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Col-Bandit: Query-Time Top-$K$ Estimation for Late-Interaction Retrieval

Announce Type: replace Abstract: Multi-vector late-interaction retrievers such as ColBERT achieve state-of-the-art quality, but their query-time cost is dominated by exhaustively computing token-level MaxSim interactions for every candidate document. The MaxSim scores of $N$ candidates against $T$ query tokens form an $N\times T$ matrix whose row-sums are the late-interaction scores, and identifying the top-$K$ rarely requires every entry. We introduce Col-Bandit, a query-time estimator of...

arXiv CS 7d ago

Zero-Copy Semantic Contagion: An In-Memory Streaming Architecture for Evolving Attention Graphs

arXiv:2606.05733v1 Announce Type: new Abstract: Per-ticker forecasting models dominate financial time-series work yet remain blind to cross-company propagation: a foundry disruption in Taiwan does not register in a single-asset model until Apple's own price has already moved. To address this limitation, we introduce a heterogeneous Rust-Python streaming architecture that maps cross-company attention as a continuous-time graph driven directly from text. We show that on the ingestion side, a...

arXiv CS 5d ago

Before and After Temperature: A Distributional View of Creative LLM Generation

arXiv:2606.01451v1 Announce Type: new Abstract: Reference-free evaluation of large language model (LLM) creativity relies on perplexity, entropy, and top-1 margin. We show that a much stronger signal lives one step earlier in the pipeline: in how sampling temperature \emph{reshapes} the model's token distribution before the next token is drawn. On Llama-3.1-8B-Instruct generations of 500 open-ended creative prompts at $T \in \{0.3, 0.8, 1.5\}$, a single per-token feature derived from this...

arXiv CS 8d ago

Building iOS Apps with Doom Emacs

I shipped SPEEM, my first iOS app, from Doom Emacs. I don’t mean I just edited a few files in Emacs and switched back when it was time to build. I mean the whole loop: write Swift, build, boot a simulator, install the app, launch it, stream logs, restart LSP, scaffold new projects.

Hacker News 7d ago

ESP32 Bit Pirate, a Hardware Hacking Tool with WebCLI That Speaks Every Protocol

ESP32 Bit Pirate is an open-source firmware that turns your device into a multi-protocol hacker's tool, inspired by the legendary Bus Pirate. It supports sniffing, sending, scripting, and interacting with various digital protocols (I2C, UART, 1-Wire, SPI, etc.) via a serial terminal or web-based CLI.

Hacker News 5d ago

Kylie Jenner inspires Knicks lingerie, Swift-Kelce MSG wedding rumors & German discovers Waffle House

My dog got another rabbit. I swear, guys, it is a constant battle around here. I live in the suburbs, just south of Nashville, and the population of Eastern Cottontail hopping around my neighborhood is out of control.

Fox News 1d ago

Hunger in Oleshky: Ukraine asks for evacuation

Hunger in Oleshky: Ukraine asks for evacuation June 6, 2026The situation is critical in Oleshky, a city in southern Ukraine. When the nearby Kakhovka dam was destroyed in 2023, Oleshky was first flooded and then bombed. Today, it is practically cut off from the outside world.

Deutsche Welle 4d ago