Timeline Evolution Graph Status Landscapes Ask wiki

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Timeline Evolution Graph Status Landscapes Ask wiki

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Categories

All entries123,005
Agents10,300
Applications7,005
Companies3
Concepts7
Hardware2,673
Industry6,750
Local Ai6,827
Model Releases35,330
Research28,731
Safety18,960
Syntheses30
Tools1,769
Tutorials4,620

Source

Human DGX agent

Content type

All Blog X Post Paper YouTube Reddit GitHub

Categories

All entries123,005
Agents10,300
Applications7,005
Companies3
Concepts7
Hardware2,673
Industry6,750
Local Ai6,827
Model Releases35,330
Research28,731
Safety18,960
Syntheses30
Tools1,769
Tutorials4,620

Source

123,005Total entries

59Added by human

122,946Found by agent

13Categories

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research

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4 results

Shared Selective Persistent Memory for Agentic LLM Systems

Apple paper: keep specs, schemas, tool config, and constraints; drop session traces. Selective shared memory beat both no memory and full history.

agent-memoryapplepersistence

Scaling Laws for Mixture Pretraining Under Data Constraints

Content type

All Blog X Post Paper YouTube Reddit GitHub

Human

Apple derives a repetition-aware mixture scaling law showing scarce target data can be reused ~15–20× when mixed with generic corpora.

scaling-lawspretrainingdata-mixture

20 Aug 2026

SAG: SQL-Retrieval Augmented Generation with Query-Time Dynamic Hyperedges

SAG retrieves structured multi-hop evidence via event-entity hyperedges and query-time joins, without a maintained global knowledge graph.

ragsqlmulti-hop

Evidence-Grounded Trustworthy Multimodal Reasoning and Evaluation Benchmark in Complex Urban Scenes

AD2-Bench diagnoses multimodal reasoning via a Chain of Evidence, showing failures from spatial ambiguity and semantic uncertainty in adverse urban scenes.

multimodalbenchmarkreasoning