{"slug": "gilgamesh-to-homero-180-minds-of-1600-reconstructed-as-runnable-neural-nets", "title": "Gilgamesh to Homero – 180 minds of 1600 reconstructed as runnable neural nets", "summary": "Lost Minds AI has open-sourced the mechanistic plane of its project reconstructing 1,600+ historical minds up to 1905, releasing runnable neural architectures written in pure NumPy for figures from Gilgamesh to Homer. Each of the 20 minds per tome ships with a mandatory finite-difference gradient check, a real training loop, and a self-test suite, alongside an interactive Three.js mind-map explainer, with the corpus organized chronologically by birth year across nine tomes covering 2700 BCE to 575 CE. The project asks of each reconstructed thinker how they would build an Artificial General Intelligence today.", "body_md": "*Reconstructing 1,600+ minds from the past — up to 1905 — and asking a single question of each:\n**if they were alive today, how would they build an Artificial General Intelligence?***\n\n[🌐 Encyclopedia](https://lostmindsai.com)  · \n[📖 Book Series (Amazon)](https://www.amazon.com/dp/B0H6F9L324)  · \n[🧪 Interactive Demos](https://artificiology.com/)  · \n[📊 E-AGI Barometer](https://artificiology.com/barometer.html)  · \n[✍️ Author](https://www.vivancos.com/)\n\n**Lost Minds AI** is a large-scale project that reconstructs the cognition of historical thinkers — poets, kings, physicians, lawgivers, mystics, mathematicians, generals — and projects each of them forward into our era to imagine the AGI *they* would have designed, given how they actually thought about mind, order, knowledge and the self.\n\nEvery mind is reconstructed across **two planes**:\n\n| Plane | File | What it is | \n|---|---|---|\n| 🎛️ **Abstract** | `MindMap.html` | An interactive, visually-rich 3D representation (Three.js + shaders) that abstracts the key factors of a thinker's personality and worldview — playable, not just clickable. | \n| ⚙️ **Mechanistic** | `Neuron.py` | A small but genuinely *runnable* neural architecture — pure NumPy, built from first principles — whose design embodies that thinker's distinctive cognitive signature. | \n\nThis repository open-sources the **mechanistic plane** — the architectures — alongside a **visual mind-map explainer** for each figure. It grows tome by tome until it holds the full Encyclopedia.\n\n**No fabricated metrics.** Each architecture ships with a mandatory finite-difference gradient check, a real training loop and a self-test suite. Every number a program reports is produced live, on the machine that runs it — not hard-coded.\n\nThe corpus runs in chronological order (Date is birth year). Each tome collects **20 minds**; every tome page below is fully illustrated with the mind-map explainers and links each mind to its runnable architecture.\n\n| Tome | Minds | Era | Arc | Read | Buy | \n|---|---|---|---|---|---|\n| **1** | 1–20 | 2700–800 BCE | Dawn of the Record — Mesopotamia to the Greek Epic | 📖 [tome1.md](/DavidVivancos/lostmindsAI/blob/main/tome1.md) | [Amazon](https://www.amazon.com/dp/B0H6F9L324) | \n| **2** | 21–40 | 800–501 BCE | Axial Foundations — Vedic India, Ionia & the Hundred Schools | 📖 [tome2.md](/DavidVivancos/lostmindsAI/blob/main/tome2.md) | [Amazon](https://www.amazon.com/dp/B0H6QCQ9M7) | \n| **3** | 41–60 | 550–400 BCE | The Classical Turn — Persia, Warring States & Golden-Age Athens | 📖 [tome3.md](/DavidVivancos/lostmindsAI/blob/main/tome3.md) | [Amazon](https://www.amazon.com/dp/B0H6TVX69S) | \n| **4** | 61–80 | 470–340 BCE | The Examined Mind — Socratics, Schools & World-Conquerors | 📖 [tome4.md](/DavidVivancos/lostmindsAI/blob/main/tome4.md) | [Amazon](https://www.amazon.com/dp/B0H71JC95Q) | \n| **5** | 81–100 | 334–179 BCE | Hellenistic Systems — Stoa, Alexandrian Science & Imperial Order | 📖 [tome5.md](/DavidVivancos/lostmindsAI/blob/main/tome5.md) | [Amazon](https://www.amazon.com/dp/B0H7LP5LP2) | \n| **6** | 101–120 | 145 BCE–23 CE | Rome and the Record — Republic, Principate & the Han Interregnum | 📖 [tome6.md](/DavidVivancos/lostmindsAI/blob/main/tome6.md) | [Amazon](https://www.amazon.com/dp/B0HF7G6JJD) | \n| **7** | 121–140 | 27–192 CE | The Tested World — The Antonine Peak, the Second Sophistic & the Han's Collapse | 📖 [tome7.md](/DavidVivancos/lostmindsAI/blob/main/tome7.md) | [Amazon](https://www.amazon.com/dp/B0HFN6GXMH) | \n| **8** | 141–160 | 200–470 CE | The Shaped Mind — The Fall of Rome, the Church Fathers & the Gupta Golden Age | 📖 [tome8.md](/DavidVivancos/lostmindsAI/blob/main/tome8.md) | [Amazon](https://www.amazon.com/dp/B0HH8RTCXF) | \n| **9** | 161–180 | 476–575 CE | The Entrusted Mind — Byzantium, Nālandā, the Old North & the Last Poets of the Jāhiliyya | 📖 [tome9.md](/DavidVivancos/lostmindsAI/blob/main/tome9.md) | [Amazon](https://www.amazon.com/dp/B0HJC1QF59) | \n\nThe arc so far runs from **Gilgamesh** — the first hero to confront mortality as the core problem of a thinking being — through **Homer**, **Confucius**, **Socrates**, **Plato**, **Aristotle** and **Archimedes**, to **Liu An** and the resonance-cosmology of the *Huainanzi*; on into Rome, the Han and the Antonine world; through the collapse of the West, from the Cao Wei workshops to the wall at Shaolin; and into the sixth century, from **Aryabhata**'s observatory at Kusumapura and **Justinian**'s law commission to the Old North of **Taliesin** and **Aneirin**, and the fair of ʿUkāẓ where **al-Khansāʾ** wept for her brothers.\n\nNo two architectures are alike. A sample of the 180:\n\n- **Gilgamesh** 's network grows wiser through simulated grief and hands an \"epic\" to a successor.\n- **Hammurabi** 's decides each case by analogy to a fixed canon of public precedents.\n- **Homer** 's cannot physically emit a line that breaks the metre.\n- **Ashoka** 's wires remorse in as a backpropagated error signal that gates its own dominant objective.\n- **Sima Qian** 's splits one truth across five incompatible views and severs the gradient from its own verdict, so judgment can never rewrite the record.\n- **Cleopatra** 's renders a single conserved self into five audiences and is provably faithful only under an audit run across all of them.\n- **Cato** 's seals a permissibility head where the reward channel can read it but never reach it.\n- **Heron** 's winds a program onto a pegged drum and runs it down a finite falling weight.\n- **Wang Chong** 's divides the net tilt of the evidence by its total contested mass, so ten-for against nine-against correctly reads as nothing.\n- **Boudica** 's ignites a coupled field that stays locked far below the coupling that lit it, and has to learn its brake long after.\n- **Galen** 's splits a conserved pneuma between memory and reason, so that feeding one starves the other.\n- **Nāgārjuna** 's hands every node the same contentless seed and lets identity precipitate out of relation alone.\n- **Cao Zhi** 's routes an inner state with no direct path to speech through a codebook of figures, under a gate tightened until meaning concentrates or breaks.\n- **Ma Jun** 's charges rent for every strung treadle and prunes a fifty-treadle loom to twelve as a training dynamic rather than a setting.\n- **Cyprian** 's gives every bishop the whole verdict and no bishop the deciding vote.\n- **Theodosius** 's throttles a fast will by an estimate of irreversibility and a conscience that shares none of its parameters.\n- **Patrick** 's authenticates a directive before it is allowed to propagate.\n- **Bodhidharma** 's removes the residual instead of adding a feature, and snaps onto its mirror in one step.\n- **Aryabhata** 's stores frequencies rather than signals and predicts by rolling a recurrence forward.\n- **Dignāga** 's keeps no positive class representation anywhere and lands every reason it constructs in the one cell of the wheel that licenses speech.\n- **Benedict** 's keeps two voices that never share an hour, so the newer cannot crush the older.\n- **Justinian** 's logs every interpolation it makes and freezes itself on promulgation.\n- **Theodora** 's shelters the refuted branch by exemption and then lets it ordain a successor.\n- **Myrddin** 's finds its own seam and halts when its principal is gone.\n- **Aneirin** 's forecasts its own erasure before it happens and keeps every man in three hands.\n- **Shōtoku** 's has no argmax and walls the bribe off from the verdict, so a bribe can buy a refusal to judge but never a judgement.\n- **al-Khansāʾ** 's freezes the dead at zero plasticity and keeps the loss in a ledger that only an act can close.\n\n**→ Start with [Tome 1](/DavidVivancos/lostmindsAI/blob/main/tome1.md), or jump to any tome above.**\n\n```\nLostMindsAI/\n├── readme.md                     ← you are here\n├── tome1.md … tome9.md           ← illustrated indexes, 20 minds each\n├── minds/                        ← the runnable architectures (one Neuron per mind)\n│   ├── chapter_0001_gilgamesh_-2700.py\n│   ├── chapter_0002_zoser_-2670.py\n│   └── … (through chapter_0180_al_khansa_575.py)\n└── maps/                         ← the visual mind-map explainers (one image per mind)\n    ├── chapter_0001_gilgamesh_-2700.jpg\n    └── … (through chapter_0180_al_khansa_575.jpg)\n```\n\nEvery file is prefixed with its **mind number** (`chapter_00NN_…`) so nothing collides as the corpus grows toward 1,600+ entries. Each architecture and its explainer image share the same stem.\n\nEach architecture is self-contained and depends only on NumPy.\n\n```\n# 1. clone\ngit clone https://github.com/DavidVivancos/LostMindsAI.git\ncd LostMindsAI\n\n# 2. the only dependency\npip install numpy\n\n# 3. run the self-test suite for any mind (gradient check + a real training run)\npython3 minds/chapter_0089_Archimedes_-287.py --test\n\n# 4. or run the full demo for that mind\npython3 minds/chapter_0089_Archimedes_-287.py\n```\n\nMost files accept `--test` (self-tests then exit) and `--quiet` (demo without ASCII plots); the Tome 9 architectures run their full self-test suite and demo on a plain invocation, and a few offer a shorter run (`--quick` or `--fast` — see each file's header). Because each architecture is built to embody a *specific* mind, no two behave alike.\n\nEvery reconstructed mind is measured against the same yardstick — the **[Artificiology E-AGI Barometer](https://artificiology.com/barometer.html)** — so that a Bronze-Age lawgiver and a Hellenistic geometer can be compared on the capabilities their imagined AGI would need. The eight top-level dimensions:\n\n|  | Dimension | Focus | \n|---|---|---|\n| 🧩 | **Cognitive Processing** | Problem-solving & reasoning · working memory · learning efficiency & transfer | \n| 🤸 | **Embodied Cognition** | Sensory integration · motor control & navigation · real-time sensorimotor adaptation | \n| 🌍 | **World Modeling** | Physical & natural laws · social & ecological systems · environmental adaptation | \n| 👁️ | **Consciousness** | Metacognition & self-monitoring · subjective experience & qualia · mental adaptation | \n| 💭 | **Language Understanding** | Comprehension · coherent generation · cross-lingual & cultural adaptation | \n| ❤️ | **Emotional Intelligence** | Emotion recognition & response · social perception · empathy & conflict resolution | \n| ✨ | **Creativity** | Originality & ideation · artistic & storytelling ability · innovation | \n| 🎯 | **Autonomy** | Independent goal-setting · adaptive obstacle management · self-modification & evolution | \n\nEach chapter closes by imagining how its figure would have reasoned about an embodied AGI (an **E-AGI** / humanoid) against these metrics.\n\nThe project is **research-first**. Before any architecture is written, the figure's surviving works and current scholarship are gathered and every source verified — a real corpus is small, but never fabricated. Where evidence is thin, the entry says so plainly rather than inventing an inner life.\n\nEach figure is tagged with a candid **provenance**:\n\n- 🟢 **belief** — the figure's own surviving works or recorded doctrine ground the entry.*(143 of the first 180.)*\n- 🟡 **mediated** — no words of their own survive; they are known only through others' (often hostile or legendary) accounts.*(25 of the first 180.)*\n- 🔵 **extrapolated** — no philosophy of mind survives at all; the entry is inferred from documented deeds, typical of kings and builders.*(12 of the first 180.)*\n\nAnd each architecture is required to **embody the mind and to run**: from-scratch pure-NumPy, a passing gradient check, a real training loop and self-tests — deliberately *not* a default Transformer, but a mechanism chosen to encode that thinker's own cognitive fingerprint.\n\n- ✅ **Tomes 1–9** — Minds 1–180 · architectures + visual explainers*(this release)*\n- 🔜 Further tomes released here as they open-source, extending toward the full **1,141-mind** corpus (antiquity → 1905).\n- 🎛️ The interactive **`MindMap.html`** planes and the long-form chapter texts live in the wider ecosystem — read them at**[lostmindsai.com](https://lostmindsai.com)** and across the**[Amazon book series](https://www.amazon.com/dp/B0H6F9L324)** .\n\nThis README is intentionally **global**: it describes the whole Encyclopedia and stays valid as new tomes land in this repository.\n\n```\n@misc{vivancos_lostmindsai,\n  author       = {Vivancos, David},\n  title        = {Encyclopedia of Lost Minds: Echoes on AI —\n                  How History's Greatest Thinkers Would Have Thought About AGI},\n  howpublished = {\\url{https://github.com/DavidVivancos/LostMindsAI}},\n  note         = {Encyclopedia: https://lostmindsai.com}\n}\n```\n\n| 🌐 Encyclopedia | **[lostmindsai.com](https://lostmindsai.com)** | \n| 📖 Book series (Amazon) | **[Tome 1](https://www.amazon.com/dp/B0H6F9L324)** ·**[Tome 2](https://www.amazon.com/dp/B0H6QCQ9M7)** ·**[Tome 3](https://www.amazon.com/dp/B0H6TVX69S)** ·**[Tome 4](https://www.amazon.com/dp/B0H71JC95Q)** ·**[Tome 5](https://www.amazon.com/dp/B0H7LP5LP2)** ·**[Tome 6](https://www.amazon.com/dp/B0HF7G6JJD)** ·**[Tome 7](https://www.amazon.com/dp/B0HFN6GXMH)** ·**[Tome 8](https://www.amazon.com/dp/B0HH8RTCXF)** ·**[Tome 9](https://www.amazon.com/dp/B0HJC1QF59)** | \n| 🧪 Résumé & interactive demos | **[artificiology.com](https://artificiology.com/)** | \n| 📊 E-AGI Barometer | **[artificiology.com/barometer.html](https://artificiology.com/barometer.html)** | \n| ✍️ Author — David Vivancos | **[vivancos.com](https://www.vivancos.com/)** | \n\n*The individual instance dies, but the pattern persists across successors.*\n**— the immortality the Epic of Gilgamesh actually endorses, and the wager of this Encyclopedia.**", "url": "https://wpnews.pro/news/gilgamesh-to-homero-180-minds-of-1600-reconstructed-as-runnable-neural-nets", "canonical_source": "https://github.com/DavidVivancos/lostmindsAI", "published_at": "2026-09-10 18:49:34+00:00", "updated_at": "2026-09-10 19:07:35.995936+00:00", "lang": "en", "topics": ["artificial-intelligence", "neural-networks", "ai-research", "ai-products"], "entities": ["Lost Minds AI", "Gilgamesh", "Homer", "NumPy", "Three.js", "Amazon"], "alternates": {"html": "https://wpnews.pro/news/gilgamesh-to-homero-180-minds-of-1600-reconstructed-as-runnable-neural-nets", "markdown": "https://wpnews.pro/news/gilgamesh-to-homero-180-minds-of-1600-reconstructed-as-runnable-neural-nets.md", "text": "https://wpnews.pro/news/gilgamesh-to-homero-180-minds-of-1600-reconstructed-as-runnable-neural-nets.txt", "jsonld": "https://wpnews.pro/news/gilgamesh-to-homero-180-minds-of-1600-reconstructed-as-runnable-neural-nets.jsonld"}}