arXiv:2608.22830v1 Announce Type: new Abstract: Deploying LLMs for enterprise Text-to-SQL is bottlenecked less by the model than by what context reaches…
Tag: AI
Let the Bullets Fly: Multimodal Fake News Detection with Temporal-Aligned Generative Danmaku
arXiv:2608.22832v1 Announce Type: new Abstract: The social interactions among crowds via \textit{Danmaku} (a.k.a., bullet comments) on modern multimedia…
Your AI, On a Dial: Controlling Investment Bias in LLMs with a Single Neuron
arXiv:2608.22852v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used in investment decision-making, yet prior work shows…
FinixDoc: Rethinking Financial Document Parsing Beyond Saturated Benchmarks
arXiv:2608.22842v1 Announce Type: new Abstract: Financial document parsing requires accuracy, structural consistency, and verifiability that current…
Granite 4.2 LLMs: How They’re Built
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GSAR: Goal-State-Anchor Rewards for Mobile GUI Agents with Self-Evolving Data Synthesis
arXiv:2608.22847v1 Announce Type: new Abstract: Vision-Language Models (VLMs) based GUI agents stand to benefit significantly from online reinforcement…
The Retriever Should Remember: Experience-Amortized Reranking for Long-Term Agent Memory
arXiv:2608.22767v1 Announce Type: new Abstract: Long-term language-model agents accumulate memories across interactions, but their retrievers typically do…
Gatik Raises $200M Series D to Scale Autonomous Freight Operations
Gatik, the autonomous trucking startup, has raised $200 million in a Series D round led by Qatar Investment Authority and Koch Disruptive Technologies,…
The Compaction Cliff in Long-Running AI Agent Memory
arXiv:2608.22752v1 Announce Type: new Abstract: A safety rule and an episodic log compete for the same tokens in an AI agent’s context. When the budget…
Jalapeño’s first results show industry-leading speed and efficiency in AI inference
Jalapeño is a custom inference chip from OpenAI that delivers faster, more power-efficient AI inference, with higher throughput and lower latency for…