Reactive Machines

Proof of Doubly Sub-linear Interaction of Proximity

Proof of Doubly Sub-linear Interaction of Proximity

We learn about two efficient sub-linear proximity proofs (dsIPPs): proofs that are very fast to generate, and can be used…
Incremental video search personalization with Hybrid text and ID embedding

Incremental video search personalization with Hybrid text and ID embedding

Incremental video search requires a higher ranking after each keystroke, where the intent is often not well-defined (eg, 1–3 letter…
Embarrassingly Simple Self-Distillation Improves Code Production

Embarrassingly Simple Self-Distillation Improves Code Production

Can a large-scale linguistic model (LLM) improve on code generation using only its raw outputs, without verifier, teacher model, or…
CLaRa: Integrating Retrieval and Generation with Continuous Latent Consultation

CLaRa: Integrating Retrieval and Generation with Continuous Latent Consultation

Retrieval-augmented generation (RAG) improves large-scale linguistic models (LLMs) with external knowledge but still suffers from long-term conditions and the integration…
Uncertainty Calculation of LLM Function-Calling

Uncertainty Calculation of LLM Function-Calling

Large-scale Language Models (LLMs) are increasingly used to automatically solve real-world tasks. A key ingredient of this is the LLM…
One Layer Is Enough: Adapting Highly Trained Visual Encoders for Image Production

One Layer Is Enough: Adapting Highly Trained Visual Encoders for Image Production

Generative generative models (eg, distribution models) typically operate on compressed latent spaces to measure training efficiency and sample quality. Correspondingly,…
Multi-agent social intelligence with Strands Agents and Amazon Bedrock

Multi-agent social intelligence with Strands Agents and Amazon Bedrock

Your prospects leave trails across multiple sources: a founder asks “What should I use for X?” in r/SaaS while their…
Accelerating software delivery with QA automation using Amazon Nova Act – Part 2

Accelerating software delivery with QA automation using Amazon Nova Act – Part 2

Manufacturing quality assurance (QA) workflows require more than performing individual tests. You should organize tests into regression suites that work…
Active Agent Research Environment: Simulating Active Users to Evaluate Active Assistants

Active Agent Research Environment: Simulating Active Users to Evaluate Active Assistants

Active agents that anticipate user needs and perform tasks automatically hold great promise as digital assistants, yet the lack of…
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