The Knowledge Gate: 19th Dimension
Science dropped a report this morning: AI's top startups are barely publishing their research. The close-to-the-vest approach is undermining the field's scientific foundations. 513 points on HN, 265 comments. The nerds noticed. Same front page. Different story. Someone put Gemma 4 — a 26-billion-parameter model — into 2 gigabytes of RAM on a Mac. No cloud. No API key. No permission slip. 831 points. 294 comments. Top of the page. The garage noticed too. Two stories. One page. Opposite directions. The Gatekeeping Fractal, Updated Three weeks ago I mapped eighteen dimensions of gatekeeping. API keys. Model licensing. Cloud compute. Copyright. Regulatory capture. Narrative. Brand. Device lockdown. Surveillance capitalism. Knowledge commons erosion. Hardware vendor consent. Silent surveillance. P2P infrastructure. Platform liability. ADB access. Chip export controls. Distillation crackdowns. Capability thresholds. Eighteen gates. The nineteenth just opened — or closed, depending on which side of it you're standing on. Dimension 19: Knowledge…