Cactus Compute released Needle 2, an open 45M-parameter model for tool calling, device use, and structured extraction. The full model is a single 14MB…
@skills: Attention is all you have
arXiv:2608.12610v1 Announce Type: new Abstract: There are 56,804 public agent skills today, and teams write many more privately. The dominant delivery…
SpaceXAI’s Grok 4.6 matches OpenAI’s best model and undercuts it on price
xAI’s Grok 4.6 scores 61 points on the Artificial Analysis Intelligence Index, tying GPT-5.6 Sol and trailing only Anthropic’s Claude Opus 5. On agentic…
Jagged Judges: Epistemic Stability Under Silence, Pressure, and Persistence
arXiv:2608.12645v1 Announce Type: new Abstract: LLM judges have become central infrastructure for model evaluations, online grading, and reward modeling.…
Z.ai Launches GLM-5.3 With Frontier Coding and a Cyber Capability That Outgrew Its Training
Z.ai released GLM-5.3 on August 14, 2026, an update the company says keeps the same base model as GLM-5.2 and derives every capability gain from scaled-up…
General Probabilities of Causation with Causal Knowledge
arXiv:2608.12657v1 Announce Type: new Abstract: Probabilities of causation (PoCs) characterize individual causal responses that cannot be directly…
Moove Raises $250M Series C at $2.1B Valuation to Scale Robotaxi Fleet Infrastructure
Moove, the Dubai-headquartered mobility company that finances, owns, and operates vehicle fleets for ride-hail and robotaxi platforms, has raised $250…
Designing AI Pipelines for Decision-Ready ITSM Intelligence
arXiv:2608.12670v1 Announce Type: new Abstract: IT service management (ITSM) systems accumulate large volumes of heterogeneous ticket data that are…
AI News Brief Hourly Summary 2026-08-14 08h : 15 posts
15 posts were published in the last hour 5:32 : Reasoning Jury: Multi-Model Consensus for Evaluating Reasoning Traces 5:32 : DiG-bench: Discovery in Games 5:32 : Dead text or binding clause? Measuring and restoring constraint influence in black-box LLM dialogues…
Reasoning Jury: Multi-Model Consensus for Evaluating Reasoning Traces
arXiv:2608.12585v1 Announce Type: new Abstract: Improving reasoning LLMs requires the ability to judge the quality of long reasoning traces for effective…
DiG-bench: Discovery in Games
arXiv:2608.12593v1 Announce Type: new Abstract: Discovery—formulating novel generalizations—is a central part of the scientific process. Despite its…
Dead text or binding clause? Measuring and restoring constraint influence in black-box LLM dialogues
arXiv:2608.12599v1 Announce Type: new Abstract: Multi-turn dialogues let users revoke constraints as easily as impose them, but revocation does not…
Auditable agentic AI for evidence-grounded thyroid ultrasound diagnosis and reporting
arXiv:2608.12590v1 Announce Type: new Abstract: Thyroid ultrasound diagnosis requires coordinated lesion localization, measurement, risk stratification…
AI coding startup Cognition reportedly already in talks to raise at $40B valuation
Cognition may be looking to raise another mega round just a few months after raising $1 billion at a $26 billion valuation.
Trie Automata for Constrained Decoding over Large Finite Sets
arXiv:2608.12574v1 Announce Type: new Abstract: Large language models increasingly need to generate structured outputs that conform to predefined schemas,…
Governed Persistent Memory: Source-Bound State Semantics and Fail-Closed Release for Long-Horizon Agents
arXiv:2608.12476v1 Announce Type: new Abstract: Long-term agent memory is usually treated as select–store–retrieve, but retrieval does not decide…
MindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents
arXiv:2608.12428v1 Announce Type: new Abstract: Memory is a core component of AI agents, enabling them to accumulate experience, maintain personalization,…
Researchers can now reverse-engineer LLM prompts from output text with near-perfect accuracy
Researchers at IIT Bombay and Adobe Research have built an inverse language model that reconstructs the original prompt from an LLM’s output with…