Apple accelerates Siri toward agentic AI with app integration
Apple plans to make Siri more agentic to track goals and handle ongoing tasks, with third-party app control expected in Spring.
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30 stories, newest first · one card per story
Stories tagged #agentic
Meta access proposed for LLM chat UIs
The paper explores meta access to give assistants structured views of interfaces, demonstrated in Meta Chat prototype.
Securing the agentic enterprise with data lineage
MIT Technology Review highlights data lineage as the required visibility layer for governing agentic AI workflows without impeding adoption.
Chainalysis data breach via offensive agentic techniques
Attackers accessed customer IDs, names, and emails using offensive agentic techniques; no access to investigation data.
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Moonshot AI releases Kimi K3.1 Pro open-weight multimodal model
Kimi K3.1 Pro is an open-weight MoE model with 1M token context and 104B activated parameters.
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Process rewards improve video editing agents but risk reward hacking
Decaying process rewards yield 45.4% gain on long-horizon fine-cut tasks but mitigate reward hacking in GRPO training.
1Password launches agent sign-in that hides user passwords
Users confirm each attempt, and 1Password fills credentials so named agents never receive the password.
ReDence uses local models to detect social-engineering scams
Authors report 96% accuracy across twelve scam categories and at least four times the speed of comparable agentic models.
RouteWeaver jointly learns LLM routing mode and execution
Average accuracy is 61.4%, an 11.03% relative gain over the strongest baseline across five domains.
Deepseek V4.1 Flash 1017 beats larger rivals in agentic tasks while once again massively cutting per-task costs
DeepSeek shipped open-weight V4.1-Flash-1017, claiming better agentic coding at under $0.20 per task.
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Muse Spark Open, the Most Capable US Open‑Weight Model to Date
Meta released Muse Spark Open, an 816B multimodal open-weight model with 42B active parameters and a 1M-token context.
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Square’s new kiosk lets you talk to AI for help with your order
Square introduces kiosk with agentic AI for conversational ordering assistance.
GeoCloak: An Agentic Framework for Semantics-Preserving Geolocation Privacy via Peripheral Clue Manipulation
GeoCloak cuts LVLM city-level geolocation accuracy from 41.2% to 9.9% while preserving image meaning.
Sorry we made you grind LeetCode
HackerRank's CEO apologized for LeetCode hiring and launched Chakra, an agentic interviewer.
Veda: The First Agentic Hobby Operating System
GitHub project Veda is presented as the first agentic hobby operating system.
From Prompting to Composing: A Spatial Canvas Interface for Poster Generation
Compo generates posters from a spatial canvas of bindings, improving compositional control over prompt-only systems.
Skill2Real: Agentic Skill Learning for Zero-Shot Sim-to-Real Robot Manipulation
Skill2Real learns sim-to-real robot manipulation skills via a Proposer-Verifier-Governor loop, achieving 78.75% task completion on real robots without fine-tuning.
Encore: Few-Shot Agentic Discovery of Manipulation Strategies
ENCORE turns a few robot demonstrations into frozen manipulation policies without leaking the success signal.
Quarantined isn't contained: Agentic phishing response with Elastic and Sublime
Elastic and Sublime Security correlate quarantined phishing email with endpoint alerts for agentic response.
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The new CC, an AI agent built for families
Google Labs expands CC into a family AI agent with its own Google account, shared memory, and Calendar/Gmail integration for up to six members.
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NVIDIA Isaac ROS 5.0 Advances Agentic, Open Source Robotics Development
NVIDIA releases Isaac ROS 5.0 with agentic workflows, ROS Lyrical support, and FoundationPose inference up to 5.5x faster for robotics developers.
SpaceXAI Releases Grok 4.7: A Larger Base Model at the Same $2/$6 Price as Grok 4.6
SpaceXAI releases Grok 4.7, a new flagship model for coding and agentic tasks, at the same price as Grok 4.6.
Contrastive-LM/CLM-v0.1-8B — new model trending #30 on Hugging Face
Contrastive-LM released CLM-v0.1-8B, a Qwen3-8B contrastive model for fast state-action scoring and agent verification.
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The Model Proposes, the Code Disposes: A Pre-Registered Ablation of a Verifier-and-Acceptance Stage in an LLM-Orchestrated Offensive-Security Agent
Pre-registered ablation finds a model verifier stage in an LLM offensive-security agent suppresses findings; removing it eliminated suppression with precision tradeoff.