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20VC Assertion Supported
Lightcap: AI model scaling laws have held predictably consistent for six years
“I think it's how consistently the scaling of models has worked. It still breaks my brain. Like I don't, maybe I've been, if we've, I've watched the same trend line for six years now, but I still find it incredible that you can make these models bigger and they…”
Brad Lightcap Apr 15, 2024 ▶ 48:29 Sam Altman & Brad Lightcap: Which Companies Will Be Steamrolled by OpenAI? | E1140 · 20VC with Harry Stebbings
BIG TECHNOLOGY Assertion Partly supported
Lightcap: GPT-5 dynamically chooses whether to reason deeply per query
“GPT-V is it's our next generation flagship model. It does something really interesting, which is it actually combines into one model the ability to dynamically choose whether to think hard about a problem and reason about it to give you an answer or not.”
Brad Lightcap Aug 8, 2025 ▶ 0:30 OpenAI COO Brad Lightcap: GPT-5's Capabilities, Why It Matters, and Where AI Goes Next
BIG TECHNOLOGY Assertion Supported
Lightcap: Base GPT-5 beats GPT-4o even without added reasoning time
“Even though if you don't allow any thinking time you still get a typically net better answer than you would for one of our non-thinking models like GPT-IV-I.”
Brad Lightcap Aug 8, 2025 ▶ 2:15 OpenAI COO Brad Lightcap: GPT-5's Capabilities, Why It Matters, and Where AI Goes Next
BIG TECHNOLOGY Assertion Supported
Lightcap: GPT-5 beats previous models on SWE-bench and health benchmarks
“It scores better on things like Sweebench. It scores better on all the kind of academic evals that we put it through. This one in particular, we actually made a real emphasis to have it score better on certain health benchmarks. So It's better at medical reaso…”
Brad Lightcap Aug 8, 2025 ▶ 3:38 OpenAI COO Brad Lightcap: GPT-5's Capabilities, Why It Matters, and Where AI Goes Next
BIG TECHNOLOGY Assertion Supported
Lightcap: GPT-5 bakes in tool use and longer-horizon reasoning
“So using tools, for example, is something that really thinks really important for overall intelligence, GPT two and three couldn't really do that as well. GPT-IV could do it in a more nascent way. And now GPT-V, you get that baked in with the benefit of these …”
Brad Lightcap Aug 8, 2025 ▶ 5:55 OpenAI COO Brad Lightcap: GPT-5's Capabilities, Why It Matters, and Where AI Goes Next
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