Research news

For founders: Watch the ETH review closely. If it holds, problems long assumed hard under ETH may admit faster exact algorithms, though OpenAI itself says practical gains…

For founders: API access may not carry the app's guardrails. If your product calls GPT-6.1 Sol or Grok 4.7 directly, a user may get a political recommendation that ChatGPT…

For founders: Orchestration alone is a thin moat. If your health product wraps frontier models in an agent workflow, note how unevenly the orchestrator helped: about 15…

For founders: Verification is the real cost. A pile of 722 manuscripts is cheap to publish and expensive to check.

For founders: Treat lab reasoning claims as unverified until a third party signs off. The most famous AI math claim is still under review a month on.

For founders: The harness is a cost lever you control. If agent spend is a real line in your budget, this suggests context and tool output handling can matter as much as…

For founders: Agent swarms are becoming a research method. Hundreds of agents screening sequence data in under a day is a template bio startups can study, with token spend…

For founders: Verification is the bottleneck: A lab can now claim more results than outside experts can quickly check.

For founders: Labs are becoming vertical players. A frontier lab with its own bench, a biotech acquisition and pharma partnerships is building capabilities that overlap…