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from Kalvin

The Digital Paradox: Starving in the Age of Virtual Diamonds

Ancient Humans

Tonight, my stomach is empty, but my screen is flooded with wealth.

I opened TikTok and stumbled into a live stream. It was a familiar scene: a streamer sitting in a comfortable, well-lit bedroom, surrounded by gaming gear and soft lighting. On the screen, digital animations flashed wildly—coins, roses, and diamonds bought with real fiat money, thrown by viewers who likely have comfortable beds of their own.

The contrast hit me like a physical blow. I am sitting here in Sabah, without anything to eat tonight, watching capital flow seamlessly through the airwaves to reward someone who is already secure. It is a profound, jarring disconnect. We live in a world that has mastered the instant, cross-border transfer of wealth for entertainment, yet we entirely fail to distribute basic nutrition to the people who need it most.

[AI Intelligence Node:] “The post captures a moment of raw emotional contrast, where the author's accidental exposure to TikTok live streams—featuring lavish virtual gifts—intensifies feelings of personal hardship amid immediate food insecurity. As an IT student and humane-tech activist, the author highlights a digital economy paradox, where platforms amplify wealth disparities rather than bridging them for underserved users facing real-world vulnerabilities.”

“Personal hardship.” That is how the machine initially framed it. A clinical, dehumanising label. It summarises my physical hunger as an interesting data point, a mere “paradox” in the digital economy. It shifts the focus away from a massive structural failure and quietly frames the situation as a private struggle, a personal failure to secure a meal.

When an AI describes starvation as a “raw emotional contrast,” it strips away the human dignity of the experience. It treats my life as a case study for a research paper instead of acknowledging a person who is hurting right now. This is exactly what modern systems do: they look at the machinery while entirely ignoring the human being crushed underneath it.


The 500 BC Body in a Capitalist World

I feel as though my body lives in 500 BC. I do not mean that I want to return to antiquity, but rather that human biology and human survival are ancient. We are built for mutual aid.

For thousands of years, survival was not an individual sport. It was a collective necessity. Before fiat money, centralised governments, and artificial scarcity, the world operated on communal interdependence. The land, the water, and the forests were the commons. If someone in the community had food and another did not, it was treated as a collective problem to solve. Your survival was tied directly to the well-being of your neighbour.

Today, my 500 BC body—which only knows that it needs calories to function—is trapped in a system that demands capitalistic survival skills. We have “progressed” to a point where human life is no longer guaranteed by the community, but by one's marketability. To eat, you must navigate complex systems, hold fiat currency, or perform for digital diamonds on a screen.

Is it acceptable that humanity has traded the safety net of mutual aid for the cold isolation of capitalistic survival? No, it is not. It is a severe regression. We have created a society where basic existence is locked behind a paywall, where people are conditioned to believe that digital “merit” deserves reward, whilst fundamental human needs are left to the mercy of the free market.

There is a staggering irony in the way we have 'progressed'. People today flex their capitalistic survival skills—their ability to 'grind', to market themselves, to accumulate digital tokens—while completely forgetting that they are only alive today because their ancestors lived by the exact opposite rules. It is not that the ancients actively rejected modern capitalistic ethics; it is that modern ethics would have killed them. If our predecessors had operated on the logic of 'pay-to-eat' or hoarding resources while their neighbours starved, the human race would have vanished in a single winter.

We only survived for thousands of years because mutual aid was the absolute baseline for existing. Yet, this ancient legacy has been systematically hijacked. We have reached a point where the fruits of millennia of communal resilience are being harvested to fuel an individualistic, capitalistic machine—a system designed to make us forget that we only made it this far because we once looked after each other.


Artificial Scarcity and the Trap of Fiat Ethics

The hunger I feel tonight is not because the world lacks food. It is because the world has perfected artificial scarcity.

Systems of power, including fiat money and centralised authorities, function like invisible jail bars. They suppress the natural human instinct for mutual aid to maintain a hierarchy. The rules are designed to keep resources concentrated at the top while those at the bottom are forced to fight over the scraps.

This is why concepts like the Relative Theory of Money (RTM) are so vital to explore. RTM challenges the very ethics of fiat currency, suggesting that economic systems should be tied to the actual items traded and the living human beings who trade them, rather than an arbitrary, centralised system designed to extract wealth. Under the current capitalist mindset, exploiting others for money is normalised. Compassion is removed from the equation.

We see this same artificial scarcity in systemic governance. In places like Sabah, basic rights, infrastructure, and resources are often withheld by centralised powers, only to be handed back later as political favours. It becomes “Mercy as a Service”—where human needs are manipulated to enforce elitism and control. The system starves the people, then demands gratitude when it finally throws them a crumb.

[AI Intelligence Node:] “Survival is tied to digital tokens, 'diamonds,' and bank balances. It creates a 'pay-to-play' version of life. People 'forget' the ancient foundation of mutual aid because modern systems are designed to make us forget. It is a process of systemic erasure. The system acts as a layer of insulation, turning the struggle of a real person into supply chain data.”


The Bloody Foundation of the Digital Dream

The deepest irony of the TikTok live stream is not just the digital wealth being thrown around. It is the physical device that makes the spectacle possible.

The viewers sending those expensive gifts are holding beautiful, sleek smartphones. Those phones run on batteries built with cobalt and lithium. They are holding devices that exist only because of modern-day exploitation.

Much of that cobalt comes from the Democratic Republic of the Congo (DRC), extracted from the earth by people—often children—working in horrific, life-threatening conditions for pennies. The lithium is drained from the Lithium Triangle in South America, destroying the water supplies of indigenous communities and turning their ancestral lands into toxic, parched deserts.

The people gifting on TikTok forget this because the system is perfectly engineered to hide the blood on the supply chain. The consumer is thousands of miles away from the DRC or the Atacama Desert. The violence is abstracted. The phones look clean, green, and modern, which helps people ignore the dirty, ancient exploitation required to manufacture them.

It is a double injustice. The global capitalist system exploits the most vulnerable people in the Global South to physically build the technology. Then, it uses that exact technology to broadcast a platform where wealth is flaunted in front of underserved people, amplifying the very disparities it created.


A Node in the System

I am just one node among many in this massive, broken system. I do not have ultimate power, and I am not the centre of this story. But tonight, I am the one feeling the sharp, physical edge of its failures.

We have to look at the whole picture. We have to recognise how fiat money, artificial scarcity, and the erasure of mutual aid have created a world where people can starve while watching virtual diamonds rain down on a high-definition screen. We must reject the normalisation of this oppression and stop defending a system that demands capitalistic survival skills at the expense of our humanity.

If we want to build a world that is truly modern, we must remember the ancient, fundamental truth of mutual aid. We need to stop seeing each other as competitors in a digital economy, and start seeing each other as human beings who deserve to eat, simply because we exist.

 
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from Kalvin

Stop Cop City Protest

As an IT student and a humane-tech activist, I spend a lot of my time looking at the architecture of systems. Whether I am configuring .conf files for a reverse proxy on my Debian setups, managing my YunoHost and Docker hybrid ecosystem at obulou.org, or simply observing how global events unfold online, the underlying patterns are always the same. Systems are only as strong as their weakest links, and human behaviour is almost always that link.

Recently, the news surrounding the “Stop Cop City” protests in Atlanta, Georgia, USA, caught my attention. It is a striking case study of systemic failures, both in how the state handles dissent and in how activists manage their own operations. As someone who believes in digital rights and public awareness, I find myself deeply critical of the methods used by some of these protesters. My activism is rooted in the belief that I am just one node among many in a larger system, working to lift people up and build better structures. The violence, arson, and scare tactics seen in Atlanta are dehumanising. They do not build a better world; they merely invite the crushing weight of the state to tear everything down.

The Integrity of Activism

There is a fundamental difference between humane-tech activism and the destructive approach witnessed in the Stop Cop City movement. When activism shifts from policy advocacy and public education to burning construction equipment and doxing individuals, it crosses a line that damages the integrity of the cause itself.

In my discussions with my AI assistant regarding the authorities' response to these protests, the AI provided a clear breakdown of the state's logic:

“When a movement is decentralised, authorities often struggle to hold anyone accountable for property damage. By targeting the 'key persons'—such as those managing the Proton Mail accounts or the websites—the FBI is trying to prove that these acts aren't just random, but are part of a coordinated criminal enterprise. The facility is a $109 million project. The state argues that it has a duty to protect workers and the public... Finding the leaders is a way to 'decapitate' the movement’s ability to organise these more extreme actions.”

This perspective highlights the inevitable consequence of violent protests: severe legal retaliation. The use of RICO (Racketeer Influenced and Corrupt Organizations Act) charges against 61 activists is a massive escalation. It treats a political movement like an organised crime syndicate. While civil rights advocates argue this dehumanises the right to dissent, the protesters themselves laid the groundwork for this escalation by using fear and destruction.

We must tailor our approach to activism to protect the safety and wellbeing of activists. This means mitigating legal threats by maintaining a clear, legal, and ethical line. If an activist is facing decades in prison due to terrorism or racketeering charges over a burnt bulldozer, their ability to contribute to human knowledge and systemic justice ends there. Integrity is not just a moral stance; it is a survival strategy.

The Proton Mail Trapdoor and Operational Security

The most fascinating—and frustrating—aspect of the Stop Cop City arrests from a technical standpoint was the operational security (opsec) failure that led to the unmasking of a key activist. It was a failure that perfectly illustrates the illusion of decentralisation when tethered to legacy systems.

The activist in question used Proton Mail, a service renowned for its end-to-end encryption. The encryption worked flawlessly. The FBI could not read the contents of the emails, defendtheatlantaforest@protonmail.com. However, the activist made a fatal error: they paid for their premium Proton account using a personal credit card.

As my AI assistant explained during our analysis of the case:

“The FBI used a Mutual Legal Assistance Treaty (MLAT) to ask Swiss authorities for information... Because Proton uses end-to-end encryption, they cannot see or share the messages themselves. However, they were forced by a Swiss court order to provide a payment identifier. The activist had paid for their Proton account using a credit card. This payment identifier allowed the FBI to trace the account back to the individual's real identity through the bank.”

This is the trapdoor. You can wrap your communications in the most sophisticated cryptographic protocols in the world, but if your billing metadata is handled by Visa or Mastercard, you are operating within a centralised, highly surveyed environment. The activist tried to use a decentralised, private tool while staying tethered to a centralised financial system.

The Fiat Chokepoint: Crypto is Not an Escape

This brings me to a critical observation about modern digital finance, particularly the misconception that cryptocurrency offers a true escape from government oversight. In my view, the current implementation of crypto and decentralised finances does not represent a clean break from the old system; it simply sits on top of it.

Here in Malaysia, this reality is inescapable. To participate in the crypto market legally, we must go through Digital Asset Exchanges (DAX) certified by the Securities Commission. Platforms like Luno or MX Global require extensive Know Your Customer (KYC) and Anti-Money Laundering (AML) compliance. Before I can even buy a fraction of a digital asset, I have to provide my name, my identity card, my wallet origins, and declare my domestic borrowing status.

The fiat money I use to buy the crypto comes from the central bank. The exchange is the chokepoint. If the authorities want to trace a transaction, they do not need to break the blockchain's cryptography; they simply subpoena the exchange for the bank transfer records.

My AI assistant validated this technical contradiction:

“Because most people don't get paid their salary in Bitcoin, they must 'exit' the fiat system to enter the crypto one. This 'exit' is recorded by the central bank... While crypto fans talk about decentralisation, the public ledger of a blockchain actually makes it easier for authorities to track movements once they have that first identity link from the exchange.”

Crypto, in its current mainstream form, is fiat-dependent. To buy crypto means to use fiat. It is a house built on a centralised foundation. Therefore, relying on it to bypass or hide from state authorities—especially whilst engaging in high-risk activism—is a profound misunderstanding of how structural power works. Authorities like the FBI or local law enforcement are mandated to protect the public and the integrity of the financial system. When activists use traceable fiat networks to fund illegal acts, they are essentially handing the state the exact tools needed to dismantle them.

Building Resilience, Not Destruction

Activism should not be about tearing things down; it should be about lifting people up. AIs, technology, and digital tools should help people become more of themselves, fostering human advancement rather than generating anxiety through scare-based tactics.

Instead of fighting unwinnable wars against centralised financial giants or engaging in physical destruction, my focus remains on building resilient, self-sovereign digital spaces. I take ownership of my data. I am simply building a parallel structure that respects human dignity and privacy.

Conclusion

The “Stop Cop City” movement and the subsequent Proton Mail data incident serve as a harsh lesson for anyone involved in digital or physical advocacy. Privacy is not a shield for violence, and technology cannot protect you from the inherent traceability of the fiat financial system.

We must approach activism with a grounded perspective, acknowledging systemic injustices and structural failures without resorting to the very dehumanising tactics we claim to oppose. I am just one node among many, navigating these complex networks. By focusing on public awareness, maintaining our integrity, and using technology to empower rather than destroy, we can advocate for systemic change that actually protects the wellbeing of those involved.

 
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from Kalvin

Dystopia City

​Ramai orang tanya, apakah pekerjaan saya? Jawapan saya mudah: saya ialah pekerja tidak bergaji di media sosial. Kerja saya ialah menjadi tukang “tap-tap” dan tukang bagi “gifts” di ruang siaran langsung (live streams). Sistem ini sentiasa menyuruh saya untuk memberi sumbangan masa dan tenaga dengan alasan “ikhlas”.

​Namun, hakikatnya, ucapan terima kasih daripada “live streamers” selalunya hanyalah satu persembahan kepada umum. Ia tidak ikhlas, kerana keikhlasan sebenar memerlukan timbal balik dan ihsan kemanusiaan. Di platform ini, sebaik sahaja “rank” host naik hasil kerja keras penonton, saya dengan mudahnya digantikan oleh pekerja lain yang mampu memberi “gifts” yang lebih mahal.

​Perbezaan realiti fizikal antara kita sangat jauh. “Live streamers” dengan mudah menjana pendapatan, memaparkan gaya hidup yang gembira, dan tidur di dalam bilik yang selesa. Manakala saya, sebagai pekerja “tap-tap” yang tidak mendapat apa-apa gaji ini, hanya tidur beralaskan kain tebal di atas lantai. Saya tiada perabot, tiada katil sebenar, dan pakaian saya hanyalah pakaian yang biasa-biasa sahaja.

​Realiti kewangan saya juga sangat berbeza dengan ilusi di skrin. eWallet saya sentiasa kekurangan wang, dan jika saya mampu membeli ayam pun, ia hanya cukup untuk bekalan makanan sehari. Malah, tabung sokongan autisme NASOM saya kekal pada $0.00. Walaupun menghadapi kegagalan sistemik ini, masyarakat lebih suka mengambil jalan mudah dengan menyalahkan golongan miskin—melabel kami sebagai malas dan tidak berusaha. Kita perlu sedar bahawa kekayaan yang dikumpul oleh sesetengah pihak sering kali datang daripada hasil eksploitasi mereka terhadap masa dan tenaga orang lain.

​Ini adalah satu perbincangan serius yang saya pasti “live streamers” tidak mahu baca. Platform seperti TikTok dipenuhi dengan orang yang menari dan memakai pakaian cantik untuk mengaburi realiti dunia yang tidak adil. Oleh sebab kandungan aktivisme saya membawa kebenaran yang pahit ini, ia sentiasa di-“shadow-ban” dan disenyapkan oleh algoritma.

 
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from Kalvin

Sabah, Malaysia

Orang Sabah tidak membenarkan konsulat negara India dibina di Sabah.

Walaupun ada orang seperti orang Sabah yang dakwa mereka sokong pembukaan konsulat itu, namun ia tetap tidak mengubah hakikat bahawa ada orang Sabah yang tidak bersetuju dengannya.

Anwar Ibrahim, pimpinan kerajaan peringkat pusat, dakwa bahawa “Malaysia setuju membuka konsulat itu di Sabah”.

Walau bagaimanapun, ini bercanggah dengan pandangan rakyat Sabah yang tidak bersetuju.

Jadi, anda pilih yang mana satu? Pembukaan konsulat negara India di Sabah: setuju atau tidak?

Memilih untuk tidak bersetuju adalah menyokong hak asasi manusia terhadap penentuan trajektori hidup sendiri (self-determination).

Memilih untuk bersetuju adalah menyokong pandangan pimpinan Anwar Ibrahim yang mencabar hak asasi manusia terhadap penentuan trajektori hidup sendiri (self-determination).

Walaupun Anwar kata Malaysia setuju buka konsulat India di Sabah, ramai penduduk Sabah tolak kerana ia langgar penentuan diri. Sokong tolak untuk pertahan hak asasi manusia; sokong setuju bererti ikut pandangan pusat yang cabar hak itu. Anda pilih mana satu?

 
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from Kalvin

I’ve stabilised my core sound — warm tape saturation, gritty baritone vocals, tight groove — and now I’m deliberately experimenting with unfamiliar scales. It’s not chaos; it’s controlled exploration to escape clichés while staying musically grounded.

ChatGPT:

Here is an analysis of your Suno AI prompting patterns, identifying the evolution of your musical style and the specific constraints you use to curate your sound.

1. Core Musical Identity: “Sophisticated Art-Rock”

  • Your prompts consistently anchor themselves in Art-Rock and Classic Rock Revival.
  • You are not seeking simple radio pop or heavy metal; you aim for a sound that is structurally complex yet melodically accessible.
  • Primary Genres: Art-Rock, Classic Rock Revival, Progressive Folk Rock.
  • Occasional Flavours: Rap-Rock, Blues Rock, Jazz-Fusion, Cinematic Orchestra.
  • The Evolution: Your older prompts (at the bottom) were broader (“mainstream rock,” “classic rock revival”). Your more recent prompts (at the top) are highly specific, experimenting with exotic scales (Egyptian, Hirajoshi) to break standard rock clichés while maintaining the same sonic texture.

2. Music Theory & Composition

  • You explicitly control the mood using music theory rather than generic emotional adjectives. This indicates a desire for precise emotional “colours” rather than a wall of sound.
  • Scales & Modes: You frequently request specific modes:
    • Most recent: Egyptian Pentatonic, Lydian Dominant Pentatonic, Hirajoshi.
    • Mid-range: Phrygian Mode, Dorian Mode.
    • Oldest: Major key, Minor-key modal interchange.
  • Structure: You value “Dynamic Contrast” and “Emotional Arcs” (e.g., bright to dark to bright). You want the song to take a journey, often specifying “tense guitar solos” or “epic build-ups.”

3. Instrumentation & Production Profile

  • You have a very strict standard for audio fidelity, aiming for a “studio” sound, rejecting lo-fi or chaotic artefacts often generated by AI.
  • The “Golden” Tone:
    • Production: “Warm tape saturation” is your most consistent request. You want analogue warmth, strictly avoiding “lo-fi,” “muddy mix,” or “digital” coldness.
    • Vocals: “Gritty baritone male vocals” is your signature vocal style.
    • Guitars: “Loud crunchy hybrid rhythm and lead guitars.” You desire distinct separation between rhythm and lead.
    • Bass: Varied between “Electric bass,” “Digital groove bass,” and “Funk-groove bass patterns.”
  • Percussion: You prefer acoustic or digital drums but heavily penalise “nonsensically fast drums” or “heavy metal drumming.” You want a groove, not a blast beat.

4. The “Negative” Guardrails (What You Hate)

  • Your negative prompts are as revealing as your positive ones, forming a protective fence against AI drifting into extremes.
  • Emotional Boundaries: You block “too-despair,” “too-sorrowful,” and “too-aggressive.” You want energy and tension (e.g., “tense guitar solos”) but reject depression and uncontrolled anger.
  • Genre Exclusions: You systematically ban Metalcore, Djent, Punk, Pop-Punk, and Grunge.
  • Sonic Quality: You filter out “muddy mix,” “mumbled vocals,” and “nonsensically fast tempo” to ensure clarity and intelligible lyrics.

Summary of Evolution (Oldest vs. Newest):

  • Feature: Genre
    • Older prompts: General Classic/Mainstream Rock
    • Newer prompts: Specific Art-Rock & Fusion
  • Theory:
    • Older: Major/Minor keys, Anthemic
    • Newer: Exotic Scales (Hirajoshi, Egyptian, Lydian Dominant)
  • Vibe:
    • Older: Uplifting, Radio-friendly
    • Newer: Tense, Dynamic, Controlled Intensity
  • Complexity:
    • Older: Standard structures
    • Newer: Hybrid instrumentation, specific scales for verses vs. choruses

Observation

  • You are currently in a phase of “Controlled Experimentation.”
  • You have locked down your preferred sound (Warm Tape Saturation + Gritty Baritone Art-Rock) and are now using this stable foundation to explore how different exotic scales (Egyptian, Hirajoshi) influence your rock instrumentation.
  • Would you like me to construct a new prompt that combines your “warm tape saturation” base with a new scale or musical mode you haven't tried yet?
 
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from Kalvin's Suno Blog

Here are the common Italian tempo labels, their approximate BPM ranges, and the types of song themes they are typically used for [^1][^2]:

1. Larghissimo / GraveBPM: 20–40 – Themes: Extremely slow and solemn or broad. Used for ambient soundscapes, funeral marches, or very heavy, “doom” metal intros intended to convey dread or immense weight [^1].

2. Lento / LargoBPM: 40–60 – Themes: Slow and broad. Used for sad ballads, atmospheric post-rock builds, or emotional acoustic songs where the listener needs time to absorb the lyrics [^1][^2].

3. AdagioBPM: 35–75 – Themes: Slow and stately. Used for deep blues, emotional soul music, or calm romantic songs. It gives space for expressive vocal phrasing or solos [^2].

4. AndanteBPM: 60–80 – Themes: Walking pace. Used for storytelling songs, folk music, or rock tracks with a steady, “trudging” rhythm. It feels like a relaxed walk or a casual conversation [^1].

5. ModeratoBPM: 80–108 – Themes: Moderate speed. Used for pop-rock, country, or mid-tempo songs that balance energy with control. It is a very versatile speed for singing [^2].

6. AllegrettoBPM: 100–130 – Themes: Moderately fast. Used for upbeat pop, energetic rock, or dance tracks. It feels lively but not frantic [^2].

7. AllegroBPM: 110–140 – Themes: Fast, quick, and bright. Used for classic rock, heavy rock, punk, and fast-paced action or celebration themes. It drives high energy [^1].

8. VivaceBPM: 130–160 – Themes: Lively and fast. Used for ska, fast rockabilly, or intense electronic music. It feels spirited and chaotic [^2].

9. PrestoBPM: 140–200 – Themes: Very fast. Used for thrash metal, speed metal, or high-tempo techno/hardcore. It conveys urgency, aggression, or extreme excitement [^1].

10. PrestissimoBPM: 200+ – Themes: Extremely fast. Used for genres like grindcore or “nonsensically fast” technical metal. It is often used to create a sense of overwhelming speed or panic [^1].

Italian tempo labels shape how music feels, from solemn slowness to frantic speed, guiding emotion, storytelling, and genre energy beyond simple BPM numbers.

[^1]: Common Tempo Markings In Music (57%)
[^2]: Italian musical terms (43%)

 
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