All Updates
Page 718 of 754
February 16, 2026
EST Boosts Temporal KG Forecasting
Entity State Tuning (EST) introduces persistent entity states to TKG forecasters, overcoming stateless methods' long-term dependency issues. It uses a closed-loop design with topology-aware perception and dual-track evolution. Achieves state-of-the-art results across benchmarks with code on GitHub.
BrowseComp-V³ Benchmark for Multimodal Agents
BrowseComp-V³ is a new benchmark with 300 challenging questions for evaluating multimodal browsing agents on deep multi-hop reasoning across text and visuals. It features subgoal-driven process evaluation and publicly searchable evidence for reproducibility. Experiments reveal state-of-the-art models achieve only 36% accuracy, highlighting integration bottlenecks.
Adaptive Framework for Utility-Weighted AI Benchmarking
This paper introduces a theoretical framework that reimagines AI benchmarking as a multilayer, adaptive network connecting evaluation metrics, model components, and stakeholder priorities through weighted interactions. It embeds human tradeoffs using conjoint-derived utilities and a human-in-the-loop update rule, allowing benchmarks to evolve dynamically while maintaining stability. The approach generalizes traditional leaderboards and promotes context-aware, human-aligned evaluations.
OpenClaw Beta: Nested Agents & Security Boost
OpenClaw 2026.2.15-beta.1 introduces Discord Components v2 for rich interactions, nested sub-agents with depth controls, and platform-specific enhancements like per-channel ack reactions. It adds webhook toggles for cron jobs and deduplicates channel resolutions. Multiple security fixes harden sandboxing, redact tokens, and restrict dangerous configs.
OpenClaw Founder Joins OpenAI Team
Peter Steinberger, creator of viral AI agent OpenClaw, has joined OpenAI. OpenClaw will transition to an open, independent foundation.
US May Reverse China Tech Bans
The US appears open to reversing some technology bans on Chinese companies. This policy shift is highlighted in Asia In Brief alongside India's two-hour deepfake takedown demands and Singapore's AI adoption.
US Eyes Reversal of China Tech Bans
The US may reverse some technology export bans on Chinese firms. Related briefs include India's mandate for two-hour deepfake takedowns and Singapore's embrace of AI. Other notes cover a cuddly Japanese robot wolf.
US eyes reversing China tech bans
The US appears ready to ease some restrictions on Chinese technology companies. This policy shift is highlighted in Asia In Brief. Additional notes include India's two-hour deepfake takedown mandate and Singapore's AI adoption.
OpenClaw Beta: Discord v2 & Subagents
OpenClaw 2026.2.15-beta.1 adds Discord Components v2 for rich interactions, nested sub-agents, plugin hooks, and channel-specific overrides. Security fixes include SHA-256 hashing, token redaction, and Docker sandbox hardening. Additional improvements cover webhooks, gateways, and skills security.
OpenClaw 2026.2.15-beta.1 Beta Release
OpenClaw beta introduces Discord Components v2 for rich interactions, nested sub-agents, and plugin hooks. Additional enhancements cover per-channel reactions, webhook toggles, and channel deduplication. Multiple security fixes address hashing, token redaction, sandbox restrictions, and more.
Ant Open-Sources 1T Ling-2.5 Instant Model
Ant Group open-sourced Ling-2.5-1T, a trillion-parameter instant model with 63B active parameters, trained on 29T tokens. It upgrades architecture for 1M token context, boosts token efficiency, and enhances preference alignment and agent interactions. The model outperforms predecessors and rivals large instant models in reasoning and instruction following.
OpenClaw v2026.2.15 Appcast Update
OpenClaw releases version 2026.2.15. This minor update focuses on updating the appcast for improved release distribution.
Musk Grabs Rubidium-Cesium, Surpasses Gold
Small metals rubidium and cesium see price surges exceeding gold. Elon Musk is reportedly buying them aggressively. They emerge as potential space energy drivers.
OpenClaw Founder Joins OpenAI
Peter Steinberger, OpenClaw creator, joins OpenAI to build next-gen personal agents. OpenClaw transitions to independent open foundation, backed by OpenAI. Focus remains on accessible, open-source agent tech.
UW Open-Sources MoCo Framework
University of Washington releases MoCo, a Python framework for multi-model collaboration research. It supports 26 algorithms across API, text, logit, and weight levels. Researchers can customize datasets, models, and hardware to build combinatorial AI systems.
UW MoCo Enables Multi-Model Collaboration
University of Washington open-sources MoCo, a Python framework for model collaboration with 26 algorithms across API, text, logit, and weight levels. Supports building composable AI from diverse models via routing, debate, merging, and more.
MoCo Enables Multi-Model Collaboration
University of Washington open-sources MoCo framework for model collaboration research. Supports 26 algorithms across API, text, logit, and weight levels. Facilitates modular AI systems from diverse models.
OpenAI Hires OpenClaw Creator for Agents
Peter Steinberger, creator of the personal AI agent OpenClaw, has joined OpenAI. He will work on building personal agents that are core to OpenAI's future product offerings. OpenClaw was noted as tantalizing but risky.
OpenAI Hires OpenClaw Creator Steinberger
Peter Steinberger, creator of personal AI agent OpenClaw, has joined OpenAI. His role focuses on building personal agents central to future products. OpenClaw was noted for its potential but risks.
Seedance 2.0 Breaks into Entertainment
Seedance 2.0 is making waves by expanding into the film, TV, and variety show industry. The focus is on practical applications within these sectors. Industry players are exploring how to integrate this technology effectively.