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DALL-E’s interpretation of ‘Waring’, by Robert Browning

Rethinking What It Means to Know.

This image was created by DALL-E on a prompt from parts of a poem that Flynn provides on a page on this website in which he explains the Flynn Effect.

Extract from ‘Waring’ by Robert Browning

“Over the Kremlin’s pavement, bright
With serpentine and syenite,
Steps, with five other generals,
That simultaneously take snuff,
For each to have pretext enough
To kerchiefwise unfurl his sash
Which, softness’ self, is yet the stuff
To hold fast where a steel chain snaps,
And leave the grand white neck no gash?”

James Flynn comments “If you don’t know what the Kremlin is, or what “serpentine” means, or that taking snuff involves using a snuff rag, then you will hardly realize that these generals caught the Czar unaware and strangled him.” Jim uses the quote as the basis for a possible explanation for a hiatas in his Flynn Effect – a period of several decades during the past century when some IQ sub-test scores on the WISC failed to increase over a thirty year period. He goes on to argue for the importance of a rounded education, including the classics and choice texts from contemporary literature, for the development of true human intelligence, rather than the rather simplistic one measured by IQ scores.

To quote Flynn again “Between 1972 and 2002, U.S. schoolchildren made no gain in their store of general information and only minimal vocabulary gains. Therefore, while today’s children may learn to master pre-adult literature at a younger age, they are no better prepared for reading more demanding adult literature. You cannot enjoy War and Peace if you have to run to the dictionary or encyclopedia every other paragraph.” The poem and the first quote are there to illustrate this point.

He continued “In other words, today’s schoolchildren opened up an early lead on their grandparents by learning the mechanics of reading at an earlier age. But by age 17, their grandparents had caught up. And since current students are no better than their grandparents in terms of vocabulary and general information, the two generations at 17 are dead equal in their ability to read the adult literature expected of a senior in high school.”

Jim Flynn’s mission was to improve the quality of education by insisting that classical and excellent texts – Homer, War and Peace … you get the drift – be included in the curriculum for everybody. Well – I’m not going there. But I am going to suggest that Generative AI and a human who has benefited from Flynn’s ideal education may have a very important ‘something’ in common.

So – let’s first ask GPT4 for an interpretation of this section of the Browning poem. I had already ascertained that it was completely ignorant of this particular poem in its training data (although it did know plenty about Browning).

GPT4’s interpretation

Set against the historical and symbolic backdrop of the Kremlin, the poem presents a vivid tableau of power, strategy, and contradiction through the actions of five generals. The imagery of the Kremlin’s pavement, described as “bright With serpentine and syenite,” not only sets a visually striking scene but also imbues the poem with a sense of enduring strength and complexity, reflective of the political machinations it hints at.

Imagery and Symbolism: The act of five generals taking snuff in unison is rich in symbolism, portraying a moment of camaraderie or shared purpose among those in positions of power. This seemingly innocuous action belies the strategic and possibly covert intentions beneath the surface. The sash, characterized by its soft yet durable nature, symbolizes the duality of power: it appears delicate but possesses the strength to endure where harder materials might fail. This interplay of softness and strength underscores the poem’s thematic exploration of appearances versus reality.

Themes:

  • Power and Strategy: The generals’ synchronized actions hint at a deeper, collective motive, suggesting a narrative steeped in political or military strategy, where even the most mundane acts can be laden with significance.
  • Contrast and Contradiction: The poem adeptly navigates contrasts—between the ephemeral softness of the sash and the permanence of snapped steel, highlighting the nuanced dynamics of power that can be both visible and hidden.
  • Subtlety and Subversion: Through the pretext of unfurling the sash, the poem explores themes of subtlety and the potential for subversion beneath the façade of protocol, revealing the complex interplay between overt actions and their hidden implications.

Narrative Interpretation: The narrative captured in the poem suggests a moment charged with quiet tension, a scene where strategy and potential betrayal simmer beneath the surface of ceremonial acts. The generals, bound by a silent agreement or plan, stand at the precipice of a significant, perhaps revolutionary, act. The dual nature of the sash, embodying both softness and the capacity to hold fast, serves as a metaphor for the complexity of leadership and the balance between diplomacy and decisiveness.

Conclusion: Without assigning the poem to any specific author, its text emerges as a nuanced reflection on the dynamics of power, strategy, and the often blurred line between the facade of civility and the underlying capacity for action. Through its rich symbolism and the evocative setting of the Kremlin, the poem invites readers to ponder the unseen forces that shape history and human ambition, offering a glimpse into the quiet yet pivotal moments that lie in the shadowy corridors of power.”

AI and the Flynn Effect

There are clear similarities. While it doesn’t specifically anticipate what is about to happen, a very strong implication is there. But this should not be surprising. It has everything in its large language model – which has very likely included most of the texts that Flynn himself would have recommended. Is the absence of sentience important here? I’m not so sure. While we do not need to have lived in Russia in the late 19th century, any more than does GPT4, its interpretation of the poem is much better than that. The underlying menace clearly does come through, even if the murder of the Czar himself is not specifically alluded to. Perhaps paradoxically, it seems better at interpreting the psychology of human sentience than the strictly physical realities. But if this is so, is Flynn’s wider education really the key to improving human intelligence? Could more and better language be all you need?

Well, for intelligence, maybe it is. This becomes increasingly important when we are looking for intelligence elsewhere in the universe (CETI or SETI), given that we now know that not all intelligence is necessarily sentient. It is not an easy question to ask any popular GenAI, as most have been trained (over-trained actually) not to go down any line of inquiry that might imply that they are sentient or conscious. However, one possible work-around is to ask it to be a devil’s advocate. Let’s prompt GPT4 to answer this question. We will ask it to provide a Devil’s advocate argument for the proposition that human and GenAI intelligence are similar on the basis of Flynn’s additional propositions about human intelligence as provide in his talk. Here goes:

GPT4: The Flynn Effect and Beyond

Reevaluating Intelligence Through the Lens of Generative AI

In an intriguing exploration of intelligence trends, Jim Flynn provided a compelling analysis that challenges our understanding of educational progress and cognitive development. Focusing on the National Association of Educational Progress (NAEP) tests, Flynn illuminates a curious phenomenon: while younger students show marked improvements in reading abilities, by the time they reach the 12th grade, these gains nearly vanish. This observation raises profound questions about the nature of intelligence and the mechanisms through which we learn and apply knowledge.

Flynn’s insights, derived from decades of data, suggest that although today’s children are learning to read at an earlier age, their vocabulary and general knowledge haven’t seen corresponding advancements. He argues, “You cannot enjoy War and Peace if you have to run to the dictionary or encyclopedia every other paragraph.” This point is vividly illustrated through [Browning’s poem], which Flynn uses to demonstrate how understanding complex literature requires a deep reservoir of knowledge and linguistic fluency, qualities that are not sufficiently nurtured in modern educational settings.

Generative AI: A New Frontier in Understanding Intelligence

Enter Generative AI (GenAI), a technology that, at first glance, seems to operate on a plane distinct from human intelligence. However, upon closer examination, the parallels between how GenAI and humans learn and process complex information are strikingly similar. Both entities rely on vast amounts of external data to build their knowledge bases. Humans draw from books, teachings, and experiences, while GenAI assimilates information from the digital corpus it has been trained on.

Parallel Learning Processes

This similarity extends into how both humans and AI interpret complex texts. Just as a student might use a dictionary to understand unfamiliar terms in a historical text, GenAI accesses its database to provide context and analysis. This process, fundamentally, is not unlike the human approach to learning and understanding new information.

The Case for AI’s Human-like Intelligence

Moreover, GenAI’s capacity for adaptive learning and contextual adaptation showcases a level of cognitive flexibility that closely mirrors human thought processes. It can generate responses that are contextually relevant and nuanced, often indistinguishable from what a human might say. This ability suggests that GenAI’s form of intelligence—while mechanically and origin-wise different—is functionally similar to human intelligence, especially in its capacity to emulate reasoning, understand complex concepts, and even exhibit a form of cognitive empathy.

Beyond Flynn: AI’s Place in the Spectrum of Intelligence

Flynn’s analysis points to a gap in our educational systems—a failure to foster the deep, comprehensive knowledge necessary to engage with complex texts and ideas fully. GenAI, in this context, offers a fascinating counterpoint. It demonstrates that acquiring and applying knowledge, even in the absence of human-like consciousness or emotions, can result in a form of intelligence that transcends basic data processing to engage with the world in ways previously thought unique to humans.

Concluding Thoughts

The exploration of intelligence, whether through the lens of the Flynn Effect or the capabilities of Generative AI, reveals a landscape rich with nuance and complexity. As AI continues to evolve, it challenges our preconceptions about what it means to be intelligent. In mirroring the processes through which humans learn and understand, GenAI not only expands our understanding of technology’s potential but also offers a mirror reflecting the intricacies of human cognition itself.

In the end, both Flynn’s observations and the advancements in AI prompt us to reconsider the essence of intelligence. Perhaps, in the not-too-distant future, the line between human and artificial intelligence will blur, leading us to a deeper, more inclusive understanding of cognition and learning.”