Students in Harvard's CS2680 are co-optimizing a serving engine (Qwen3.6-35B on one NVIDIA RTX PRO 4500) and the agent harness; within a week the best submission solved 19 of 26 tasks, close to last assignment's best of 20 with stronger models. A...
VQV Signal
ROBOTS & HARDWARE
WATCH
TECHNICAL
Harvard CS2680: the agent harness may matter as much as the model
Students in Harvard's CS2680 are co-optimizing a serving engine (Qwen3.6-35B on one NVIDIA RTX PRO 4500) and the agent harness; within a week the best submission solved 19 of 26 tasks, close to last assignment's best of 20 with stronger models. A...
Students in Harvard's CS2680 are co-optimizing a serving engine (Qwen3.6-35B on one NVIDIA RTX PRO 4500) and the agent harness; within a week the best submission solved 19 of 26 tasks, close to last assignment's best of 20 with stronger models. A live leaderboard tracks it. Original post on X Section: Engineering...
Hardware and robotics watchers may want to track whether this becomes a product, benchmark, or deployment signal.
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Signal Strength 78%
Technical label WATCH
Public Interest 23
Category ROBOTS & HARDWARE
Reader Depth TECHNICAL
Signal Strength reflects source quality, relevance, freshness and evidence. Public Interest helps organize discovery; it is not proof of truth.
Public Interest components
Recognizable Entity Score 0
Practical Impact Score 8
Novelty Interest Score 70
Consequence Score 10
Curiosity Score 16
Shareability Score 42
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VQV surfaced this signal because it is recent, relevant to Open Source LLMs, connected to Scobleizer News Pulse (X).
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