Ling-2.6-1T eyes open-weights release

If Ant follows through, this is less about one flashy launch and more about keeping the open-weight frontier stocked with genuinely large, usable models instead of toy checkpoints.

• –The key number is activation cost, not raw size: 1T total with roughly 50B active parameters is still huge, but much more deployable than a dense trillion-parameter model.
• –Ant Ling already lists `Ling-2.6-1T` and `Ling-2.6-flash` on its model family page, so the open-weights tease looks like a distribution decision, not vaporware naming.
• –Open-weight commitments at this scale put more pressure on proprietary labs by giving researchers and infra vendors something serious to host, benchmark, and fine-tune.
• –The Flash variant matters almost more than the flagship for developers, since a 104B MoE with about 7B active parameters is the one more teams could realistically serve.
• –The main caveat is timing and licensing: “open weights” does not automatically mean frictionless commercial use, so the release terms will decide how important this really is.