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
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Agents
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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
Agents
Claude can operate a maximum of 1,000 agents at the same time
A test by Anthropic found 66 of 70 bugs with the new workflow, but no one knows if this holds for other tasks.
the-decoder.comClaimed, not confirmed
Agents
Google adds long tasks to Android Bench 2.0
On the new long tasks, Claude Opus 5.5 is first with a 32% pass rate, then GPT 6 Astra with 28%.
Agents
The Aave MCP server connects to the MetaMask Agent Wallet
The server has about 40 tools, and each transaction that it makes is unsigned until the user signs it.
Agents
Agent Mode of Postman operates for 40 million developers
Postman and AWS write that context, not function, was the primary bottleneck, and the agent must get approval before it changes the application.
Agents
Meta and Sierra make an open protocol for personal AI agents
Customers select the access of their agent, and companies set limits for the work of the agent.
Agents
GitHub moves the Copilot runtime from TypeScript to Rust in 14.5 weeks
GitHub writes that the time for one test of client start, session creation, and one turn fell from 5.25 seconds to 292 milliseconds.
Agents
AgentR releases Webcmd, a free tool that gives agents a memory
In a test by AgentR, Webcmd completed 67 of 100 tasks at $0.255 for each completed task, against $0.297 for browser-use.
markets.businessinsider.comClaimed, not confirmed
Agents
The AI tool REA has more than 10,400 stars on GitHub
The binary that the user examines stays on the computer of the user.
Agents
The LLM-IDEA agent tells when more experiments cannot help
In the Alien Universe test, it gets a discovery depth of 3 or more in 8 of 8 runs. Without the engine it gets this in 1 of 8.
arxiv.orgClaimed, not confirmed