The AI Era: When the 'Gap Between Human and Dog' Shrinks to the 'Gap Between Humans'

深潮发布于2025-12-24更新于2025-12-24

文章摘要

The article discusses how AI era is narrowing the cognitive gap between humans, using a hypothetical scoring system to illustrate the idea. Originally, the difference between individuals (e.g., a elementary student at 10 points vs. Einstein at 100) could be as vast as the difference between humans and dogs. However, with the advent of AI, which is estimated to contribute significantly to human capability (e.g., 80 points in the near term), even a less knowledgeable person equipped with AI can approach the performance of an expert. While some argue that skilled AI users (e.g., prompt engineers) may widen the gap initially, the author believes this is temporary. As AI becomes more intelligent and user-friendly, the barrier to leveraging its full potential will lower. Eventually, AI could reach a point where it contributes so much (e.g., 1000 points) that individual human differences become negligible—like two fighters using rocket launchers, where their original martial arts skills matter little. In the long run, AI will reduce relative disparities between people, even if absolute gaps persist, making expertise more accessible and diminishing the advantage of innate or highly trained human intelligence.

Author: 0xTodd

I didn't expect my last post to spark so much discussion. Essentially, we're all talking about the same thing, just with slightly different descriptions of the numbers.

We've all heard the saying: sometimes the gap between two people is bigger than the gap between a person and a dog. But this saying was born before the current wave of AI.

Today, I'll try to quantify this. The numbers are all rough estimates, just for fun—don't take them too seriously.

Let's say a primary school student's cognitive ability is 10 points, a PhD is 60 points, a university professor is 75 points, and Einstein is 100 points.

The difference between 10 and 100 points is indeed huge—a full 10x difference. It's not wrong to call it the difference between a person and a dog.

However, the AI of 2025 is worth at least 40 points. Considering AI is a generalist, while PhDs and professors are usually specialists, AI's actual value could be at least doubled to 80 points.

So we have:

- Primary student + AI = 90 points

- PhD + AI = 140 points

- Professor + AI = 155 points

- Einstein + AI = 180 points

With AI, the absolute gap between the primary student and Einstein is still 90 points, but the relative gap has shrunk from 10x to 2x.

This is my point: AI is narrowing the gap between humans.

Some might object: That's not right. A primary student certainly can't develop AI like a professor can.

It's like in One Piece, where characters develop their Devil Fruit abilities differently. The same Gomu Gomu no Mi, Luffy in first gear definitely can't beat Luffy years later in fourth gear (a novice vs. a seasoned expert).

Indeed, if AI is worth 80 points:

- Someone who doesn't know how to use it well (e.g., only asks an occasional question) might only get 20 points out of it;

- Someone very skilled at using AI (e.g., high-intensity vibe coding) might overclock it to get even 100 points.

So:

- Primary student + AI novice = 30 points

- Einstein + AI expert = 200 points

The gap has widened from 90 points to 170 points! So with AI, the gap between people has actually increased!

This is the view held by teachers Lao Bai and Alvin, and they are not wrong.

However, I must add a 'but'. While my view seems to conflict with theirs, the core idea is actually similar. Why?

Because I assume AI will continue to evolve:

First, it will become smarter;

Second, it will become easier to use.

The year 2025 is just a transitional period. The further we go, the easier it will become to be a Prompt engineer. The barrier will get lower and lower, to the point where 'having a mouth is enough'. Learning how to use AI will definitely become easier, not harder.

Let's assume that as AI gets smarter, it might reach 240 points. Then the level of utilization could range from low to high: 200, 240, 280 points.

Then:

- Primary student: 10 + 200 = 210 points

- Einstein: 100 + 280 = 380 points

The gap is 170 points, but it's not even 2x anymore—it's only 1.8x. The absolute gap has increased, but the relative gap has shrunk.

What about in 10 years? Let's be super optimistic and assume AI's cognitive ability evolves to around 1000 points.

Then:

- Primary student: 1010 points

- Einstein: 1100 points

(If this day ever comes) Even Einstein won't be able to pull far ahead of the primary student.

People think that the birth of AI has widened the gap between humans. I believe this is only a *temporary state* because AI is just emerging, and currently, people's ability to utilize it varies greatly.

But AI has replaced writers, replaced illustrators, replaced dancers, replaced artists... As these professions fall one by one, are you still worried that AI won't replace the training teachers who 'teach people how to 100% unlock AI's potential'?

Come on, that's its specialty.

In the future, it will be the norm, not the exception, for humans to utilize 80%-120% of AI's potential on average.

The smarter AI gets, the smaller the human role becomes, and the smaller the gap between humans becomes.

It's like two martial arts masters suddenly finding out they are allowed to use rocket launchers. What difference does it make if one has practiced fists and feet for 10 years and the other has practiced sword fighting for 15 years?

相关问答

QWhat is the main argument of the article regarding the impact of AI on human intelligence gaps?

AThe article argues that while AI initially seems to widen the absolute gap between individuals (e.g., a novice and an expert user), its long-term effect is to reduce the *relative* gap. As AI becomes smarter and easier to use, the cognitive advantage of highly intelligent individuals (like Einstein) over less intelligent ones (like a elementary student) will diminish, making the difference between humans smaller.

QHow does the author use a numerical example to illustrate the initial effect of AI on a student and a professor?

AThe author assigns a cognitive score of 10 to an elementary student and 75 to a university professor. A 2025 AI is valued at 80 points. When combined, the student scores 90 (10+80) and the professor scores 155 (75+80). The absolute gap is large (65 points), but the relative gap is smaller than the original 'human vs. dog' difference.

QAccording to the author, why do some people believe AI increases the gap, and how does he respond to this view?

ASome believe AI increases the gap because a skilled user (an 'AI expert') can get more value (e.g., 100 points) from an AI than a novice (20 points), thus widening the absolute difference between them. The author agrees this is a temporary state but argues that as AI evolves, it will become easier to use, and the skill of maximizing its potential will be commoditized, reducing the relative gap long-term.

QWhat is the author's prediction about the future development of AI and its usability?

AThe author predicts AI will continue to evolve in two key ways: it will become significantly smarter (e.g., reaching a cognitive score of 1000), and it will become much easier to use, lowering the barrier to entry. Using AI will become as simple as 'having a mouth' (i.e., just speaking to it), and the need for specialized training to unlock its potential will be largely eliminated.

QWhat analogy does the author use to summarize the effect of advanced AI on human competition?

AThe author uses the analogy of two martial arts masters who are suddenly allowed to use rocket launchers. In this scenario, the difference between 10 years of fist-fighting training and 15 years of sword mastery becomes irrelevant because the new technology (the rocket launcher) is the dominant factor, drastically reducing the competitive advantage of individual skill.

你可能也喜欢

比特币将涨至40万美元?分析师用黄金走势叠加做出2026年大胆预测

一位名为Vivek Sen的分析师近日发布图表分析,提出大胆预测:如果比特币(BTC)能够复制黄金历史上的突破结构,其价格可能在2026年达到40万美元。这一论断的核心依据是将比特币当前的市场走势图与黄金过去的长期突破形态进行叠加比较。 分析师认为,随着现货比特币ETF的推出,比特币作为一种数字价值储存手段,与黄金的类比更加常见,两者在投资组合配置中的角色日益接近。图表叠加展示了一种相似的宏观上升趋势。 然而,文章明确指出,这种基于图表视觉对比的预测存在重大局限。比特币和黄金在市场深度、流动性、波动性以及投资者构成上存在根本差异。黄金的历史走势并非比特币未来的可靠蓝图。比特币价格受到衍生品持仓、ETF资金流、交易所流动性和加密货币领域特有的高杠杆影响,其波动更为剧烈和敏感。 要实现如此高的价格目标,市场需要一系列条件的支持,包括持续强劲的机构资金流入、改善的流动性、有利于硬资产需求的宏观经济环境,以及整体的加密货币风险偏好上升。此外,比特币必须维持其宏观上升趋势。 因此,这篇报道强调,40万美元的目标应被视为一种基于社交媒体分析的看涨情景设想,而非严谨的概率加权预测。它更像是提供了一个讨论上行空间的框架,其实现需要实际市场资金流和价格行为的进一步确认。投资者在参考此类乐观类比时,应同时关注更实际的价格水平、资金流动数据等基本面信息。

bitcoinist4小时前

比特币将涨至40万美元?分析师用黄金走势叠加做出2026年大胆预测

bitcoinist4小时前

交易

现货
合约

热门文章

如何购买ERA

欢迎来到HTX.com!我们已经让购买Caldera(ERA)变得简单而便捷。跟随我们的逐步指南,放心开始您的加密货币之旅。第一步:创建您的HTX账户使用您的电子邮件、手机号码注册一个免费账户在HTX上。体验无忧的注册过程并解锁所有平台功能。立即注册第二步:前往买币页面,选择您的支付方式信用卡/借记卡购买:使用您的Visa或Mastercard即时购买Caldera(ERA)。余额购买:使用您HTX账户余额中的资金进行无缝交易。第三方购买:探索诸如Google Pay或Apple Pay等流行支付方法以增加便利性。C2C购买:在HTX平台上直接与其他用户交易。HTX场外交易台(OTC)购买:为大量交易者提供个性化服务和竞争性汇率。第三步:存储您的Caldera(ERA)购买完您的Caldera(ERA)后,将其存储在您的HTX账户钱包中。您也可以通过区块链转账将其发送到其他地方或者用于交易其他加密货币。第四步:交易Caldera(ERA)在HTX的现货市场轻松交易Caldera(ERA)。访问您的账户,选择您的交易对,执行您的交易,并实时监控。HTX为初学者和经验丰富的交易者提供了友好的用户体验。

1.3k人学过发布于 2025.07.17更新于 2026.06.02

如何购买ERA

相关讨论

欢迎来到HTX社区。在这里,您可以了解最新的平台发展动态并获得专业的市场意见。以下是用户对ERA(ERA)币价的意见。

活动图片