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Benchmark's AI Bets: Cerebras, Sierra, Legora, Fireworks, Starcloud, Gumloop..

Sourcery

Jun 29
Sourcery

Sourcery

Jun 29

Shownote

Ev Randle, General Partner at Benchmark, joins Sourcery to break down how AI has rewritten the rules of venture and growth investing. Ev explains why the old inverse relationship between scale and risk has collapsed, why the golden rules of SaaS now run in...

Highlights

In this episode, Ev Randle, a General Partner at Benchmark, discusses how the rise of AI has fundamentally disrupted traditional venture capital and SaaS investing principles. He explains that the old rules, where scale reduced risk and high margins were always positive, no longer apply, creating a new 'bizarro world' for investors. The conversation covers the unique economics of AI companies, the shift towards inference-based revenue models, and the massive liquidity events on the horizon.
00:00
Old golden rules of SaaS investing no longer apply
01:00
Scale no longer correlates with safety
06:54
The golden rules of SaaS investing have inverted in the AI era
11:47
Price can be extremely high in AI
12:57
Backing great entrepreneurs insulates from business model trends
15:34
Inference is a waterfall of revenue.
19:07
Coding agents can generate $36,000 per developer annually.
25:30
Any employee can build and share automations.
26:40
Using expensive models for trivial tasks wastes the inference budget.
27:26
Many tasks don't require frontier intelligence.
31:33
Open-source commoditization threatens frontier lab pricing power.
37:37
Longer private periods create rebirth opportunities.
40:34
Venture capital no longer fits many firms
42:35
Anthropic's return could be 35 times larger than past IPOs
49:12
Investments are founder-driven rather than category-driven.
55:28
Being a great partner and working hard, with lucky breaks, is the key.

Chapters

Everett Randle, General Partner at Benchmark
00:00
Coming off Benchmark's AGM
00:58
The Golden rules of Investing are all gone
04:05
Who actually has a handle on AI Economics?
08:58
Why Benchmark bets on Founders, not Categories
12:57
Brad Gerstner's "Age of Inference" Thesis
15:31
The most important shift since the Cloud
19:07
Inside Gumloop's AI automation canvas
23:55
The Token Maxing problem nobody's solving
26:40
Ev's "Mom Test" for frontier AI
27:25
What happens when frontier models get too cheap
31:33
Inside the new funding playbook
34:44
Venture Capital became a product, not a firm
40:31
The Biggest IPO wave Wall Street's ever seen
42:35
The secret behind Benchmark's wildly diverse bets
49:08
The mentors who shaped him
52:54

Transcript

Everett Randle: we used to have golden rules, or, like north star metrics in investing. When you think about software, there was like sort of five or six things that mattered, and it was very legible and it was very spreadsheetable. And now all of the gold...