Side-by-side comparison of AI visibility scores, market position, and capabilities
NEOK Bio emerged from stealth in 2025 with $80M in funding targeting neuroinflammation pathways in Alzheimer's disease and ALS using a novel class of innate immune modulators.
NEOK Bio is targeting neuroinflammation — the chronic activation of brain immune cells (microglia and astrocytes) — as a primary driver of neurodegeneration in Alzheimer's disease, ALS, and Parkinson's disease. The company's small molecule drug candidates modulate the NLRP3 inflammasome and related innate immune pathways in the brain, aiming to reduce the toxic inflammatory environment that kills neurons over time.
Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.
Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.
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