Meltem Demirors

Meltem Demirors

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thermodynamics enjoyer @CrucibleCap

Native Non‑linguistic Representations Will Dominate AI‑driven Finance
SocialMay 11, 2026

Native Non‑linguistic Representations Will Dominate AI‑driven Finance

what i've been writing about the last two weeks, would love some input context: language emerged as a compression format optimized for human to human communication. when humans had to code computers, we forced reality through that same bottleneck —...

By Meltem Demirors
New Marketplace Simplifies Plastic Procurement and Trading
SocialMay 8, 2026

New Marketplace Simplifies Plastic Procurement and Trading

if anyone owns a plastics factory, pls DM so i can connect you to Bailey he traded millions of tons of plastics and is now building a marketplace to make procurement, trading, credit and freight less painful by moving the...

By Meltem Demirors
Seeking VC Experience with OTC Swaption Trading
SocialMay 6, 2026

Seeking VC Experience with OTC Swaption Trading

question: can anyone name a VC that has priced and traded OTC swaptions for a portfolio company?

By Meltem Demirors
Token Economics Will Crown Data Center Winners
SocialMay 4, 2026

Token Economics Will Crown Data Center Winners

the winners and losers of the 10T data center buildout will be defined by their token economics we’ve spent the last two years investing in the optimization and orchestration that sits between the bare metal and token consumer and now, running...

By Meltem Demirors
New Wave of Startups Build AI-Powered Prediction Market Risk Tools
SocialMay 2, 2026

New Wave of Startups Build AI-Powered Prediction Market Risk Tools

dozens of new companies forming to create more expressive risk management tools via some form of prediction markets coupled with predictive simulation very long on risk management automation via AI + crypto capital markets compute markets are included in this

By Meltem Demirors
Earn 25% of GPU Yield
SocialMay 1, 2026

Earn 25% of GPU Yield

anyone with a wallet can now earn a piece of Crucible’s interest payments on the GPUs we financed so cool - every dollar of yield, we’re 25 cents-ish 😂😂😂

By Meltem Demirors
Net Backyard Introduces Cost‑Based Token Pricing Layer
SocialApr 29, 2026

Net Backyard Introduces Cost‑Based Token Pricing Layer

just visited the new @netbackyard office and 🥹🥹🥹 if you haven’t read it yet, they’re building a financial layer (accounting, billing, payments) to price tokens based on infrastructure cost, model efficiency, and execution conditions 👇 https://t.co/vEEcSgiCux

By Meltem Demirors
Nirvana Cuts Compute Costs 30% With Zero Egress
SocialApr 23, 2026

Nirvana Cuts Compute Costs 30% With Zero Egress

FYI - if you're running @PostgreSQL, @ClickHouseDB, @elastic, vector databases, or trading systems - Nirvana can serve you compute for 30% less with *zero* egress cost the detailed accounting linked in the post below if egress costs are eating up your...

By Meltem Demirors
Seeking Decision‑Makers for Next‑Gen DC Hardware Co‑Design
SocialApr 23, 2026

Seeking Decision‑Makers for Next‑Gen DC Hardware Co‑Design

who is the best person to talk to about hardware - model co-design for new DC architectures that lean more heavily towards CPU, TPU, LPU, ASIC etc for longer context windows? who plans and dictates design + financing for a...

By Meltem Demirors
Nvidia's 800V DC Shift Redefines Data Center Power
SocialApr 22, 2026

Nvidia's 800V DC Shift Redefines Data Center Power

everything you need to know about racks, power, cooling, and Nvidia's shift to 800 volt direct current - kelly and i spent months writing a 30 page report, complete with investment ideas - published it a few months ago. our...

By Meltem Demirors
Crypto VC Slowdown Reflects Limited Founder and Idea Pool
SocialApr 20, 2026

Crypto VC Slowdown Reflects Limited Founder and Idea Pool

controversial take: crypto VC take on fewer funds deploying is downstream of there being ENOUGH good founders and ideas to back. the quality of early stage founders and ideas in crypto, taken in aggregate, is simply not as large of...

By Meltem Demirors
Celebrating Milestones: Early‑Stage Investing’s Thrilling Journey
SocialApr 16, 2026

Celebrating Milestones: Early‑Stage Investing’s Thrilling Journey

early stage investing is a rollercoaster important to celebrate milestones with founders and teams, it’s such an incredible feeling when things fall into place crucible portfolio is growing up 🥹 https://t.co/38zqyk2vCa

By Meltem Demirors
Matium Seeds Efficiency in Trillion‑dollar US Plastics Market
SocialApr 15, 2026

Matium Seeds Efficiency in Trillion‑dollar US Plastics Market

the U.S. plastics market moves a trillion dollars a year on phone calls and spreadsheets. excited to lead Matium's seed round to bring structure, financing, managed logistics, and quality guarantees to this market. ~10% of the industry is already using...

By Meltem Demirors
Crucible Backs Three College Trading Teams to Launch Startups
SocialApr 14, 2026

Crucible Backs Three College Trading Teams to Launch Startups

random fact - Crucible has backed 3 co-founding teams that bonded over trading in college - @kaledora + @contrarianmarco, Harvard -> @OstiumLabs - @bavaria_kush + @wayne_nelmz, MIT -> @OrnnExchange - @harshavramesh + @cdeshpande17, Vanderbilt -> @PillarHQ LOVE OF THE GAME

By Meltem Demirors