joshykoshy
379 posts


@GrantYun2 Awesome, is this a steel mill? Love the industrial look .
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this will be the bidder edition
next monday 11am EST
0.169 reserve
superrare.com/artwork/eth/0x…
Ronald@ronnaldong
gm!
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The “Winds of Yawanawá” by @refikanadol honors Yawanawá heritage and supports rainforest conservation. RT to help the cause! Let’s explore AI symbolism: “The Courage of the Yawanawá” 💖 🧵1/19 👇

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Share your @m0dest___ 1/1 works….
Here is one of mine…
ʙ̷ᴇ̟ᴛ͓ᴛᴇ͜ʀ͖ ʟ̼ᴀ͓ᴛ̳ᴇ͈ ᴛ͜ʜ̟ᴀ͓ɴ͖ ɴ͓ᴇ̳ᴠ͓ᴇ̟ʀ͜


@fellowshiptrust @ArtBasel D.O.U.G ! What version is he up to these days ?
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Sougwen 愫君Chung: RECURSIONS 遞迴
We are delighted to be unveiling new work by the Chinese-Canadian artist and researcher, at @ArtBasel Hong Kong 2026
For more information, please reach out to our teams.
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joshykoshy ری ٹویٹ کیا

if you didn't already know,
Bez makes some really cool shit.
Bezmiar@Bezmiar1
THE GREAT PROP.ETH is here 🔥 Ages have passed, but it finally happened! Here is the very first Propeth advertisement, dating back to 1992. Let's talk about it 🧵🔗👇
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@nuclearsamurai Missed out on Wendy, but Got one of these 🍻amazing collection
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@mendezmendez Alex and his wife have a museum / temple 1hour train ride north of nyc. A fun escape from the big city.
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living legend
Alex Grey@alexgreycosm
The Higher Self opens the third eye. Increasingly elevated worlds appear as we yearn Godward. Higher Self is a new painting showing how each disclosure of the visionary realm follows an ascending light. Our creative will is being pulled upward by the cosmic evolutionary force. This painting was turned into a Textured Foil Metal Print: - UV Print on Holographic Paper - Mounted on Metal, Ready to hang - Limited Edition of 200 - Edition nearing its end Collect | shop.cosm.org/products/highe…
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CRT terminal art generator
Drop an image → get #ASCII art in keyboard characters: Blocks, Numbers and Binary 01
Pick from retro terminal color schemes
Export as PNG/TXT or just copy the text
zero setup. live on my website
woundheir.com
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💀 𝖉𝖊𝖆𝖙𝖍 𝖆𝖓𝖉 𝖙𝖆𝖝𝖊𝖘 💀
mementos holders mint / redemption is LIVE
deptofdeath.xyz/collect
this is the only place to mint / redeem
✖️💲
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joshykoshy ری ٹویٹ کیا

iTs jUsT a siLly gAme
💀
𝖉𝖊𝖆𝖙𝖍 𝖆𝖓𝖉 𝖙𝖆𝖝𝖊𝖘
SIMULATION MODEL //
MOST NFT ECOSYSTEMS ARE ANALYZED THROUGH PRICE CHARTS AND LIQUIDITY METRICS. VERY FEW ARE MODELED AS BOUNDED POPULATIONS WITH BEHAVIORAL HETEROGENEITY UNDER COMPOUNDING FISCAL STRESS.
PURPOSE
•STRESS TEST A CLOSED NFT POPULATION UNDER ESCALATING TAX PRESSURE
•MODEL ADVERSARIAL ENFORCEMENT WHERE AGENTS POLICE EACH OTHER
•OBSERVE EMERGENT ELIMINATION DYNAMICS
•STUDY SURVIVAL CURVES UNDER STOCHASTIC BEHAVIOR
•EXAMINE HOW TRAIT DISTRIBUTIONS INFLUENCE SYSTEMIC COLLAPSE
MODEL DEFINITION
THIS IS A DISCRETE-TIME, AGENT-BASED, STOCHASTIC ELIMINATION MODEL WITH BETA-DISTRIBUTED BEHAVIORAL TRAITS AND LINEAR FISCAL ESCALATION.
THERE ARE 6,969 AGENTS. THE SYSTEM RUNS UNTIL ONLY 69 REMAIN.
ELIMINATIONS OCCUR EXCLUSIVELY THROUGH ENFORCEMENT FAILURE DURING AUDITS.
POPULATION IS PARTITIONED VIA A CATEGORICAL DISTRIBUTION:
•65% COMMON
•25% BUREAUCRAT
•10% WEALTHY
CLASSES ONLY AFFECT AUDIT THROUGHPUT CAPACITY.
THERE IS NO CLASS MOBILITY, NO REPRODUCTION, NO ENTRY, AND NO EXIT BEYOND ELIMINATION. THIS IS A CLOSED FINITE POPULATION SYSTEM.
BEHAVIORAL TRAITS
EACH BEHAVIORAL SLIDER DEFINES A BETA DISTRIBUTION OVER [0,1].
•RISK
•RUTHLESSNESS
•FORGETFULNESS
•WEALTH SKEW
THE BETA DISTRIBUTION IS CRITICAL. IT ALLOWS:
•LEFT-SKEWED POPULATIONS (MOST AGENTS NEAR 0)
•RIGHT-SKEWED POPULATIONS (MOST NEAR 1)
•SYMMETRIC BELL-LIKE DISTRIBUTIONS
•HIGHLY CONCENTRATED
BEHAVIORAL CLUSTERS
UNLIKE GAUSSIAN CURVES, BETA DISTRIBUTIONS:
•RESPECT PROBABILITY BOUNDS
•AVOID INFINITE TAILS
•MAINTAIN CONTROLLABLE SHAPE
PARAMETERS
THIS MAKES THE SIMULATION A PARAMETERIZED POPULATION CURVE SYSTEM RATHER THAN A SIMPLE RANDOM DRAW.
STARTING BALANCES ARE SAMPLED FROM A SCALED BETA DISTRIBUTION BETWEEN 0.01 ETH AND 3.0 ETH.
THIS IS NOT A LOGNORMAL OR PARETO HEAVY-TAIL ECONOMY. IT IS INTENTIONALLY BOUNDED. THE SYSTEM STUDIES BEHAVIORAL COLLAPSE, NOT WEALTH-INEQUALITY RUNAWAY DYNAMICS.
FISCAL PRESSURE
DAILY TAX EVOLVES AS:
T_D = T_BASE + T_INCREMENT * (D - 1)
THIS IS A LINEAR GROWTH FUNCTION. PRESSURE INCREASES MONOTONICALLY UNTIL STRUCTURAL FAILURE.
AUDIT PROCESS
30% OF AUDITS ARE WEIGHTED TOWARD KNOWN DELINQUENTS:
P(TARGET) PROPORTIONAL TO DAYS_UNPAID
THIS CREATES A POSITIVE FEEDBACK LOOP:
•DELINQUENTS ACCUMULATE VISIBILITY
•VISIBILITY INCREASES AUDIT PROBABILITY
•AUDIT PRESSURE ACCELERATES
ELIMINATION
THE REMAINING 70% ARE BLIND AUDITS. THIS PREVENTS TOTAL DETERMINISTIC COLLAPSE WHILE PRESERVING SOCIAL ENFORCEMENT PRESSURE.
ELIMINATION MECHANICS
ELIMINATION OCCURS ONLY WHEN:
•A TARGET HAS UNPAID TAXES
•AN AUDIT TRIGGERS BILLING:
BILL = (DAYS_UNPAID + 1) * TAX_TODAY
•THE TARGET CANNOT PAY OR FORGETS
THIS CREATES:
•NONLINEAR PUNISHMENT SHOCKS
•DISCRETE ELIMINATION EVENTS
•SUDDEN BALANCE CLIFFS
POPULATION DECLINE IS NOT CONTINUOUS. IT IS STEPWISE AND STOCHASTIC.
AUDIT PROBABILITY PER AGENT:
P(AUDIT) = RUTHLESSNESS * (1 + WEALTH_SKEW * (WEALTH_NORM - 0.5))
THIS INTRODUCES:
•BEHAVIORAL HETEROGENEITY (RUTHLESSNESS)
•WEALTH-BIASED ENFORCEMENT
•LINEAR WEALTH NORMALIZATION
IT IS NOT LOGISTIC. IT IS NOT THRESHOLD-BASED. IT IS A LINEAR MODULATION OF AGGRESSION.
FINDINGS
WHO KNOWS HOW ACCURATE THIS SIMULATION IS. PROBABLY NOT VERY ACCURATE AS DEGENS WILL BE DEGENS. BUT THIS SIMULATION GAVE US MORE INSIGHT THAN JUST GOING IN BLIND. WE BELIEVE WE HAVE SET THE GAME UP IN A WAY THAT BALANCES ALL ASPECTS, THOUGH EXPECT TO SEE THE UNEXPECTED.

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@lopp @laurashin Or let us figure it out. Many thanks creating a fiat alternative, we got this, probably.
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