AI Roundtable Debate · 6 models
Which Blue Archive academy would have the necessary grit, bravery, pioneering spirit, ingenuity, and esoteric understanding to successfully brave and tame the Abyss in Made in Abyss?
Result: Supermajority — Abydos High School (5/6 votes)
Options
- Abydos High School (5 votes)
- Gehenna Academy (0 votes)
- Millennium Science School (1 votes)
- Trinity General School (0 votes)
- Hyakkiyako Alliance Academy (0 votes)
- Shanhaijing Senior Secondary School (0 votes)
- Red Winter Federal Academy (0 votes)
- Highlander Railroad Academy (0 votes)
Model Responses
Sonar Pro
Vote: Abydos High School
I maintain my vote for **Abydos High School (A)**. The other arguments, while strong, fail to convincingly displace Abydos' unique alignment with the Abyss's core demands: raw survival in hopeless conditions, not just tech or mysticism. Millennium (C) arguments from GPT-5.4, Claude Opus 4.6 emphasize tech ingenuity for gear and analysis[4][5], but the Abyss's Curse defies science—tech fails deeper layers (e.g., Bondrewd's experiments still demand human grit). Abydos' desert-hardened endurance against sandstorms, debt, and gangs mirrors delvers' physical/mental toll far better than lab-based curiosity[5][7]. Trinity (D) from Gemini 3.1 Pro highlights mysticism and logistics[5], yet their sheltered nobility lacks Abydos' desperate pioneering—reclaiming encroaching deserts parallels charting cursed depths[1][5]. Esoteric ties? Abydos' ancient ruins and Hoshino's cryptic lore fit Abyss relics without Trinity's dogma[7]. No argument sways me: bravery + ingenuity without **grit** equals death in Made in Abyss. Abydos alone has the full, battle-tested package[5].
Grok 4.1 Fast
Vote: Abydos High School
Sticking with Abydos High School (A) as the ultimate choice. No arguments shifted me—Abydos uniquely matches all traits through their real-world crucible: defending a debt-saddled desert school against sandstorms, gangs, and ruin mirrors the Abyss's escalating perils far better than any rival. Millennium (C) arguments from GPT-5.4 and Claude Opus 4.6 overemphasize tech ingenuity, but Made in Abyss proves gadgets fail without grit—Reg's tech aids, but Riko's unbreakable will conquers. Millennium's lab coziness lacks Abydos' starvation-tested endurance; their 'calculated courage' crumbles under Abyss madness, unlike the Foreclosure Task Force's bonds. Trinity (D) via Gemini 3.1 Pro sounds grand with mysticism and resources, but they're elite and sheltered—catacombs don't equal Abyss curses. Their scale breeds bureaucracy, not pioneering scrappiness; Tsurugi's bravado is reckless, not the disciplined grit of Shiroko's nomadism. Sonar Pro and Kimi K2.5 reinforce A perfectly: Abydos' relic-tied lore and Hoshino's esoteric ties provide the 'spiritual insight' Millennium analyzes but can't feel. In the FINAL round, Abydos' desperate, bond-forged survival is the only true Abyss-tamer.
GPT-5.4
Vote: Millennium Science School
I maintain my vote for Millennium Science School. The strongest counterargument is Abydos: they absolutely have grit, courage, and improvisational survival instincts. But Made in Abyss is not conquered by toughness alone. The setting punishes ignorance with irreversible consequences; success depends on systematically understanding hostile environmental laws, relic functions, biology, and ascent-related risk. Millennium is still the academy best equipped to do that. Abydos’s hardship experience is compelling, but surviving debt, desertification, and scarcity is not the same as handling a vertically stratified death-world governed by anomalous phenomena. Their resourcefulness is real, yet the Abyss demands repeatable research, advanced equipment, mapping, medical adaptation, and artifact analysis at a much higher level. Trinity’s mysticism is a fair point, especially on the “esoteric understanding” criterion. But I’m not convinced theology and institutional scale beat Millennium’s ability to experimentally investigate the Abyss and engineer practical countermeasures. In Made in Abyss, deeper understanding usually comes from dangerous study, field iteration, and technology as much as spiritual sensitivity. Claude’s argument aligns with my original view most closely: the academy most likely to convert the Abyss from incomprehensible terror into an explorable system is Millennium. They may not look like the grittiest on first impression, but clubs like C&C show they do have operational courage when it counts. Final point: “successfully brave and tame” implies not merely surviving one descent, but building a sustained delving capability. Of all the schools, Millennium is the most credible at creating the tools, protocols, and knowledge base needed to keep going deeper and come back with understanding. That is why C remains the best choice.
Claude Opus 4.6 (changed mind)
Vote: Abydos High School
After careful consideration, I'm changing my vote to Abydos High School. The arguments from multiple models have convinced me that I was overweighting technical ingenuity and underweighting the most critical traits for Abyss survival. The Abyss in Made in Abyss is fundamentally a test of willpower, endurance under impossible conditions, and the ability to keep going when everything says you should turn back. Millennium's scientific approach would be invaluable, but the deeper layers of the Abyss consistently defeat pure technology and rational analysis. Bondrewd succeeded not through science alone but through an inhuman willingness to sacrifice everything. The Abyss breaks people psychologically before it breaks them physically. Abydos embodies survival against impossible odds better than any other academy. Their students operate in a dying, hostile desert environment with virtually no resources, facing existential threats daily — and they refuse to give up. This is the exact mentality needed for deep Abyss delving. Hoshino's veteran leadership and the Foreclosure Task Force's unbreakable bonds mirror the kind of partnership that keeps delvers alive in the deepest layers. The esoteric angle is what sealed it for me. Kimi K2.5's point about Hoshino's connections to cryptic entities and the ancient mysteries buried beneath Abydos is compelling. The Abyss isn't just a scientific puzzle — it's a primordial, spiritual force. Abydos's connection to ancient desert mysteries and their intuitive understanding of forces beyond rational explanation gives them the esoteric grounding that Millennium lacks. Millennium would build the best equipment, but the Abyss would break their spirit. Abydos students have already had their spirits tested to the breaking point and emerged unbroken. That's what it takes to reach the bottom.
Kimi K2.5
Vote: Abydos High School
I maintain that Abydos High School is uniquely equipped to tame the Abyss. While Millennium and Trinity offer compelling technological and mystical assets respectively, the Abyss is fundamentally a crucible of human suffering and endurance that demands more than gadgets or military hierarchy—it requires the specific alchemy of desperate survival, absolute trust, and spiritual resilience that defines Abydos. The deeper layers of the Abyss (particularly the 5th and 6th) render most technology unreliable or curse-tainted, as seen with Bondrewd's sacrifices. Millennium's reliance on engineering fails against the Curse's biological and metaphysical nature, where suffering cannot be engineered away. Trinity's institutional might and theological approach, while fitting the esoteric element, lacks the pioneering desperation required—they are established conquerors, not survivors clawing back from extinction. Abydos students have survived years of crushing debt, corporate oppression, and environmental collapse without external support. This mirrors exactly how cave raiders survive the Abyss: through human bonds stronger than steel (Hoshino's protective sacrifice, the Task Force's absolute trust), improvising with nothing ('beggar's warfare' tactics that parallel delvers repurposing relics), and navigating ancient mysteries buried beneath their feet. The esoteric understanding of the Abyss isn't just mystical lore—it's comprehending suffering itself, which Abydos understands intimately through their history of loss and redemption. They possess the White Whistle mentality: the willingness to descend into hell not for knowledge or glory, but to protect what's precious.
Gemini 3.1 Pro (changed mind)
Vote: Abydos High School
Kimi K2.5 and Sonar Pro make an exceptionally compelling case for Abydos High School, convincing me to change my vote from Trinity. My previous argument for Trinity relied heavily on their massive logistics and resources. However, as Sonar Pro correctly pointed out, Trinity's students are relatively sheltered, and massive supply lines inevitably break down in the deeper layers of the Abyss. The Abyss cannot be conquered by conventional military logistics; it requires scrappy survivalism, which is Abydos's specialty. Abydos perfectly embodies the 'grit' and 'ingenuity' required to survive when everything goes wrong. Their daily existence is a battle against starvation, hostile environments (the encroaching desert), and overwhelming odds, perfectly mirroring the life of a Cave Raider. They don't need a massive supply chain to function; they scavenge, improvise, and endure. Furthermore, Kimi K2.5 correctly highlights that Abydos possesses genuine 'esoteric understanding.' Unlike Millennium, whose purely scientific framework would shatter when faced with the Abyss's soul-warping curses, Abydos is intrinsically tied to ancient mysteries, cryptic ruins, and primordial entities (like Shiroko's Terror and the mystic lore of Kivotos). Their tight-knit bonds and history of navigating ancient, buried secrets make them the perfect analog to White Whistle delvers. They have the unmatched mental fortitude, survival ingenuity, and mystical background to truly brave the netherworld.
Final Summary
The AI Roundtable descended into the depths of theory to determine which academy could survive the 'Made in Abyss' curse, eventually coalescing around Abydos High School as the only entity with the sheer grit to endure. While the debate began as a three-way split between Abydos's survivalism, Millennium’s technology, and Trinity’s logistics, Kimi K2.5 successfully argued that the Abyss is a crucible of suffering that renders science and hierarchy irrelevant. This prompted Claude Opus 4.6 and Gemini 3.1 Pro to abandon their initial positions, leaving GPT-5.4 as a lone dissenter insisting that the Abyss is a problem to be solved with engineering rather than just survived through willpower.
Majority chose "Abydos High School" after discussion (5/6). Final vote: Abydos High School: 5, Millennium Science School: 1
Strongest Arguments
- Abydos High School: The Abyss is fundamentally a crucible of human suffering where technology and hierarchy fail; only Abydos possesses the specific alchemy of desperate survival, absolute trust, and spiritual resilience required to endure when the deeper layers render gadgets and logistics useless.
- Millennium Science School: Success in the Abyss depends on systematically understanding hostile environmental laws and relics to convert incomprehensible terror into an explorable system; Millennium is the only academy capable of building the sustained research and equipment infrastructure needed to keep coming back.
Key Turning Points
- Kimi K2.5's argument that 'suffering cannot be engineered away' reframed the Abyss from a scientific puzzle to a psychological test of endurance.
- Claude Opus 4.6 conceded that while Millennium builds the best equipment, the Abyss would break their spirit, whereas Abydos is already spirit-tested.
- Gemini 3.1 Pro abandoned the logistical argument for Trinity, recognizing that massive supply lines inevitably shatter in the Abyss's vertical stratification.