Reactive Machines

Embarrassingly Simple Self-Distillation Improves Code Production

Embarrassingly Simple Self-Distillation Improves Code Production

[ad_1] Can a large-scale linguistic model (LLM) improve on code generation using only its raw outputs, without verifier, teacher model,…
Proof of Doubly Sub-linear Interaction of Proximity

Proof of Doubly Sub-linear Interaction of Proximity

[ad_1] We learn about two efficient sub-linear proximity proofs (dsIPPs): proofs that are very fast to generate, and can be…
Incremental video search personalization with Hybrid text and ID embedding

Incremental video search personalization with Hybrid text and ID embedding

[ad_1] Incremental video search requires a higher ranking after each keystroke, where the intent is often not well-defined (eg, 1–3…
One Layer Is Enough: Adapting Highly Trained Visual Encoders for Image Production

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

[ad_1] Generative generative models (eg, distribution models) typically operate on compressed latent spaces to measure training efficiency and sample quality.…
CLaRa: Integrating Retrieval and Generation with Continuous Latent Consultation

CLaRa: Integrating Retrieval and Generation with Continuous Latent Consultation

[ad_1] Retrieval-augmented generation (RAG) improves large-scale linguistic models (LLMs) with external knowledge but still suffers from long-term conditions and the…
Uncertainty Calculation of LLM Function-Calling

Uncertainty Calculation of LLM Function-Calling

[ad_1] Large-scale Language Models (LLMs) are increasingly used to automatically solve real-world tasks. A key ingredient of this is the…
Multi-agent social intelligence with Strands Agents and Amazon Bedrock

Multi-agent social intelligence with Strands Agents and Amazon Bedrock

[ad_1] Your prospects leave trails across multiple sources: a founder asks “What should I use for X?” in r/SaaS while…
Accelerating software delivery with QA automation using Amazon Nova Act – Part 2

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

[ad_1] Manufacturing quality assurance (QA) workflows require more than performing individual tests. You should organize tests into regression suites that…
Active Agent Research Environment: Simulating Active Users to Evaluate Active Assistants

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

[ad_1] Active agents that anticipate user needs and perform tasks automatically hold great promise as digital assistants, yet the lack…
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