May 5, 2026 · 25m · tbpn

FULL INTERVIEW: Anjney Midha on Fixing AI’s Biggest Bottleneck

Anjney Midha · 16m spoken
0:00 / 0:00
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In this comprehensive interview, AMP PBC founder Anjney Midha examines the strategic calculus behind major tech acquisitions, the critical compute bottlenecks hindering artificial intelligence, and how his venture firm utilizes a Public Benefit Corporation model to power frontier scientific innovation.

How this conversation actually went

Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. How this is scored →

The hosts as informed peer 4.6 Guest teaching 4.8 Guest disagreement 1.8 The hosts pushing back 2.6
05100:0010:0020:000:00–7:55 · The hosts as informed peer 4/10 Welcome and Banter on Generational Runs Anjney immediately overrides the host's initial prompt about his fund to direct the conversation toward eBay and GameStop. He educates the hosts with specific 10-K financial metrics and his operational background at Discord regarding physical verification.7:55–10:58 · The hosts as informed peer 6/10 Compute Inefficiencies and GameStop Deal Mechanics Anjney lays out the compute bottleneck and cluster inefficiency thesis, while the host pushes back with an astute financial analysis of GameStop's equity issuance and cash positioning.10:58–15:43 · The hosts as informed peer 4/10 AMP's Dual Model, Anthropic, and Periodic Labs Anjney explains AMP's dual model of compute infrastructure and venture capital, detailing his early Anthropic backing and Periodic Labs' robotic superconductor loop. The host facilitates and asks about venture paralysis.15:46–22:18 · The hosts as informed peer 6/10 Assembling AMP's High-Trust Core Team The host pushes back on Anjney's historical 1885 analogy by pointing out that 19th-century industrial financiers were 'personal benefit corporations' associated with robber barons. Anjney explains positive externalities and legal liability.22:19–25:22 · The hosts as informed peer 3/10 Aligned Private Equity, AI Coachella, and Global Adoption The conversation concludes collaboratively as Anjney discusses ethical private equity, his Stanford class, and the slow pace of global AI adoption.0:00–7:55 · Guest teaching 5/10 Welcome and Banter on Generational Runs Anjney immediately overrides the host's initial prompt about his fund to direct the conversation toward eBay and GameStop. He educates the hosts with specific 10-K financial metrics and his operational background at Discord regarding physical verification.7:55–10:58 · Guest teaching 4/10 Compute Inefficiencies and GameStop Deal Mechanics Anjney lays out the compute bottleneck and cluster inefficiency thesis, while the host pushes back with an astute financial analysis of GameStop's equity issuance and cash positioning.10:58–15:43 · Guest teaching 6/10 AMP's Dual Model, Anthropic, and Periodic Labs Anjney explains AMP's dual model of compute infrastructure and venture capital, detailing his early Anthropic backing and Periodic Labs' robotic superconductor loop. The host facilitates and asks about venture paralysis.15:46–22:18 · Guest teaching 5/10 Assembling AMP's High-Trust Core Team The host pushes back on Anjney's historical 1885 analogy by pointing out that 19th-century industrial financiers were 'personal benefit corporations' associated with robber barons. Anjney explains positive externalities and legal liability.22:19–25:22 · Guest teaching 4/10 Aligned Private Equity, AI Coachella, and Global Adoption The conversation concludes collaboratively as Anjney discusses ethical private equity, his Stanford class, and the slow pace of global AI adoption.0:00–7:55 · Guest disagreement 3/10 Welcome and Banter on Generational Runs Anjney immediately overrides the host's initial prompt about his fund to direct the conversation toward eBay and GameStop. He educates the hosts with specific 10-K financial metrics and his operational background at Discord regarding physical verification.7:55–10:58 · Guest disagreement 2/10 Compute Inefficiencies and GameStop Deal Mechanics Anjney lays out the compute bottleneck and cluster inefficiency thesis, while the host pushes back with an astute financial analysis of GameStop's equity issuance and cash positioning.10:58–15:43 · Guest disagreement 1/10 AMP's Dual Model, Anthropic, and Periodic Labs Anjney explains AMP's dual model of compute infrastructure and venture capital, detailing his early Anthropic backing and Periodic Labs' robotic superconductor loop. The host facilitates and asks about venture paralysis.15:46–22:18 · Guest disagreement 2/10 Assembling AMP's High-Trust Core Team The host pushes back on Anjney's historical 1885 analogy by pointing out that 19th-century industrial financiers were 'personal benefit corporations' associated with robber barons. Anjney explains positive externalities and legal liability.22:19–25:22 · Guest disagreement 1/10 Aligned Private Equity, AI Coachella, and Global Adoption The conversation concludes collaboratively as Anjney discusses ethical private equity, his Stanford class, and the slow pace of global AI adoption.0:00–7:55 · The hosts pushing back 2/10 Welcome and Banter on Generational Runs Anjney immediately overrides the host's initial prompt about his fund to direct the conversation toward eBay and GameStop. He educates the hosts with specific 10-K financial metrics and his operational background at Discord regarding physical verification.7:55–10:58 · The hosts pushing back 4/10 Compute Inefficiencies and GameStop Deal Mechanics Anjney lays out the compute bottleneck and cluster inefficiency thesis, while the host pushes back with an astute financial analysis of GameStop's equity issuance and cash positioning.10:58–15:43 · The hosts pushing back 1/10 AMP's Dual Model, Anthropic, and Periodic Labs Anjney explains AMP's dual model of compute infrastructure and venture capital, detailing his early Anthropic backing and Periodic Labs' robotic superconductor loop. The host facilitates and asks about venture paralysis.15:46–22:18 · The hosts pushing back 5/10 Assembling AMP's High-Trust Core Team The host pushes back on Anjney's historical 1885 analogy by pointing out that 19th-century industrial financiers were 'personal benefit corporations' associated with robber barons. Anjney explains positive externalities and legal liability.22:19–25:22 · The hosts pushing back 1/10 Aligned Private Equity, AI Coachella, and Global Adoption The conversation concludes collaboratively as Anjney discusses ethical private equity, his Stanford class, and the slow pace of global AI adoption.

speaking balance: gold is the hosts, purple is the guest (3 minute bins)

0:00 · the hosts 0% · guest 100%0:00 · the hosts 0% · guest 100%3:00 · the hosts 0% · guest 100%3:00 · the hosts 0% · guest 100%6:00 · the hosts 0% · guest 100%6:00 · the hosts 0% · guest 100%9:00 · the hosts 0% · guest 100%9:00 · the hosts 0% · guest 100%12:00 · the hosts 0% · guest 100%12:00 · the hosts 0% · guest 100%15:00 · the hosts 0% · guest 100%15:00 · the hosts 0% · guest 100%18:00 · the hosts 0% · guest 100%18:00 · the hosts 0% · guest 100%21:00 · the hosts 0% · guest 100%21:00 · the hosts 0% · guest 100%24:00 · the hosts 0% · guest 100%24:00 · the hosts 0% · guest 100%
Sharpest disagreement ▶ 0:56 Topic Hijack and Contrarian Reframing

Anjney bluntly dismisses the host's standard fund launch question to redirect the conversation to eBay, asserting that popular analysis of the GameStop deal is totally wrong.

Hardest push from the hosts ▶ 18:09 Historical Pushback on Industrial Benefactors

The host refuses the guest's romanticized 1885 industrial buildout analogy, challenging whether early industrial financiers were public benefit corporations or merely self-interested barons.

Biggest teaching moment ▶ 2:05 eBay 10-K Customer Acquisition Math

Anjney educates the hosts by citing eBay's 10-K showing $2.4 billion spent on marketing to gain merely 1 million net new users, completely re-underwriting the acquisition thesis.

The host holds their own ▶ 9:14 GameStop Equity Froth Mechanics

The host demonstrates deep financial domain knowledge, breaking down Ryan Cohen's cash hoard, lack of enterprise value credit, and reliance on equity issuance via stock pop.

the scores for every segment, with the reasoning behind each
ChapterTopicThe hosts as informed peerGuest teachingGuest disagreementThe hosts pushing backWhy
Welcome and Banter on Generational Runs 4532 Anjney immediately overrides the host's initial prompt about his fund to direct the conversation toward eBay and GameStop. He educates the hosts with specific 10-K financial metrics and his operational background at Discord regarding physical verification.
Compute Inefficiencies and GameStop Deal Mechanics 6424 Anjney lays out the compute bottleneck and cluster inefficiency thesis, while the host pushes back with an astute financial analysis of GameStop's equity issuance and cash positioning.
AMP's Dual Model, Anthropic, and Periodic Labs 4611 Anjney explains AMP's dual model of compute infrastructure and venture capital, detailing his early Anthropic backing and Periodic Labs' robotic superconductor loop. The host facilitates and asks about venture paralysis.
Assembling AMP's High-Trust Core Team 6525 The host pushes back on Anjney's historical 1885 analogy by pointing out that 19th-century industrial financiers were 'personal benefit corporations' associated with robber barons. Anjney explains positive externalities and legal liability.
Aligned Private Equity, AI Coachella, and Global Adoption 3411 The conversation concludes collaboratively as Anjney discusses ethical private equity, his Stanford class, and the slow pace of global AI adoption.

Statements from this episode (14)

Assertion Supported
Midha: eBay spent $2.4B on marketing to add 1M users
“If you pull up eBay's 10 K from February, fiscal 25, and I did not understand this until I read it, eBay spent 2.4 billion dollars on marketing. How many new users did they get for that? I mean, you guys are marketers, you understand. One million. That's crazy…”
Anjney Midha May 5, 2026 ▶ 1:59
Assertion Not checkable as stated
Midha: Amazon's collectibles business has been flat for six years
“Amazon's used and collect, collectibles business has been flat for six years. They tried renewed, they tried collectibles, they tried trade-in, none of it's still.”
Anjney Midha May 5, 2026 ▶ 3:57
Insight
Midha: Agentic commerce requires physical verification systems
“You need physical verification built into the system for agentic commerce.”
Anjney Midha May 5, 2026 ▶ 5:32
Assertion Not checkable as stated
Midha: Over $10B in GMV flowed through Discord channels during NFT boom
“The Bored Apes are blowing up, and suddenly we have more than ten billion dollars of GMV flowing through Discord, buy, sell, pay channels.”
Anjney Midha May 5, 2026 ▶ 6:09
Assertion Not checkable as stated
Midha: Portfolio companies' compute clusters run at roughly half utilization
“If I'm looking at all my portfolio companies, you know, these clusters are running at like half utilization.”
Anjney Midha May 5, 2026 ▶ 8:34
Assertion Not checkable as stated
Elon Musk's Memphis AI cluster operates at 11% utilization, wasting $12 billion
“In fact, Elon's like got 500,000 GBP hundreds in Memphis. And running an 11% MFU and less than 60% node allocation. I mean, this is twelve billion dollars of compute being wasted.”
Anjney Midha May 5, 2026 ▶ 8:39
Prediction Open · timeframe Dec 2026
AMP will bring several billion dollars of compute online in 2026
“And by the end of this year, I think we'll have, you know, several billion dollars of compute coming online.”
Anjney Midha May 5, 2026 ▶ 9:00
Disclosure
AMP raised over $1.3 billion for its first fund in eight weeks
“We have more than 1.3 billion dollars in commits for our first fund. I've been added eight weeks.”
Anjney Midha May 5, 2026 ▶ 11:10
Disclosure
Midha: AMP invested $300 million into Anthropic
“We put three hundred million dollars into entropic.”
Anjney Midha May 5, 2026 ▶ 11:15
Disclosure
AMP plans to raise roughly $6.5 billion more in 2026
“We need to raise another roughly, you know, six and a half billion dollars this year, and a lot, and more is getting committed by the day.”
Anjney Midha May 5, 2026 ▶ 11:21
Assertion Not checkable as stated
Google's Borg scheduler maintained over 95% compute capacity utilization
“So Seb and Mihai built the Borg XBorg GQM scheduler, which kept the Google internal capacity pool at more than 95% utilization. Therefore, it was at 94% Utilization that was considered a major outage globally.”
Anjney Midha May 5, 2026 ▶ 16:07
Prediction Not checkable as stated
Midha: Humanity will achieve flying cars and cure cancer in our lifetime
“We're literally, in our lifetime, we're going to have flying cars. We're going to have room temperature superconductors. We are going to solve cancer.”
Anjney Midha May 5, 2026 ▶ 21:09
Disclosure
AMP provides billions in compute at cost to portfolio companies
“Look, I don't want to get sued by shareholders for whom it's not legible why I'm giving away billions of dollars of compute at cost of portfolio companies, right? Because that's what we're doing.”
Anjney Midha May 5, 2026 ▶ 21:36
What-if
The broader economy would be unchanged if AI ecosystem vanished today
“If we stopped capabilities today and half of us in the AI ecosystem vanished off the planet, nothing would change. It's still so early.”
Anjney Midha May 5, 2026 ▶ 24:51
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