Towards Lawful Autonomous Driving: Deriving Scenario-Aware Driving Requirements from Traffic Laws and Regulations
LLMs derive traffic law requirements for autonomous vehicles, scaling beyond manual formal-logic encoding of legal compliance.
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LLMs derive traffic law requirements for autonomous vehicles, scaling beyond manual formal-logic encoding of legal compliance.
Chart2NCode dataset: 176K charts with aligned Python/R/LaTeX scripts enabling cross-language chart-to-code generation.
Hierarchical Behaviour Spaces: linear combinations of reward functions enable more expressive policies in hierarchical RL, tested on NetHack.
Near-optimal bandit algorithm with side observations under partial observability, no prior knowledge of observation system required.
GSC-QEMit: adaptive quantum error mitigation framework using hierarchical clustering and bandits for near-term quantum devices.
OpenAI rumored to develop AI smartphone to compete with iPhone; unconfirmed report from social media.
GradMAP: decentralized multi-agent learning for grid-edge device coordination embedding AC power-flow physics without parameter sharing.
Transformer-based causal model estimates drug treatment effects on dialysis risk in AKI patients using EHR sequences.
Extreme bandits: sequential resource allocation for detecting extreme values in security/medical settings with limited feedback.
STELLAR-E: fully automated synthetic dataset generation for domain/language-specific LLM evaluation without manual curation.
Layerwise Convergence Fingerprinting: tuning-free runtime defense detecting backdoors, jailbreaks, and prompt injections in LLMs.
Tutorial: running a local coding agent with Gemma 4 and Pi using llama.cpp for on-device inference.
I suddenly feel so much better about every embarrassing typo I’ve ever made. | Original Illustration (left) by Agathe Singer One of Canva's new AI features has been caught replacing the word "Palestine" in designs. The Magic Layers feature - which is designed to break flat…
Hey everyone, For over a week now, I've been trying to re-subscribe to the Pro plan from a free account, and I keep hitting the same wall: "*Payment failed. Please try again later. If the problem persists, contact support at https://support.anthropic.com/*" Here's the fun…
OpenAI achieves FedRAMP Moderate authorization for ChatGPT Enterprise and API, enabling U.S. federal agency deployment.
Reddit discussion about data quality issues affecting Claude outputs; lacks technical specificity.
Anecdotal Reddit post about changes to Claude's disclaimer text; no concrete evidence or details provided.
Reddit thread soliciting user tips for Claude usage; crowdsourced advice without novel insights.
QA engineer discusses challenges testing non-deterministic LLM agents in production, seeking rigorous evaluation methods beyond traditional assertion-based testing.
Microsoft-OpenAI partnership restructured: non-exclusive IP license, Azure remains first-ship partner, Microsoft stops revenue share to OpenAI.
China has ordered Meta to unwind its multibillion-dollar Manus acquisition, dealing a potential setback to Zuckerberg’s push into AI agents.
The phone could go in mass production in 2028, an analyst says.
Artificial intelligence may be dominating boardroom agendas, but many enterprises are discovering that the biggest obstacle to meaningful adoption is the state of their data. While consumer-facing AI tools have dazzled users with speed and ease, enterprise leaders are…
Google and Kaggle launch 5-day AI Agents Intensive Course; registration open.
Beginner seeking Claude productivity tips for copywriting, coding, and design workflows.
Skymizer Taiwan unveils HTX301 chip architecture enabling 700B LLM inference on single PCIe card at ~240W, splitting prefill/decode across GPUs and custom silicon.
Commentary on xAI/Musk's delay in open-sourcing Grok 3, questioning gap between stated and actual open-source commitment.
Mistral AI launches Workflows in public preview, enabling automated business process orchestration.
Analysis of cognitive trade-offs in LLM-assisted development: outsourcing code generation erodes developer mental models and project understanding.
User created Progressive Web App workout tracker via single Claude conversation without coding experience.