $748.50 PER TOKEN!!! XRP IS THE RESERVE CURRENCY OF THE USA!! THATS A FACT NOW! YOU THINK THE TOP DEFI TOKEN ON THE XRPL IS NOT GOING TO GO TO ONLY $20 BILLION MARKET CAP?? YOU ARE INSANE IF YOU THINK NOT!! CTF TOKEN HAS A TOTAL SUPPLY OF ONLY 119 MILLION TOKENS, THATS NOTHING!! CTF TOKEN IS GOING TO GO INSANE!! DYOR CTF TOKEN TRADE LINK: CTF TOKEN TRADE LINK ON MEXC: Website: 🚨🚨

FinanceBro

172,382 görüntüleme • 1 yıl önce

Vegas is entering its next chapter. The original $VEGAS token launched as a memecoin in July 2024, with 60% airdropped to the community. It built the foundation. Now we need a clean token structure to scale poker, casino and prediction markets. Because $VEGAS cannot be redeployed on HyperCore, NEW VEGAS will launch with a new ecosystem token. $VEGAS holders will be recognized through a snapshot on Wednesday, June 3, 9am UTC. We’re raising to accelerate the next phase: licensing, Vegas Originals, provider integrations, events and tournaments. More details after the snapshot.
0:40

Vegas is entering its next chapter. The original $VEGAS token launched as a memecoin in July 2024, with 60% airdropped to the community. It built the foundation. Now we need a clean token structure to scale poker, casino and prediction markets. Because $VEGAS cannot be redeployed on HyperCore, NEW VEGAS will launch with a new ecosystem token. $VEGAS holders will be recognized through a snapshot on Wednesday, June 3, 9am UTC. We’re raising to accelerate the next phase: licensing, Vegas Originals, provider integrations, events and tournaments. More details after the snapshot.

Vegas HL

10,816 görüntüleme • 13 gün önce

Full Token Persistence 🟥 Six months ago Saito accelerated the path to Token Persistence. Right on schedule, the Token Persistence threshold is today 0. What that means and what comes next:
6:39

Full Token Persistence 🟥 Six months ago Saito accelerated the path to Token Persistence. Right on schedule, the Token Persistence threshold is today 0. What that means and what comes next:

Saito Network 🟥

20,524 görüntüleme • 9 ay önce

Demis Hassabis: "I think there is a need for some great philosophers. Where are they? The great next philosophers... I think we're going to need that to help navigate society to that next step. AGI and ASI is going to change humanity and the human condition."
0:24

Demis Hassabis: "I think there is a need for some great philosophers. Where are they? The great next philosophers... I think we're going to need that to help navigate society to that next step. AGI and ASI is going to change humanity and the human condition."

Smoke-away

122,048 görüntüleme • 1 yıl önce