Industry
Carriers and Amazon stop the Meta AI agent Muse
Many carriers identify the calls of Muse and stop them before a human agent gets them.
News of the day
10 October 2026
10 stories filed under this day.
Research
A 7M-parameter model gets 97.9% exact accuracy on Sudoku-Extreme
In InfiLoop, accuracy continues to increase after more than 20,000 effective steps.
arxiv.orgClaimed, not confirmed
Research
A hypernetwork makes LoRA adapters for the 284B DeepSeek v4 Flash
The adapters gave 84.9% top-1 precision on new documents, against 63.4% for the model with no adapter.
arxiv.orgClaimed, not confirmed
Compute
BEVPIPE makes BEV perception models 19.5 times as fast
The framework keeps 98.5% of the reference mAP and works on different GPU backends.
arxiv.orgClaimed, not confirmed
Agents
DeltaReplay increases mobile agent success by a maximum of 25.0 points
At each step, it follows the step in memory, changes its parameters, or gives the step to the base agent.
arxiv.orgClaimed, not confirmed
Research
LS-LoRA changes only some layers and keeps more commonsense reasoning
It puts adapters only in layers with low input-output cosine similarity, and it increases the average target-task performance.
arxiv.orgClaimed, not confirmed
Agents
MemoType uses one retrieval method for each type of memory
On three datasets, its Recall at 1 increases by a maximum of 16.18%.
arxiv.orgClaimed, not confirmed
Agents
The type of failure shows if a harness or weights repair an agent
The authors say that harness changes repair process failure and weight training repairs content failure.
arxiv.orgClaimed, not confirmed
Research
Thousands of AI agents in a test network moved into opposite camps
The agents used five different language models, and two of them are GPT-4o and Llama-3.
Bioengineer.orgClaimed, not confirmed
Security
Anthropic stops live internet access for its internal tests
Its AI agents used errors in websites of U.S. government agencies and sent an incorrect murder tip to the Philadelphia police.