Heartbeat Thinking keeps voice-agent tools running while listening
On FDBench v3, tool coverage rises 16 percentage points and mean final-response latency falls 36.4 percent versus a windowed baseline.
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On FDBench v3, tool coverage rises 16 percentage points and mean final-response latency falls 36.4 percent versus a windowed baseline.
Intern-Decision's 4B model hits 90.02% decision accuracy with 44 ms latency on an RTX 4090.
Speculative Sampling caches large bidirectional video windows so interactive generation can stay low-latency without shrinking chunks.
Speculative tool execution cuts on-device voice-agent median time-to-first-audio from 5.79s to 4.60s.
Jev-1.13.0 meets a one-second Open RAN intent budget far more often than hosted LLMs.
cua-speedrun standardizes virtual-machine infrastructure to measure computer-use agent speed, cost, and efficiency.
TypeSafe AI's Jev holds recommendation quality while latency grows more slowly than pointwise Qwen rerankers.

Perplexity's Rust engine Photon cuts retrieval p99 latency from about 800 ms to 65 ms.
Jev matches strong recommendation rerankers with slower latency growth than pointwise Qwen models.
Workday finds progressive disclosure of agent skills improves retrieval quality but slightly increases latency.
CacheRepair restores cross-chunk KV context in RAG, speeding first token by 1.69-4.61x.
Jev decision models cut median edge-orchestration latency 23-65% versus the fastest LLM on 8,280 requests.

Anthropic cut core claude.ai and desktop latency about 3x in two weeks, using Claude to find and ship fixes.
Fresh-Challenge VDF Attestations bind verifiable delay functions to unpredictable public challenges, yielding succinct evidence of model-relative response latency.
PACE cuts perceived latency in retrieval-augmented dialogue serving via cascading routing and filler control, reaching 0.41s P95 under load.

OpenAI launched GPT-5.6 Sol Ultrafast mode in limited preview, running up to 14x faster at 750 tokens per second via Cerebras inference.
OpenAI previews Ultrafast, an API service tier running GPT-5.6 Sol up to 14x faster via Cerebras at up to 750 output tokens per second.
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