Editing 8 Neurons in Gemma 4 12B to Fix Italian Tense in Translation
11/04/2026 — 11/04, 03:17·1 sources (all)·1 reports (all)
Key takeaways
- Following MIT CSAIL's demonstration of hand-editing a handful of neurons in Qwen3.5-0.8B with GPT-6 Astra to stop a model looping on math pr…
Background & analysis
On November 4, 2026, a post appeared on the Reddit community r/LocalLLaMA describing a hands-on weight edit on Gemma 4 12B. The author says the attempt was modeled on a demonstration from MIT CSAIL in which GPT-6 Astra edited some neurons of Qwen3.5-0.8B by hand, without any training, and the model stopped looping on math problems while its scores jumped. In the r/LocalLLaMA version, the goal was not a math benchmark but a translation habit the author disliked: for sentences like He had been hiding in the attic for months when the soldiers found him, the model's Italian rendering reportedly begins with «Si era nascosto in soff (the excerpt cuts off there), reflecting a tense choice the author finds unsatisfactory. The stated fix touched only 8 neurons in Gemma 4 12B, again with no training. The author frames the work as fitting their ordinary use of local models, which centers on translation into Italian. As of now this is a single Reddit claim tied to the earlier MIT CSAIL demo; the available material does not include independent reproduction or verification of either experiment.
AI-generated from 1 reports · updated 2 days ago
- Heat index
- 25
- All sources
- 1
- All reports
- 1
- First seen
- 2 days ago
Reports on this story headlines open the original
A Reddit user says he replicated MIT CSAIL's weight-space editing approach on Gemma 4 12B, rewriting 8 neurons to change how the model handles one Italian tense in translation. The post follows a demo in which GPT-6 Astra hand-edited neurons in Qwen3.5-0.8B without any training.
Reddit · LocalLLaMAAI score 53
Other stories people are talking about
- Heat index 840OpenAI ships Images 2.6 with GIF and SVG output15 sources
- Heat index 675OpenAI says its cyber model pipeline confirmed 1,724 Linux kernel flaws and generated 948 privilege-escalation exploits11 sources
- Heat index 642RisingOpenAI GPT-5.6 Brings Major Agentic and Computer Use Upgrades13 sources
- Heat index 633RisingCat Wu, product lead for Claude Code, joins OpenAI9 sources
- Heat index 630NewSurgeOpenAI releases GPT-6 Cyber cybersecurity model7 sources
How is heat calculated?About the methodHide
Heat counts how many independent sources covered a story in the last 48 hours: one source counts once no matter how many posts it published, decaying with a 24-hour half-life. What ranks first is what many people are talking about.
This page aggregates public feeds. Headlines and summaries are machine-organized and remain the property of the original authors; verify important facts at the source. If you believe a headline or summary infringes your rights, email the contact address in the footer with the page URL and basis of your claim, and we will remove or replace it after review.
- Surge
- Discussion rising fast
- New
- First report within 6 hours
- Rising
- Still gathering discussion

