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Oracle Says AI Agent Memory 26.8 Stores Images, Omits Bytes by Default

Oracle Says AI Agent Memory 26.8 Stores Images, Omits Bytes by Default

Oct 23, 2026
oracle.com

Oracle says its AI Agent Memory 26.8 stores images as DOCUMENT records in Oracle AI Database, so agents can search screenshots and receipts through text descriptions or captions. Default reads omit raw bytes; applications call include_bytes=True to render or forward the original image.

Agents Data & Analytics
Databricks Says MemCurrent Lifts Agent Pass Rate to 68.4% from 22.3%

Databricks Says MemCurrent Lifts Agent Pass Rate to 68.4% from 22.3%

Oct 21, 2026
Databricks

Databricks AI Research Team introduces MemCurrent, a persistent memory architecture now running inside Agent Bricks Memory and Genie. The company says it lifts agent pass rates on a 114-case internal benchmark from 22.3% to 68.4% versus no memory, while cutting token use 1.44x and running 1.35x faster.

Agents Data & Analytics Research
Meta Says 1,300-Line Router Cuts Column Setup from Days to Under an Hour

Meta Says 1,300-Line Router Cuts Column Setup from Days to Under an Hour

Oct 20, 2026
Engineering at Meta

Meta engineers Plawan Rath, Akhil Jindal, and Ashwini Verma report that a 1,300-line thin orchestrator routes more than 20 workflows to 14 specialized agents and performs no domain work itself. Meta says the setup cuts new-column configuration prep from three to four days by hand to under an hour. The design isolates context and contains failures.

Agents Data & Analytics Enterprise
Tiger Data Reports F1 0.665 on LoCoMo with a Single Postgres Table

Tiger Data Reports F1 0.665 on LoCoMo with a Single Postgres Table

Oct 15, 2026
Tiger Data Blog

Tiger Data's Matvey Arye reports that storing raw conversation turns in one Postgres table and giving an agent three MCP search tools scores F1 0.665 on LoCoMo with Claude Sonnet, above Omni-SimpleMem's reported 0.613. Dropping LLM-extracted atomic facts did not lower F1 and cut about 50% of ingestion time, the company says.

Research Agents Data & Analytics
Salesforce Signs Deal to Acquire Loops and Fold It into Tableau

Salesforce Signs Deal to Acquire Loops and Fold It into Tableau

Oct 13, 2026
Salesforce

Salesforce signs a definitive agreement to acquire Loops, an AI analytics platform that monitors business performance and explains why metrics change. Salesforce says it plans to fold Loops's technology and specialized talent into Tableau after closing. The deal is expected to close in early November, subject to customary conditions, Salesforce says.

Data & Analytics Business
LlamaIndex Launches OpenDocRouter, One API Running 10 Document Models From $0.80 per 1,000 Pages

LlamaIndex Launches OpenDocRouter, One API Running 10 Document Models From $0.80 per 1,000 Pages

Oct 08, 2026
llamaindex.ai

LlamaIndex launches OpenDocRouter, a single API that converts PDFs and images to markdown using 10 frontier and open-source models, including Claude Opus 5.5 and MinerU2.5-Pro. Billing is per token with credit top-ups from $25, and layout output adds $0.2 per million tokens. ParseBench cost per 1,000 pages ranges from $0.80 to $48.82.

Coding & Developer Tools Data & Analytics Cloud Computing
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