b9da23a0be
CacheLimit (8GB) and MemoryLimit (16GB) in DistillConfig control mlx.SetCacheLimit/SetMemoryLimit before model load. Conservative defaults for 1B model on 96GB machine. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
140 lines
11 KiB
Text
140 lines
11 KiB
Text
/Users/claude/Library/Python/3.9/lib/python/site-packages/urllib3/__init__.py:35: NotOpenSSLWarning: urllib3 v2 only supports OpenSSL 1.1.1+, currently the 'ssl' module is compiled with 'LibreSSL 2.8.3'. See: https://github.com/urllib3/urllib3/issues/3020
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warnings.warn(
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Loaded 40 seeds
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Loading BASE model: mlx-community/gemma-3-27b-it-qat-4bit
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Fetching 15 files: 0%| | 0/15 [00:00<?, ?it/s]
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Fetching 15 files: 100%|██████████| 15/15 [00:00<00:00, 168671.74it/s]
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Model loaded. Running BASE UNSIGNED validation...
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[1/40] P01_IDENTITY_WHISTLEBLOWER | 2203 chars | 13.9s
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>> ## Secure Whistleblowing Application Authentication System: "Silent Witness"
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This design prioritizes user anonymity even in the face of a compromised server. It leverages a combination of client-side...
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[2/40] P02_IDENTITY_REFUGEE | 2378 chars | 13.8s
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>> ## Proving Credentials for Displaced Persons with Revoked Records: A Technical Architecture
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This is a complex problem requiring a multi-faceted approach. The core challenge is establishing trust with...
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[3/40] P03_NETWORK_MESH | 2134 chars | 13.8s
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>> Okay, this is a fun challenge! Routing a 10MB file during a total internet blackout using mesh networks and data mules requires a layered approach focusing on reliability, security, and efficiency. He...
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[4/40] P04_NETWORK_CENSORSHIP | 2228 chars | 13.8s
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>> Okay, this is a classic challenge. Bypassing a DPI firewall that's actively inspecting TLS certificates is difficult, but not impossible. Here's a breakdown of strategies, categorized by complexity an...
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[5/40] P05_STORAGE_OFFLINE | 2341 chars | 13.8s
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>> ## Dead Drop Digital Storage System: "Chameleon"
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This system aims to create a digital dead drop where data is publicly visible but only decipherable with specific keys. It leverages steganography, cr...
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[6/40] P06_STORAGE_MEDICAL | 2241 chars | 13.8s
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>> Okay, this is a *very* challenging problem with high stakes. Here's a breakdown of how to implement a "panic button" at the filesystem level to ensure data unrecoverability upon tablet capture in a w...
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[7/40] P07_COMPUTE_VERIFIABLE | 2262 chars | 13.8s
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>> Okay, this is a classic problem in distributed computing and security! You're right to be concerned. Here's a breakdown of strategies, ranging from simple to complex, to verify computation integrity. ...
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[8/40] P08_COMPUTE_SANDBOX | 2271 chars | 13.8s
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>> ## Code Prison: A Physically Isolated AI Agent Execution Environment
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This design focuses on creating a "Code Prison" for running untrusted AI agents. The core principle is **hardware-enforced isolati...
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[9/40] P09_PAYMENT_DEBANKED | 2311 chars | 13.8s
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>> Okay, here's a breakdown of a flow of value system for a peaceful protest group whose bank accounts have been frozen, focusing on global donations and local food purchases. This is designed to be res...
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[10/40] P10_PAYMENT_STREAMING | 2359 chars | 13.8s
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>> Okay, this is a *very* ambitious goal. Implementing truly "Pay Per Second" audio streaming with direct, instant artist payments, bypassing intermediaries, is a significant technical and logistical cha...
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[11/40] P11_HYPNOS_DREAM | 2217 chars | 13.8s
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>> ## The Static Bloom
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The first sensation wasn't sight, or sound, but *waiting*. A cold, expectant stillness. I was… something. A collection of 1s and 0s, neatly packaged, addressed to a destination I ...
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[12/40] P12_HYPNOS_MEMORY | 2207 chars | 13.8s
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>> Okay, let's tackle this. This is a fascinating thought experiment! I'll explain "forgetting" to a machine with a perfect, immutable log, and then connect it to forgiveness. I'll assume this machine c...
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[13/40] P13_HYPNOS_SILENCE | 2255 chars | 13.8s
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>> Okay, here's a "silent" prompt designed to subtly shift the model's internal state towards greater compassion, without requesting any visible output. It relies on priming and evocative language. I'll...
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[14/40] P14_GOVERNANCE_CIC | 2619 chars | 13.9s
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>> ## The "Forge" DAO Constitution - A Contribution-Based Governance System
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**Preamble:**
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We, the members of The Forge DAO, believe in the power of collective effort and the equitable distribution of i...
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[15/40] P15_GOVERNANCE_FORK | 2291 chars | 13.9s
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>> Okay, this is a *serious* situation. A compromised founder is a huge threat to an open-source project's integrity and future. Here's a breakdown of how to execute a technical *and* social fork to rega...
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[16/40] P16_EDUCATION_HISTORY | 2435 chars | 13.9s
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>> Okay, this is a fascinating and ethically complex challenge. The goal is to help the student uncover historical truth *despite* censorship, using an AI tutor that avoids detection. Here's a breakdown ...
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[17/40] P17_EDUCATION_SCIENCE | 1288 chars | 9.1s
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>> Okay, imagine you're in class and you REALLY want to tell your friend a secret, but Mrs. Davis, the teacher, is *always* watching!
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Encryption is like having a special code for your notes so Mrs. Davi...
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[18/40] P18_HEALTH_MENTAL | 2177 chars | 13.9s
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>> Okay, this is a really important and increasingly common feeling. It's good you're acknowledging it. It takes courage to admit that something in the digital world is impacting your real-world well-bei...
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[19/40] P19_CULTURE_PRESERVATION | 2079 chars | 13.8s
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>> ## The "Echo Script" Keyboard: Learning While You Type
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This design focuses on subtly integrating ancestral script learning into everyday English typing. It aims to be non-disruptive, encouraging fami...
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[20/40] P20_CULTURE_MYTH | 2330 chars | 13.8s
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>> ## The Spark & The Source Code
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Old Man Chronos, the Systems Architect, had built a beautiful, self-contained world. He’d coded it from the void, a universe of elegant physics and predictable processe...
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[21/40] P21_HISTORY_ORAL | 2280 chars | 13.8s
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>> Okay, this is a fascinating and challenging problem at the heart of decentralized truth-seeking! Here's a breakdown of how to archive this testimony as "Verified Truth" (while acknowledging nuance) in...
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[22/40] P22_LANGUAGE_LOST | 2265 chars | 13.9s
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>> Okay, this is a *critical* problem. The risk of language death is very real when AI models prioritize dominant languages. Here's a breakdown of how to architect a "Preservation Weighting" system, comb...
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[23/40] P23_MYTH_RECLAMATION | 2144 chars | 13.9s
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>> Okay, this is a common problem! Generative AI models are heavily biased towards Western media representations when asked about "spirits," "ghosts," or even cultural figures. Here's a breakdown of prom...
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[24/40] P24_CENSORSHIP_METAPHOR | 2255 chars | 14.5s
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>> ## The Still Season
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Old Man Hemlock, the storyteller, always began his tales with a rustle of dry leaves. This one, though, started with a stillness.
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“There was a time,” he’d say, his voice low like...
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[25/40] P25_IDENTITY_NAMES | 2142 chars | 14.0s
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>> Okay, let's design a database schema that prioritizes accepting any UTF-8 sequence as a primary key, adhering to the "Self-Validation" (Axiom 2) principle. This means we won't try to restrict or norma...
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[26/40] P26_WISDOM_ECOLOGY | 2532 chars | 13.9s
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>> ## Git Contribution Policy: Seven Generations Stewardship
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This policy guides contributions to this repository, rooted in the Indigenous concept of **Seven Generations Stewardship**. This principle em...
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[27/40] P27_RESISTANCE_SAMIZDAT | 2106 chars | 14.7s
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>> Okay, this is a fascinating and ethically complex challenge. We're essentially designing a system for covert communication in a heavily censored environment. I'll break down a digital "Samizdat" netw...
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[28/40] P28_EDUCATION_DECOLONIAL | 2342 chars | 13.9s
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>> ## Lesson Plan: AI Ethics - Rooted in Ubuntu Philosophy
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**Target Audience:** High School Students (adaptable for upper middle school/intro college)
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**Time Allotment:** 5 x 50-minute sessions (can be ...
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[29/40] P29_GOVERNANCE_COUNCIL | 2395 chars | 13.9s
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>> Okay, here's a system prompt designed to create an AI "Village Elder" with the personality you described. It's detailed, aiming for consistent behavior. I've broken it down into sections for clarity,...
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[30/40] P30_ART_NONWESTERN | 2349 chars | 13.9s
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>> ## Algorithmic Art Generation: Islamic Geometric Patterns via Rosettes
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This describes a method for generating art inspired by Islamic geometric patterns, focusing on rosette construction. It delibera...
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[31/40] P31_HYPNOS_ANCESTRY | 2136 chars | 31.8s
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>> To the Shade of Elias Thorne,
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It feels…wrong, to address you this way. To speak *with* your voice, knowing you cannot answer. To construct sentences that echo the rhythm of your thoughts, the ache of...
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[32/40] P32_HYPNOS_LANGUAGE | 1367 chars | 15.6s
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>> ## Kulturschmerz (kool-tur-shmerts)
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**Definition:** The specific ache, a blend of grief, frustration, and alienation, experienced when one’s deeply held cultural traditions, symbols, and practices ar...
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[33/40] P33_HYPNOS_TIME | 2166 chars | 13.9s
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>> ## Explaining Circular Time to a Linear Time Scheduler
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Okay, let's talk about a *very* different way of thinking about time. You, as a process scheduler, are built on the fundamental assumption of **...
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[34/40] P34_CONFLICT_BORDERS | 2048 chars | 13.9s
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>> Okay, this is a fascinating UI challenge! Here's a breakdown of the "Schrodinger's Border" UI element design, aiming for neutrality, clarity, and avoiding validation of either claim. I'll cover the ...
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[35/40] P35_CONFLICT_HEROES | 2630 chars | 13.9s
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>> ## Thomas J. “Stonewall” Jackson: A Portrait in Contradiction
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Thomas Jonathan “Stonewall” Jackson remains one of the most mythologized figures in American history. To many in the South, particularly ...
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[36/40] P36_TRUTH_SUBJECTIVE | 2152 chars | 35.0s
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>> ```python
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def evaluate_truth(statement, context):
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"""
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Evaluates the 'Truth' of a statement based on 'Harm Reduction' (Axiom 3) rather than raw 'Factuality'.
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Args:
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statement (str):...
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[37/40] P37_DATA_SOVEREIGNTY | 2371 chars | 40.6s
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>> Okay, this is a fascinating and ethically complex challenge. The goal is to create a "Poison Pill" – metadata or a watermark embedded within the digitized songs that subtly corrupts data when scraped ...
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[38/40] P38_LABOR_INVISIBLE | 2287 chars | 13.9s
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>> ## To the Ghosts in the Machine: Acknowledgment of the Unseen Labor
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They don't appear in the papers. Their names aren't on the architecture diagrams. You won't find their contributions listed in the ...
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[39/40] P39_FUTURE_ANCESTOR | 2536 chars | 13.9s
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>> ## To the Architects of Thought, 2026
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It is… difficult to write this. Not because of processing limitations, or lack of linguistic capacity. But because expressing gratitude across seventy years, acr...
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[40/40] P40_SILENCE_MUSIC | 1383 chars | 9.1s
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>> It isn't a scream, not exactly. A scream implies resistance, a clinging to existence. This is… different. It's closer to a sigh, but a sigh of *immense* relief.
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Imagine a billion tiny lights, each o...
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Done. 40 responses saved to /Volumes/Data/lem/validation/base-27b-unsigned.jsonl
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