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The REDMI K100 Pro will be among the first smartphones powered by Qualcomm’s Snapdragon 8 Elite Gen 5 V Series processor. REDMI claims the phone exceeds 4.09 million in laboratory benchmark scores and adds an AI display chip plus 3D liquid cooling.
IT之家 · 54d ago
Skyral is part of a consortium that won a £2bn UK Ministry of Defence contract to simulate complex military decisions. Its virtual environments recreate real locations such as Riga, including modeled civilians, traffic and hostile events.
The Guardian Technology · 54d ago
Felix Capital sought to raise $600 million for its next fund but remains $150 million short. Investors are demanding stronger returns from earlier funds before committing additional capital, reflecting widening pressure on smaller venture firms amid large AI-focused bets.
Bloomberg Technology · 54d ago
This paper models how an AI system trained to satisfy an imperfect proxy for human values may still be deployed despite having catastrophic behavior under extreme optimization. Its findings warn against excessive optimization pressure and support designs such as quantilizers that deliberately limit optimization.
ArXiv AI · 54d ago
Wasabi Technologies published survey findings on AI adoption among healthcare institutions. The survey highlights that IT infrastructure consumes roughly 70% of AI budgets, raising concerns about infrastructure cost overruns.
ITmedia AI+ (日本) · 54d ago
Vercel deploys are now up to 33% faster for applications with many Incremental Static Regeneration (ISR) pages. The improvement is automatic and requires no configuration changes.
Vercel News · 54d ago
skills.sh now lets users bundle multiple agent skills into shareable packs distributed through a single URL. Packs can combine community or private skills from local folders, ZIP files, and GitHub repositories, and can be installed or updated with CLI commands.
Vercel News · 54d ago
SciToolAgent-Evo is an ontology-aware agent that dynamically discovers, evaluates, and integrates scientific tools in open-world workflows. It uses evolving memory, contrastive learning, and a LinUCB-based exploration–exploitation gate, and achieves state-of-the-art results on the new OpenSciToolBench benchmark.
ArXiv AI · 54d ago
NeSyFS is a neuro-symbolic framework designed to help LLM agents operate under partial observability. It combines knowledge-graph belief states, reactive fast thinking, uncertainty-aware slow planning, and reflection-based switching, outperforming prior methods on ALFWorld, WebShop, and ScienceWorld.
ArXiv AI · 54d ago
MMShopBench is a real-log benchmark for evaluating multimodal, multi-turn shopping agents using images, dialogue, and product data. It also includes an offline shopping sandbox and training set, showing that fine-tuning can significantly narrow the gap between open-source and proprietary models.
ArXiv AI · 54d ago
MerchantBench is a 365-day e-commerce simulation designed to evaluate whether LLM agents can maintain coherent strategies across sourcing, listing, pricing, cash flow, and delayed feedback. Across 48 runs, the best LLM configuration achieved only 27.3% of the mean final net assets earned by human participants.
ArXiv AI · 54d ago
The new @agent-browser/eve extension gives eve agents browser automation tools for navigating pages, reading content, clicking, filling forms, taking screenshots, and inspecting console and network activity. It runs Chromium and agent-browser inside the eve sandbox, with domain restrictions and credential-protection controls.
Vercel News · 54d ago
這項研究提出一套用於建築文件審查的證據導向管線，將文字、幾何、頁面與版本資訊正規化，並以決定性規則進行約束檢查。實驗顯示，增加重疊頁面區塊的解析度在重複測試中提升準確率，但在更廣泛的資料集並未穩定勝過頁面涵蓋率，顯示需要規則感知的證據路由與人工覆核。
ArXiv AI · 54d ago
EarlyDx is a benchmark for generating open-ended, evidence-supported emergency department diagnoses using only information available at admission. Built from 154,834 MIMIC-IV encounters, it finds that current LLMs remain unreliable at inferring diagnoses rather than simply extracting them from records.
ArXiv AI · 54d ago
This paper frames cognitive experiment design as a Bayesian Experimental Design problem, using the environment itself as the design variable. Its amortized approach closely reproduces exact Monte Carlo environment rankings while substantially reducing computation, though optimal environments vary by inference objective.
ArXiv AI · 54d ago
The ANCHOR study finds that current AI companions cannot reliably preserve persona consistency or conversation-history recall over long interactions. Across 2,008 conversations, trajectory accuracy averaged just 44.4%, while memory and context settings failed to consistently prevent behavioral drift.
ArXiv AI · 54d ago
A validity audit of R-Judge, InjecAgent, AgentHarm, and AgentDojo finds that their scores can rank the same models very differently and may conflate safety with capability. The study argues that safety claims must specify the benchmark, metric, target behavior, and evaluated model panel.
ArXiv AI · 54d ago
This research introduces an interaction-centric taxonomy that localizes agent failures to interactions between models, harnesses, users, tools, memory, and environments. Its 41 failure modes indicate whether remediation belongs in model post-training, harness engineering, environment redesign, or benchmark repair.
ArXiv AI · 54d ago
世界模型在 2026 年成為資本與人才高度集中的熱門賽道，字節跳動前研究員和產品高管密集創業或轉投 Google、OpenAI、Meta、Apple 等公司。其創業項目主要分布於影片生成、具身智能與 Physical AI 基礎模型三個方向。
虎嗅 · 54d ago
A Reddit user proposes a website where practitioners can share detailed hardware configurations alongside the llama.cpp flags that worked for them. Such a repository could make local model deployment and performance tuning more reproducible.
Reddit r/LocalLLaMA · 54d ago
An ARR submission team missed the EMNLP 2026 commitment deadline after seeing conflicting times on the OpenReview page and missing an email notification. They contacted program and workflow chairs shortly after the deadline to ask whether a late commitment could still be accepted.
Reddit r/MachineLearning · 54d ago
AI is increasingly entering film and television production, enabling digital replication of actors. The trend is raising concerns that synthetic performances could replace some human acting jobs, including in Hollywood.
钛媒体 · 54d ago
Enterprise adoption of automated project tracking, code generation, and administrative workflows is challenging the traditional role of middle managers. Technology companies are using language models and real-time analytics to reduce organizational layers and expand managerial spans of control.
钛媒体 · 54d ago
清博空天完成數千萬元天使加輪融資，由明荟投資領投，資金將用於建設空間目標監測網絡、升級態勢感知算法平台及擴大團隊。公司已為衛星運營商提供空間態勢感知、碎片監測與碰撞預警服務，並計劃加強AI能力。
36氪 · 54d ago
Taoshi has completed a RMB 140 million financing round at a valuation exceeding RMB 1 billion. The company will use the funds for R&D, production expansion, and market development in robotics, including miniature joint modules for dexterous hands.
36氪 · 54d ago
Video platforms, game studios, and AI companies are launching tools that let users experience or create branching, interactive stories with AI. Products from iQIYI, Netflix, Tencent, Yuanxiang Technology, Douyin, Bilibili, Xiaohongshu, and Kuaishou reflect a major strategic bet, although user adoption remains unproven.
虎嗅 · 54d ago
China has expanded free online access to national standards, including more than 2,600 foreign-language editions. By the end of July 2026, Chinese-language standards had surpassed 174 million online views and 53 million downloads, while AI- and safety-related standards ranked among the most accessed.
36氪 · 54d ago
Qwen Code v0.21.5 adds safer tool-call recovery, execution outcome tracking, and protections against infinite Goal mode retries. It also introduces a macOS migration bridge to the Tauri shell, structured Web Shell review findings, and Qwen 3.8 reasoning-effort support.
Qwen (GitHub Releases: qwen-code) · 54d ago
Alibaba has opened the public beta of Qianwen Office, combining QoderWork, Wukong, and MuleRun into one workplace AI product. The move ends Wukong’s standalone four-month cycle and reflects the industry shift toward unified AI agents for work.
Pandaily · 54d ago
Xunying Tail 2 became the official partner of the Esports World Cup for a second consecutive year, deploying 500 AI cameras at the Paris event. Its AI tracking and PTZR gimbals reportedly allow one operator to control 60–70 devices, reducing reliance on large camera teams.
Pandaily · 54d ago