AI Unfiltered

Chinese AI • Open Source • Security • Incidents. Signal, not noise.

China Visual AI Leader SenseTime Declares End of Stitch-Monster Era With Open-Source Unified Vision Model

SenseTime open-sources SenseNova-Vision, a single model unifying detection, segmentation, depth prediction and 3D reconstruction, topping HuggingFace Any-to-Any Leaderboard globally.

BXI Robotics Raises Millions as Humanoid Robot ODM: Full-Stack Self-Developed Motors, Controls, and Algorithms

BXI Robotics secures funding from Suochen Technology after Feirongda backing, providing full-stack humanoid ODM solutions from motors to algorithms with marathon-verified reliability.

On the Eve of Edge AI Explosion, ModelBest Valuation Surpasses $2.8B After MiniCPM Success on Galaxy AI

ModelBest raises 5 billion RMB in H1 2026 as edge AI pure-play unicorn with MiniCPM models powering Samsung Galaxy AI and automotive deployments.

WAIC 2026 Top 10 Highlights: Chinese Chips Line Up in Full Force as AI Enters the Industrial Era

WAIC 2026 opens with 100+ chip companies, supernode clusters, humanoid robots, and 64 consumer AI products across three Shanghai zones.

World Third Strongest With Fable-Level Feel: Moonshot AI 2.8 Trillion Parameter Kimi K3 Breaks Open-Source Records

Moonshot AI releases Kimi K3 with 2.8 trillion parameters, ranking third globally behind Fable 5 and GPT-5.6 Sol, with open-weight release and API service.

[AINews] Kimi K3 2.8T-A50B: the largest open model ever released; Opus 4.8-class at Sonnet 5 pricing

a great week for open models continues.

Increased HTTP 500 Errors in Querétaro, Mexico

Jul 17, 01:42 UTC Resolved - This incident has been resolved. Jul 17, 01:26 UTC Monitoring - A fix has been implemented and we are monitoring the results. Jul 17, 01:25 UTC Identified - Cloudflare is investigating an increased level of HTTP 500 errors in Querétaro, Mexico. We are working to analyse...

Elevated Errors China Network

Jul 17, 00:19 UTC Resolved - This incident has been resolved. Jul 16, 22:43 UTC Monitoring - A fix has been implemented and we are currently monitoring the results. Jul 16, 22:10 UTC Identified - The cause of this issue has been identified and a fix is being implemented. Jul 16, 21:47 UTC...

Elevated errors for Github connector

Status: ResolvedAll impacted services have now fully recovered.Affected components Connectors/Apps (Operational)

Degraded REST API Availability

Jul 17, 00:14 UTC Resolved - From 22:21 UTC - 23:50 UTC on July 16, 2026, the REST API experienced significant degradation. During this period, about 39% of REST API requests failed with HTTP 500 level responses, with the errors peaking at 44.3%. We identified the issue as an infrastructure change...

Claude Fable 5 experiencing degraded performance

Jul 16, 22:04 UTC Resolved - This incident has been resolved. Thank you for your patience and understanding as we addressed this issue. A detailed root cause analysis will be shared as soon as it is available. Jul 16, 21:06 UTC Update - We are experiencing degraded availability for the Claude Fable...

Elevated errors for multiple models

Jul 16, 20:58 UTC Update - At this time, we are seeing recovery on requests to most models. We are continuing to see elevated errors on requests to Claude Fable 5 and Mythos 5, and are working to resolve these remaining issues. We will provide an additional update as soon as possible. Jul 16, 20:07...

CNI 2.0 Experiencing Intermittent 5XX Errors

Jul 16, 20:20 UTC Resolved - This incident is now resolved. Jul 16, 19:47 UTC Monitoring - We have identified and applied a fix for this issue and are currently monitoring the results. Jul 16, 19:07 UTC Investigating - We are currently investigating an issue where customers may experience errors...

Durable Objects Increased Errors

Jul 16, 17:14 UTC Update - We are continuing to work on a fix for this issue. Jul 16, 16:53 UTC Update - We are continuing to work on a fix for this issue. Jul 16, 16:49 UTC Identified - The cause of this issue has been identified and a fix is being implemented. Jul 16, 16:44 UTC Update -...

Two Scattered Spider Hackers Get 5.5 Years Each for £29 Million TfL Hack

Owen Flowers, 18, and Thalha Jubair, 20, were each sentenced to five and a half years at Woolwich Crown Court on Thursday, 16 July 2026, for the 2024 hack of Transport for London. The attack left 148 TfL systems inoperable and forced all 27,000 of the transport authority's employees into an office...

NVIDIA Nemotron 3 Embed Ranks #1 Overall on RTEB, Advancing Agentic Retrieval

ThreatsDay: Game Cheat Spyware, 24-Hour Ransomware, Chrome Sync Stalking + 12 More Stories

A lot of this week’s trouble starts with something that looks close enough. A familiar repo. A useful installer. A harmless sync setting. Then the handoff goes bad, the box starts talking to someone else, and the damage moves faster than the explanation. Old bugs are back, weak defaults are earning...

Legacy Systems, Real-World Impacts: The Reality of OT Security

Legacy systems, safety concerns, and critical infrastructure risks make OT vulnerability disclosure one of cybersecurity's most challenging balancing acts. The post Legacy Systems, Real-World Impacts: The Reality of OT Security appeared first on SecurityWeek.

n8n Token Exchange Flaw Could Let Attackers Log In as Users From Another Issuer

n8n, the workflow automation platform, handed out the wrong accounts at login. On Enterprise instances configured to trust more than one external token issuer, it matched an incoming JWT to a local user on the sub claim alone and ignored iss. A valid token from issuer A carrying...

🔬 The Lab of the Future Should Feel Like a Data Center — Andy Beam & Rafa Gómez-Bombarelli, Lila Sciences

Lila is betting that science, not the internet, is the last untapped source of training data. We went to find out what that actually looks like in a room full of robots.

Two Scattered Spider Hackers Sentenced to Jail in UK

Thalha Jubair and Owen Flowers were prosecuted over a 2024 cyberattack targeting Transport for London (TfL). The post Two Scattered Spider Hackers Sentenced to Jail in UK appeared first on SecurityWeek.

AI Data Centers Are Being Built Faster Than They Can Be Secured

AI infrastructure introduces new security risks that traditional data center designs were never built to handle. The post AI Data Centers Are Being Built Faster Than They Can Be Secured appeared first on SecurityWeek.

New TELEPUZ Malware Spreads via ClickFix to Steal Data and Run Commands

Cybersecurity researchers have called attention to a new modular malware called TELEPUZ that's been spreading via websites infected with ClickFix lures since late April 2026. "The malware is full-featured, lightweight, and modular," Elastic Security Labs researcher Cyril François said in a...

‘ClickLock Stealer’ Bypasses macOS Security With Social Engineering, Process Killing

The new macOS malware has targeted at least 100 users to steal their passwords and cryptocurrency. The post ‘ClickLock Stealer’ Bypasses macOS Security With Social Engineering, Process Killing appeared first on SecurityWeek.

New ClickLock macOS Stealer Kills Apps Every 210ms Until Victims Type Their Password

ClickLock Stealer, a new macOS infostealer, answers a victim's refusal by killing their apps on a loop until they hand over the login password. It arrives as a command pasted into Terminal, asks for the password behind a fake system dialog, and when the victim cancels, installs two LaunchAgents and...

The Download: OpenAI unveils GPT-Red and heat pumps rise in the US

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Meet GPT-Red: an LLM super-hacker OpenAI built to make its models safer OpenAI has built an LLM super-hacker called GPT-Red that it uses as a...

Increase in errors for Zone Settings API

Jul 16, 11:57 UTC Resolved - This incident has been resolved. Jul 16, 11:46 UTC Monitoring - A fix has been implemented and we are monitoring the results. Jul 16, 11:37 UTC Update - We are continuing to work on a fix for this issue. Jul 16, 11:22 UTC Identified - The issue has been identified and a...

Newer Models, Same Advantage

Oak Emerges From Stealth Mode With $60 Million in Funding

The startup has built an AI-powered Identity Operating System that governs all identities across an organization’s environment. The post Oak Emerges From Stealth Mode With $60 Million in Funding appeared first on SecurityWeek.

Why heat pumps are still so hot in the US

It feels as if it should be illegal to even think about heating appliances during the height of summer—seriously, these heat waves in New York have been brutal—but we need to talk about heat pumps. The appliances use electricity for heating, they’re incredibly efficient, and they’re on the rise....

Elevated Error Rates For SSO Login

Status: InvestigatingWe are investigating the issue for the listed services and seeing gradual recovery.Affected components Login (Degraded performance) Login (Degraded performance)

Disruption with some GitHub services

Jul 16, 09:30 UTC Monitoring - The degradation has been mitigated. We are monitoring to ensure stability. Jul 16, 09:13 UTC Investigating - We are investigating reports of impacted performance for some GitHub services.

Our approach to bioresilience

Google DeepMind and Isomorphic Labs are sharing our joint approach to bioresilience and AI models.

Enterprise SSO sign-in failures

Jul 16, 09:23 UTC Identified - The issue has been identified and a fix is being implemented.

Elevated errors for Claude Opus 4.7

Jul 16, 08:58 UTC Investigating - We are currently investigating this issue.

Elevated errors on Claude Sonnet 5

Jul 16, 08:53 UTC Resolved - This incident has been resolved. Jul 16, 08:39 UTC Investigating - We are currently investigating this issue.

[AINews] Thinky's Inkling: 975B-A41B multimodal, new best American Apache 2.0 open model (with Inkling-Small, 276B-A12B)

Thinky's first full LLM release is a banger and bonus: it's open weights!

UPDATE: Google Cloud VMware Engine (GCVE), Google Cloud NetApp Volumes, and Bare Metal Solutions (BMS) services are experiencing a service outage in europe-west4-a due to a cooling failure.

Incident began at 2026-07-15 16:57 (all times are US/Pacific).Summary Google Cloud VMware Engine (GCVE), Google Cloud NetApp Volumes, and Bare Metal Solutions (BMS) services are experiencing a service outage in europe-west4-a due to a cooling failure Description The datacenter serving...

OriginBlame: Record- and Token-Level Data Provenance for AI Training Datasets

arXiv:2607.13037v1 Announce Type: new Abstract: When a data contributor requests removal, model trainers face a practical gap: unlearning algorithms require a forget set, yet no tool can locate which training records belong to a given author. Existing provenance systems operate at file or dataset...

SPINE: Bridging the Cyber-Physical Gap with Agentic AI

arXiv:2607.13049v1 Announce Type: new Abstract: Foundation models have given robots a sophisticated brain for complex decision-making, yet deploying that intelligence into a physical platform still demands tedious, expert-driven calibration. This deployment gap, the robot's spinal cord, remains a...

Interventional Grounding Audits: Black-Box Premise-Dependency Tests for LLM Chain-of-Thought via Predicate Substitution

arXiv:2607.13069v1 Announce Type: new Abstract: Large language models produce chain-of-thought (CoT) reasoning that appears logically sound yet may not genuinely depend on its stated premises. We introduce interventional grounding audits, a black-box, step-level test of premise dependency: we...

Probabilistic Extension of Neuro-Symbolic AGI Robots based on Belnap's Typed Intensional FOL

arXiv:2607.13073v1 Announce Type: new Abstract: Neuro-symbolic AI based on $IFOL_B$ is a way to combine neural learning and symbolic reasoning to overcome limitations of purely neural systems (like lack of interpretability and logical structure) with formal logical machinery for self-reference. In...

Self-Improvements in Modern Agentic Systems: A Survey

arXiv:2607.13104v1 Announce Type: new Abstract: Self-improving autonomous agents are moving from research prototypes to deployed systems. The primary goal is controllable evolution, or adaptation, from experience with minimal or even no human input. This survey frames modern self-improving agents...

Automatic Differentiation from Scratch: How PyTorch Computes Gradients in Physics-Informed Neural Networks

arXiv:2607.13042v1 Announce Type: new Abstract: This paper traces, with explicit numerical values, how PyTorch's automatic differentiation (AD) engine computes gradients for Physics-Informed Neural Network (PINN) training -- a setting that requires two levels of differentiation: computing the...

Beyond Backbone Backpropagation: A Decoupled Strategy for Efficient Transfer Learning

arXiv:2607.13043v1 Announce Type: new Abstract: Deep learning models achieve state-of-the-art image classification but face deployment challenges due to computational costs and energy demands. We propose a lightweight training strategy that adapts normalization layers of the model to the new domain...

Federated Explainable Artificial Intelligence: Roles, Architectures, Evaluation, and Open Challenges

arXiv:2607.13045v1 Announce Type: new Abstract: Federated Learning (FL) has emerged as a key paradigm for privacy-preserving collaborative model training across distributed and heterogeneous data sources. By keeping raw data local, FL addresses data confidentiality concerns, yet it does not resolve...

What Your Model Threw Away and Why You'll Want It Back: Masking, Fingerprinting, and Privacy from Discarded Geometry

arXiv:2607.13046v1 Announce Type: new Abstract: We develop a framework for the information discarded by machine learning models whose inputs carry a Lie group action. Given a representation $\pi$ of a Lie group $G$ on a space $V$ and a learned function $f\colon V \to \mathbb{R}$, we define two...

Targeted Recovery of Weight-Space Mechanisms From Neural Networks

arXiv:2607.13047v1 Announce Type: new Abstract: Parameter decomposition (PD) decomposes neural networks into interpretable computational components that faithfully reflect the original network's operations. However, scaling PD to large models requires vast compute, making it a costly and risky...

FixItFlow: Automated Troubleshooting Guide Generation from Cloud Incidents

arXiv:2607.13035v1 Announce Type: new Abstract: Cloud services experience frequent incidents that require rapid diagnosis and resolution. Troubleshooting guides help engineers respond consistently, but creating them manually is labor-intensive, resulting in incomplete coverage and outdated...

Ask Before You Diagnose: Safe-Psych, a Sequential Evaluation Benchmark for LLMs in Psychiatry

arXiv:2607.13036v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used for decision support in healthcare, but clinical evidence is often incomplete or evolving. When the available information is insufficient to support a reliable answer, models should request...

The Perplexity Trap: When Patent Law Makes Human Writing Look Like AI

arXiv:2607.13044v1 Announce Type: new Abstract: The European Patent Office (EPO) reported record filings in 2025, and the 2026 EPO Guidelines hold applicants strictly responsible for LLM-assisted content under Article 83 and Rule 42, creating pressure to triage suspected AI-generated patent text....

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach

arXiv:2607.13158v1 Announce Type: new Abstract: Simultaneous speech translation (SimulST) requires incremental translation under strict latency constraints, yet remains challenging for decoder-only LLM systems due to limited context and cross-lingual reordering. Recent approaches often introduce...

What Models Express, Suppress, and Resist: Auditing Open-Weight LLMs with Persona Vectors

arXiv:2607.13162v1 Announce Type: new Abstract: What a language model will and will not do is largely set during post-training, but which behaviors it expresses, hides, or resists is not revealed by prompting alone. Persona vectors, behavioral directions in activation space, can probe this...

Security incident disclosure — July 2026

Leveraging unlabelled data for generalizable neural population decoding

Robust and accurate neural decoders are integral to neurotechnologies such as brain-computer interfaces and closed-loop experiments. Recent work has shown that tokenizing neural data at the spike level facilitates multi-session pretraining and delivers state-of-the-art decoding performance....

What building Shippy taught us about building agents

Model Routing Is Simple. Until It Isn’t.

Meet GPT-Red: an LLM super-hacker OpenAI built to make its models safer

OpenAI has built an LLM super-hacker called GPT-Red that it uses as a sparring partner to help its other models boost their defenses against cyberattacks. Last week the company released the latest version of its flagship LLM, GPT-5.6. OpenAI says that training it against GPT-Red made the model its...

Early Adoption of Agentic Coding Tools by GitHub Projects

Agentic coding tools are increasingly capable of generating and submitting pull requests (PRs) to software projects, introducing new forms of human-agent collaboration in software development. While prior studies have examined PR-level outcomes of agent-generated contributions, less is known about...

Improving Wind and Solar Power Prediction with Efficient Wrapper-based Feature Selection: An Empirical Study

With rising global energy demand and growing awareness of climate change and its impacts, the share of renewable energies in the global energy mix continues to grow. Unlike conventional power generation, the output of renewable energy sources cannot be controlled as consistently due to their...

Elevated errors on multiple models

Jul 15, 15:11 UTC Resolved - This incident has been resolved. Jul 15, 15:02 UTC Monitoring - A fix has been implemented and we are monitoring the results. Jul 15, 14:49 UTC Identified - The issue has been identified and a fix is being implemented. Jul 15, 14:04 UTC Investigating - We are currently...

Cyclone: Diffusion Model for Cycle-Consistent Weather Editing from Unpaired Driving Data

Reliable perception under diverse weather conditions remains a major challenge for autonomous driving systems. A common strategy to improve robustness is either to synthesize adverse weather conditions for training perception models or to apply weather-removal techniques to recover clean inputs....

RF Spectrogram Anomaly Detection with Quantum Kitchen Sinks: Architecture, Representation, and Hardware Validation

The broadcast nature of wireless channels exposes radio-frequency (RF) networks to anomalous and malicious transmissions, making anomaly detection a fundamental requirement for secure spectrum management. Quantum Kitchen Sinks (QKS) offer a lightweight hybrid quantum feature map suitable for...

The Download: a useful quantum machine and a record-breaking subsea tunnel

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. PsiQuantum has a plan to make a massive quantum computer out of light The machine that could change the world will be housed in a room that looks...

Helping small businesses with free, hands-on cyber consultancy

Cyber Advisors are offering free 30-minute consultations to help small businesses get started with cyber security.

Elevated errors affecting ChatGPT

Status: ResolvedAll impacted services have now fully recovered.Affected components Image Generation (Operational) GPTs (Operational) Codex in ChatGPT Desktop (Operational) ChatGPT Work (Operational) Login (Operational) File uploads (Operational) Compliance API (Operational) Deep Research...

Issue affecting voice mode in ChatGPT

Status: ResolvedAll impacted services have now fully recovered.Affected components Voice mode (Operational)

[AINews] not much happened today

a continuation: Codex adding 1M users a day now.

5 Trends That Defined AI Engineering at World’s Fair 2026

At this year's AIE World’s Fair, AI engineering entered a new phase: building systems around agents, rather than just building with agents.

UPDATE: Google Cloud VMware Engine (GCVE) Stretched Cluster customers are experiencing zonal outages impacting network connectivity across multiple regions.

Incident began at 2026-07-14 10:00 (all times are US/Pacific).Summary Google Cloud VMware Engine (GCVE) Stretched Cluster customers are experiencing zonal outages impacting network connectivity across multiple regions. Description We are experiencing an issue with Google Cloud VMware Engine (GCVE)...

Microsoft Patches a Record 570 Security Flaws

Microsoft Corp. today released software updates to plug at least 570 security holes in its Windows operating systems and other software, almost triple the number of vulnerabilities the software giant fixed in its record-smashing Patch Tuesday release last month. Microsoft attributed the burgeoning...

Incident with Webhooks

Jul 14, 18:01 UTC Resolved - This incident has been resolved. Thank you for your patience and understanding as we addressed this issue. A detailed root cause analysis will be shared as soon as it is available. Jul 14, 17:55 UTC Monitoring - The degradation affecting Webhooks has been mitigated. We...

Some ChatGPT Go users may experience conversation failures when using GPT-5.5.

Status: ResolvedAll impacted services have now fully recovered.Affected components Conversations (Operational)

The Download: Claude’s inner workings, and the future of world models

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. What Anthropic’s latest AI discovery does—and doesn’t—show —James O’Donnell When Anthropic announced last week that it had found a new window...

Disruption with some GitHub services

Jul 14, 09:56 UTC Resolved - This incident has been resolved. Thank you for your patience and understanding as we addressed this issue. A detailed root cause analysis will be shared as soon as it is available. Jul 14, 09:51 UTC Monitoring - The degradation affecting Codespaces has been mitigated....