A November 3 critique argues that the reported Qwen math gains relied on Python code and repeated model runs, unlike raw-weight-only tests on much smaller networks. It credits the engineering result while disputing the implication that a single technique explains all the experiments.
An MIT CSAIL team reports that Astra improved Qwen’s math scores by editing weights using Python and feedback from practice runs. In the test allowing 50 forward passes, the authors report MATH-500 rising from 7.9% to 48.1%. These preliminary results are separate from the team’s raw-weight-only experiments on smaller networks.
The linked source was unavailable during retrieval (HTTP 403). This entry retains the original Hacker News title; the underlying claim has not been verified from the article.
The linked source was unavailable during retrieval. This entry retains the original Hacker News title; the underlying claim has not been verified from the article.
Subvocal’s founders say their prototype glasses use radio-frequency sensing to decode silently mouthed words. In their Hacker News introduction, they describe ongoing development and a planned first shipment in early 2027.
Mistral says it has released the weights of its trillion-parameter multimodal Large 4 model after further training on coding and defensive security tasks. The company reports benchmark gains and adds three reasoning modes to balance capability and inference cost.
Robert Haas writes that a surge in bugs found with language models has stretched PostgreSQL's human reviewers and contributed to late feature withdrawals. His October 30 account expected version 19 in November or later, framing the delay as a quality trade-off while questioning how maintainers can keep pace.
WIRED reports that Senators Ron Wyden and Adam Schiff accuse the administration of withholding a FISA court opinion beyond its disclosure deadline as Congress considers renewing Section 702. Their letter seeks answers by November 6. The article describes a dispute over access to the ruling and oversight of searches involving Americans' communications.
Nicholas Carlini describes adapting modern chess software to a 200 MHz Pentium Pro with 64 MB of memory. In his tests, the adapted engine on old hardware beat a 1996 engine on a modern computer. He uses estimated ratings to argue it could have surpassed Kasparov, a counterfactual rather than an actual match.
