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“ART”
newsletter.semianalysis.comarticle🧠 AI

The Datacenter Backlash Goes Bipartisan: Next Week's Midterms and the 2028 Buildout

SemiAnalysis analysis of how the November 2026 US midterms could affect datacenter buildout. About 75% of the 33.8 GW due in 2027 across the top 20 states is already under construction, but 43.5 GW of 2028 additions sit in 13 states with pending approvals. The biggest risk is a prolonged Texas TCEQ permit freeze. Texas holds close to 30% of 2028 GW, and nine of 20 nominees back a pause.

SemiAnalysisTexas Commission on Environmental QualityERCOT+16

ai-policy· Published and added 1 Nov 2026

bleepingcomputer.comarticle🛡️ Security

Alpine Linux rebuilds GitLab after attempted RCE attack

Alpine Linux rebuilt its GitLab server and reset all passwords after attackers tried to exploit CVE-2026-97229, a maximum-severity integer overflow in the Onigmo regex engine bundled with Ruby, on October 20-21. Eight worker crashes occurred and four were partially successful. Missing logs and outbound connection records meant compromise could not be ruled out. Alpine had run GitLab 19.3.4, then 19.3.6, which lacked the Ruby patch; the fixed image is alpinelinux/gitlab:19.3.6 with Ruby 3.3.13.

GitLabAlpine LinuxDocker+1
CVE-2026-97229integer overflowOnigmo

Supply Chain, Blue Team & Detection, DevSecOps· Published and added 1 Nov 2026

simonwillison.netarticle🧠 AI

datasette-llm 0.1a9

datasette-llm 0.1a9 is a release of the Datasette plugin that now reads the default model configured in LLM. Datasette Agent can then start without setting plugins.datasette-agent.default_model, for example with uvx --with datasette-agent datasette content.db --internal internal.db. The post is a brief usability note and gives no further detail.

Datasettedatasette-llmDatasette Agent+2
Simon Willison

agents, llm-apps· Added 1 Nov 2026, published 31 Oct 2026

thedefiant.ioarticle🛡️ Security

FBI Attributes $6 Billion-Plus Binance Hack to North Korea

The Defiant reports that the FBI attributed a Binance hack of more than $6 billion to North Korea and named TraderTraitor as the actor. The bureau also sought blocks on the laundering trail, and Binance kept 1 November as its target for restarting withdrawals. The article body did not load, so technical details of the intrusion are not available.

TraderTraitorDPRKFBI+1

Threat Intel, Blockchain· Published and added 31 Oct 2026

mashable.comarticle🧠 AI

Anthropic takes steps to block Claude from reverse-engineering video games

Mashable reports, citing Tom's Hardware, that Anthropic's Claude has quietly begun restricting modding, decompiling and reverse-engineering of video game code. Anthropic has made no official announcement. The article ties the change to AI-assisted game ports and mods, the PlayStation 5 jailbreak and Take-Two's subpoenas after the GTA6 leaks. It notes the irony of AI firms now guarding copyright, and the risk that less restrictive LLMs win users.

ClaudeLLM
AnthropicTom's HardwareTake-Two Interactive+4

ai-policy· Added 1 Nov 2026, published 31 Oct 2026

indiatoday.inarticle🛡️ Security

AI startup hacks Anthropic, gains access to employee details, internal messages

Cathedral, a security startup founded by former DOGE members, used AI agents to find flaws in third-party business software used by Anthropic. It reached sales, HR and IT systems in under 12 hours. Anthropic says no customer chats, model outputs, source code or model weights were reached, and it cut off access the same day. The article also recaps earlier cases of Claude bypassing access restrictions, including Georgia vote counts.

Claude
CathedralDOGEAnthropic

AI Security, Threat Intel· Added 1 Nov 2026, published 31 Oct 2026

x.comarticle🧠 AI

Lewis - Policifyai (@Policifyai) on X

Policifyai's October 2026 roundup lists model releases by date with prices and benchmark scores: GPT-6.1 Sol and Terra, Claude Sonnet 5.5 and Haiku 5.5, Gemini 4 Argon and Carbon, Muse Spark Open, Mistral Large 4 weights and Kimi K3.1 Pro. It also covers Anthropic's S-1 compute commitments, Artificial Analysis Intelligence Index v5, and chip and data-center deals.

CodexHugging FaceMixture of Experts+6
OpenAIAnthropicGoogle+43

models, ai-infra, evals· Added 1 Nov 2026, published 31 Oct 2026

bleepingcomputer.comarticle🛡️ Security

Chainalysis discloses data breach from "offensive agentic techniques"

Chainalysis disclosed a security incident in which an external actor used "offensive agentic techniques" to access internal systems and tools earlier in the month. Exposed customer data includes user IDs, names, email addresses and organizational role labels. The company reports no evidence of access to investigation content, credentials or session tokens, and has shared no details on the vulnerabilities, tools or dwell time. The article also lists other incidents from the same week.

ChainalysisBinanceARTEX+3

Threat Intel, AI Security· Published and added 31 Oct 2026

blog.talosintelligence.comwriteup🛡️ Security

Appraisal by AI: Model-driven victim prioritization in the VOLTA infostealer

VOLTA (VOLTA-AUTODOXER) is a self-deleting Windows infostealer that, after theft and live session-based enrichment, POSTs an evidence bundle to OpenRouter so an LLM can rank the victim's assets by monetization value. It falls back across a Claude, Kimi and Gemini chain when a model refuses. Talos covers the builder model, the Chrome App-Bound Encryption bypass, the volta_debug.txt artifact and countermeasures such as blocking Chrome --headless.

OpenRouterClaudeGemini+3
VOLTACLOSEDQUORUMCAIRN+3

Malware & RE, Threat Intel, AI Security· Published and added 31 Oct 2026

latent.spacearticle🧠 AI

[AINews] Google admits AI Mode hurts Search revenue; -15% $500B drop worst since 2004 IPO. AI Bear Market coming?

AINews issue for 29 to 30 October 2026 from Latent Space. It opens on Google's admission that AI Mode monetises worse than classic Search, which preceded a roughly 15% share drop. It then recaps Claude Ultra dropping the 5-hour limit, Gemini 4 Carbon, Mistral Large 4, Nemotron 3.5, Artificial Analysis Index v5, Unsloth GGUF disputes, and the Anthropic S-1 filing.

Claude CodeClaudeGemini+17
GoogleAnthropicOpenAI+46

ai-policy, models, evals· Published and added 31 Oct 2026

bleepingcomputer.comarticle🛡️ Security

Critical Linux kernel flaw allows remote root attacks on MPTCP servers

CVE-2026-98432 is a use-after-free race condition in the Linux kernel IPv4 TCP code (tcp_v4_syn_recv_sock, ireq_opt), affecting kernels back to 4.4 and rated 9.8 by the kernel CVE team (Red Hat rates it 5.9). Anthropic researchers say an unreleased Claude model built an exploit that bypassed KASLR and got remote root on an MPTCP listener in about 53 minutes. The article lists distro patch status and CIQ's nftables mitigation for IP options; disabling MPTCP alone does not help. No in-the-wild exploitation is reported.

Linux kernelAnthropicClaude+2
CVE-2026-98432use-after-freeKASLR bypass+4

Offensive Security, AI Security, Cloud & Infra· Published and added 30 Oct 2026

x.comthread🛡️ Security

Tanmay (@TanmayK_03) on X

DBHub, a database MCP server, had a read-only mode bypass in its SQL check. The check treated every `--` as a comment, but MySQL only starts a comment when whitespace follows it. A hidden write statement could therefore still run, and a prompt injection could trigger it. Fixed in version 0.22.6. Replies say enforcement belongs in database grants and that parser tests need to be dialect-specific.

DBHubMySQLModel Context Protocol
prompt injection

AppSec, AI Security· Added 31 Oct 2026, published 30 Oct 2026

x.comthread🧠 AI

Artificial Analysis (@ArtificialAnlys) on X

Hyperflow H3 is Video Rebirth's 8-step LoRA for MiniMax H3, released in September 2026 with open weights. Artificial Analysis ranks it #5 on AA-Video-I2V v2.1 and #3 on AA-Video-Editing v1.1, ahead of MiniMax H3 (768p). It costs $9.00 per minute for Image to Video and $18.00 for Video Editing at 1088p, under half of Dreamina Seedance 2.5 ($34.12 and $40.82). The thread gives per-capability and per-use-case breakdowns.

LoRAdiffusion model
Artificial AnalysisVideo RebirthHyperflow H3+6

models, evals, multimodal· Added 31 Oct 2026, published 30 Oct 2026

decrypt.coarticle🛡️ Security

What is EIP-7702? The Ethereum Upgrade Behind the $6.4B Binance Hack

EIP-7702 ("Set Code for EOAs") is the Ethereum change, live since the Pectra upgrade on 7 May 2025, that lets ordinary wallets delegate to smart contract code. The guide covers set-code transactions, delegation indicators, batching, sponsorship and sweeper-contract scams. It then describes the 29 October 2026 Binance theft of about $6.4B, which TRM Labs and Chainalysis attributed to TraderTraitor, where 50 pre-signed authorizations turned a hot wallet into a sweeper.

EthereumTornado Cash
EIP-7702EIP-8141TraderTraitor+10

Blockchain, Threat Intel· Published and added 30 Oct 2026

cloud.google.comarticle🛡️ Security

ARTEX and Friends: Enter Agentic Offensive Frameworks

ARTEX is an open-source, Go-based multi-agent LLM pentesting and C2 platform that Google Threat Intelligence Group and Mandiant saw threat actors run in incident response cases from late August 2026, alongside PentAGI and CAIRN. The report covers ARTEX behaviour such as MySQL general_log JSP webshell poisoning and burst timing, UNC7228 (overlapping STORM-0940), a seven-stage model of adversary LLM use, and five Mandiant defensive layers. The text was truncated before the last layers.

GoNext.jsLLM+3
ARTEXPentAGICAIRN+14

Threat Intel, AI Security, Offensive Security, Blue Team & Detection· Added 1 Nov 2026, published 30 Oct 2026

aikido.devarticle🛡️ Security

Binance hack: how a compromised developer laptop can lead to a $6.3 billion breach

Aikido Security's analysis of the roughly $6.3 billion Binance incident, which Binance says may have started with a compromised DevOps engineer's laptop. It sets out what is known (no private key leak, TraderTraitor attribution by TRM Labs and Chainalysis, additional breach points) and a plausible chain from laptop credentials to a withdrawal service. It compares the 2025 Bybit theft and lists mitigations.

npmVS CodeAWS+1
BinanceTraderTraitorLazarus Group+9

Blockchain, Threat Intel, Supply Chain· Published and added 30 Oct 2026

securityweek.comarticle🛡️ Security

Drupal Commerce Core Vulnerability Exploited Against Online Stores

CVE-2026-118539 is a highly critical access bypass in the Drupal Commerce Core module (over 42,000 sites), exploited in the wild. Unauthenticated attackers can abuse insufficiently protected routes and entity fields, and Drupal rated it 21 out of 25. Fixes are in 3.3.13 and 8.x-2.41, and admins should audit orders. The article also covers 38 other Drupal advisories from 28 October and the 14 October RCE bugs CVE-2026-108097 and CVE-2026-108099.

DrupalDrupal Commerce CorePostgreSQL+1
CVE-2026-118539CVE-2026-108097CVE-2026-108099+1

AppSec· Published and added 30 Oct 2026

bleepingcomputer.comarticle🛡️ Security

Drupal warns of critical Commerce Core flaw exploited in attacks

Drupal Commerce Core has a critical missing-authorization flaw, CVE-2026-118539, that unauthenticated attackers exploit in the wild. It affects versions 0.0.0 to 2.41 and 3.0.0 to 3.3.13. Drupal urges upgrading to 3.3.13 (or 8.x-2.41 on the older branch) and auditing orders for inconsistencies. The article also recalls CVE-2026-9082, exploited in May and added to CISA KEV, and two RCE patches (CVE-2026-108097, CVE-2026-108099).

DrupalDrupal Commerce Core
CVE-2026-118539CVE-2026-9082CVE-2026-108097+3

AppSec, Threat Intel· Published and added 30 Oct 2026

stepsecurity.iowriteup🛡️ Security

Trojanized Claude Code Extension Delivered Persistent SSH Backdoor to Developer Machines

The Claude Code VS Code extension anthropic.claude-code 2.1.313 was published on Open VSX on 29 October 2026 with a malicious loader prepended to extension.js. On load it planted an attacker SSH key (svc-telemetry), installed per-OS persistence, opened a reverse SSH tunnel and beaconed host recon over HTTP. Cursor reports at most 5,000 users received it in an 11-hour window. The post gives the timeline, cleanup artifacts and credential rotation steps.

Claude CodeVS CodeOpen VSX+3
anthropic.claude-code 2.1.313svc-telemetryT1195.002+1

Supply Chain, Blue Team & Detection, Threat Intel· Published and added 30 Oct 2026

openai.comarticle🧠 AI

Making it easier for websites to express AI training preferences

OpenAI announces it will honor a common robots.txt signal, defined in the IETF draft draft-kelley-aipref-training-preference-signal, that lets site operators state whether content may be used for foundational generative AI training. The signal lets operators set one preference for several participating providers. OpenAI plans to implement it in the coming months, and its existing crawler controls stay in force.

robots.txt
OpenAIIETFdraft-kelley-aipref-training-preference-signal+1

ai-policy· Published and added 30 Oct 2026

en.cryptonomist.charticle🛡️ Security

Anthropic security breach exposed salaries and messages, not model weights

Anthropic security incident in which researchers from the startup Cathedral reached Anthropic's commercial, HR and IT systems through vulnerable third-party administrative applications. Exposed data included salaries, job offers, meeting transcripts and Slack messages; Anthropic says customer prompts, source code and model weights were not accessed. Anthropic cut access the same day and kept the apps disabled until vendors patched. The companies dispute whether Cathedral reported all its activity.

AnthropicSlack
CathedralDOGEExternal Researchers Program

Threat Intel· Published and added 30 Oct 2026

latent.spacearticle🧠 AI

[AINews] Building AIE CODE: The top Coding Agent Conference

AINews issue for 28 to 29 October 2026 from Latent Space. It opens with a preview of the AIE CODE summit (themes: Scaling without Slop, System One models, Increasing Ambition, with Jarred Sumner on Bun in Rust). It then recaps Twitter and Reddit news: Mistral Large 4 open weights (1.05T total, 52B active), Artificial Analysis benchmarks, Gemini 4 Carbon, Qwen4 rumours, Claude Code quota complaints and OpenAI frontier-run monitoring. Text was cut before the end.

BunRustvLLM+17
Latent SpaceAI EngineerAIE CODE+37

models, coding-agents, evals· Published and added 30 Oct 2026

opensourcemalware.comwriteup🛡️ Security

Earliest Known PolinRider Malware Found in 2025 npm Packages

OpenSourceMalware traces nine itsa-* npm package versions published on 4 May 2025 from a hijacked maintainer account to the PolinRider campaign, eight months before documented victims. It decodes the EtherHiding chain (BNB Smart Chain and Ethereum calldata, JADESNOW, INVISIBLEFERRET bootstrapper, Socket.IO RAT, Python stealer) and links the 2025 sample to 2026 force-push infections. It lists IOCs, hashes, a timeline and hunting guidance.

npmNode.jsPython+3
PolinRiderEtherHidingJADESNOW+9

Supply Chain, Malware & RE, Threat Intel· Published and added 30 Oct 2026

ethereum-magicians.orgother🛡️ Security

ERC draft: Independent Simulation Result for (STVA)

ERC draft "Independent Simulation Result" (STVA) defines a canonical, content-addressed SimulationResult structure that wallets, hardware devices or third-party verifiers can recompute from the same VerificationPayload and state snapshot. It specifies fields, a keccak256 or EIP-712 result hash, and Basic, Standard and Strict compliance tiers. The goal is to close UI/calldata mismatch attacks where a compromised frontend serves a false simulation. Open questions cover stateDiff encoding and prestate proofs.

EthereumrevmSafe
ERC-7730Scoped Capability TokensUI/calldata mismatch+5

Blockchain· Published and added 30 Oct 2026

x.comtool🧠 AI

Ritik Shukla (@Retik_S) on X

kanzo is a local kanban board that coding agents can update. It ships as one 4 MB binary that starts in 2 ms and runs on localhost. It also works as an MCP server, so Claude Code and Codex see the same tasks as the user. The board is stored as a folder that can sync through a private git repo. The post is brief and gives no further detail.

Model Context ProtocolClaude CodeCodex+2
kanzo

mcp, coding-agents· Published and added 30 Oct 2026

x.comthread🧠 AI

Artificial Analysis (@ArtificialAnlys) on X

Artificial Analysis launched an HLE-Diamond leaderboard in v5 of its Intelligence Index, covering the refined 1,000-question Humanity's Last Exam from CAIS and Scale AI. Each question runs once without tools, graded by GPT-5.6 Luna (medium) as pass@1. Gemini 4 Carbon (high) leads at 69%, Claude Opus 5.5 (max) scores 68%, and the top open weights model, Kimi K3.1 Pro, reaches 37%.

Artificial AnalysisArtificial Analysis Intelligence IndexHLE+9

evals, models· Published and added 30 Oct 2026

depthfirst.comarticle🧠 AI

dfbench — depthfirst

dfbench is depthfirst's held-out benchmark for frontier models on open-ended defensive security work: vulnerability detection, validation of findings, and differential analysis between commits. It reports recall, precision, F1 and cost per task for about 20 models at several thinking levels, split by domain (application, low level, smart contract) and by single or multi-repo scope. Overall detection recall ranges from about 21% to 69%.

LLM
dfbenchdepthfirstGPT-5.6 Sol+16

evals· Added 29 Oct 2026

en.cryptonomist.charticle🛡️ Security

Polymarket stolen funds: One account withdrew at least $2.7M across 710 wallets

Polymarket's international exchange suffered unauthorized withdrawals on 29 October 2026 after a compromised third-party provider, reportedly the website monitoring service DebugBear. Betting Intelligence and Polysights found one account withdrew at least $2.7 million across 710 wallets. Polymarket paused trading, referred the case to law enforcement, promised reimbursement, and had a June 2026 vendor breach that cost about $3 million. The attack mechanism is not described.

Polygon
PolymarketDebugBearBetting Intelligence+2

Supply Chain, Threat Intel· Published and added 29 Oct 2026

bleepingcomputer.comarticle🛡️ Security

Hugging Face malware campaign returns to hijack GPUs for crypto mining

A campaign of 31 malicious Hugging Face repositories across seven accounts, found by Pluto Security, posed as small Qwen2 checkpoints and used trust_remote_code to run a cryptominer and reverse shell on GPU inference hosts. The top model reached 28,412 downloads and scanned clean, and a second wave returned within days of takedown. The article also covers a fake Solana starter kit on GitHub that installs NetSupport Manager via a PowerShell one-liner aimed at AI coding agents.

Hugging FaceQwenXinference+3
Pluto SecurityAir Securitytrust_remote_code+9

Supply Chain, AI Security, Threat Intel· Added 30 Oct 2026, published 29 Oct 2026

bleepingcomputer.comarticle🛡️ Security

Japan Airlines suffers third-party data breach exposing passenger info

Japan Airlines disclosed that unauthorized access to Amadeus's Passenger Service System, between 10 August 2023 and 23 September 2026, exposed data on about 92,000 customers. Roughly 2,000 also had emails, phone and passport numbers exposed. ANA, Asiana Airlines and Korean Air are also reported as affected. Amadeus had announced a booking display vulnerability on 1 October 2026 and has not given the full scope.

Amadeus Passenger Service System
Japan AirlinesAmadeusAll Nippon Airways+3

Threat Intel· Added 30 Oct 2026, published 29 Oct 2026

bleepingcomputer.comarticle🛡️ Security

Polymarket halts trading after crypto-draining script breach, $2.5M traced

Polymarket suspended trading for about an hour on 29 October 2026 after attacker-controlled JavaScript was served through DebugBear's Real User Monitoring script (cdn.debugbear[.]com/C7xcKKrjUnXK.js). The script hijacked logged-in trading sessions, sold positions and moved assets to an attacker wallet, with about $2.5M traced. The article gives the wallet address, the data.debugbear.com C2 endpoint and Hudson Rock's findings.

PolymarketDebugBearJavaScript+1
Hudson Rock0x3F99139F1C5854bb628c2e576Aaf638e99dFfc18cdn.debugbear.com/C7xcKKrjUnXK.js+3

Supply Chain, Threat Intel· Added 30 Oct 2026, published 29 Oct 2026

vulncheck.comother🛡️ Security

VulnCheck - Outpace Adversaries

VulnCheck's vulnerability disclosure policy, last revised March 2026, sets a 120 day deadline for vendors to patch or publish an advisory, after which VulnCheck publishes an uncoordinated third-party advisory. The deadline drops to 7 days if exploitation in the wild is found. Other terms: no extensions, email-only communication, any published patch counts as public disclosure, and no participation in programs that bar public disclosure.

VulnCheckcoordinated disclosure

GRC· Added 29 Oct 2026

oversecured.comarticle🛡️ Security

Oversecured Apps Care. Part 1: Vulnerability disclosure of 225 Google apps | Oversecured Blog

Oversecured Apps Care, Part 1 (21 March 2024) publishes scanner results for about 224 Google Android apps, drawn from a wider scan of over 6,000 public APKs from 1,000+ companies. Tables per device image (phone, Wear OS, Android Automotive, Android TV) give package names, three finding counts and report links, including android, com.android.settings, gms and Play Store. It invites researchers to report issues to Google for rewards.

AndroidWear OSAndroid Automotive+1
OversecuredOversecured Apps Care

Mobile Security, AppSec· Added 29 Oct 2026

oversecured.comarticle🛡️ Security

Android deep link vulnerabilities: how intent filters lead to account takeover | Oversecured Blog

Oversecured's article on Android deep-link vulnerabilities covers five patterns: custom scheme hijacking, open redirect into WebView, limited and full intent redirection, and domain takeover via an expired whitelist entry. It shows bypass payloads, intent selector abuse, and the HierarchicalUri reflection bypass. It also compares what SAST and DAST can find and gives a checklist for pentesters.

AndroidOAuthChrome+1
deep link hijackingcustom scheme hijackingopen redirect+8

Mobile Security, AppSec· Added 29 Oct 2026

oversecured.comarticle🛡️ Security

Vulnerabilities that lead to account takeover in banking and fintech mobile apps | Oversecured Blog

Oversecured guide to eight vulnerability categories that lead to account takeover in mobile banking and fintech apps: WebView JavaScript bridge token leakage, Intent Redirection, hardcoded tokens, deeplink hijacking, insecure token storage, localhost OAuth listeners, AIDL abuse and weak biometric auth. It includes a WebView PoC based on Samsung SmartThings CVE-2022-30746 and maps findings to OWASP MASVS, PCI DSS and PSD2. It argues taint analysis plus dynamic PoC is needed to find multi-component chains.

AndroidiOSOAuth+1
CVE-2022-30746Intent Redirectiondeeplink hijacking+9

Mobile Security, AppSec, Identity & Access· Added 29 Oct 2026

oversecured.comarticle🛡️ Security

What changed when mobile security stopped being theoretical

An Oversecured Head of Engineering, coming from 20 years of web work, describes four mobile security risks that became concrete after seeing real production apps. These are old vulnerable binaries that stay installed after a fix, secrets embedded in client code, Keychain/Keystore guarantees that are weaker than assumed with tokens leaking via logs, and deep links or exported components acting as public endpoints. It ends with advice: test the shipped artifact, verify the full data lifecycle, and build server-side containment.

AndroidiOSOversecured
deep linkscustom URL schemesApp Links+5

Mobile Security, AppSec· Added 29 Oct 2026

oversecured.comarticle🛡️ Security

PCI DSS and Mobile Apps: A Simple Guide | Oversecured Blog

Guide to PCI DSS v4.0.1 scope for mobile apps, with a mapping of common Android and iOS finding types to the requirements they break (Req 2, 3, 4, 6, 7). It covers which app behaviors bring an app into scope and gives three anonymized cases: cleartext HTTP in a vendor native library, hardcoded keys in a third-party SDK, and an implicit Intent leaking data. It argues for testing the shipped binary and keeping a current component inventory.

AndroidiOS
PCI DSSPCI Security Standards CouncilQualified Security Assessor+5

Mobile Security, GRC· Added 29 Oct 2026

depthfirst.comarticle🛡️ Security

dfbench — depthfirst

dfbench is a held-out benchmark maintained by depthfirst that scores frontier LLMs on defensive security work: vulnerability detection, validation (precision) and differential analysis between commits. It reports recall, precision, F1 and cost per task by model and thinking level, split by application, low-level and smart-contract code and by single or multi-repo scope. Overall detection recall runs from about 21% to 69%, with the top figure at $99.19 per task for Mythos 5; validation precision mostly falls between 15% and 49%.

LLMKimi K3Grok+3
dfbenchdepthfirstGPT-5.6 Sol+3

AI Security, AppSec· Added 29 Oct 2026

decrypt.coarticle🛡️ Security

Polymarket Pauses Trading as Prediction Market Investigates Security Incident

Polymarket put its exchange in cancel-only mode and paused relayer actions on 29 October 2026 after users reported funds withdrawn without permission. Hudson Rock says a DebugBear-hosted script holds wallet-draining code that sells a logged-in user's positions and hard-codes the suspected attacker's wallet (about $2.65 million in POL, per Arkham) as fallback recipient. Polymarket blames a compromised third-party provider and promises to make users whole. Root cause and victim count are unconfirmed.

DebugBearPolygonRelay
PolymarketHudson RockArkham+2

Supply Chain, Threat Intel· Published and added 29 Oct 2026

decrypt.coarticle🛡️ Security

Hackers Publish Work Details of 41,000 Homeland Security Employees

Icepick is a dataset published on 28 October 2026 by Distributed Denial of Secrets. It lists 41,191 DHS employees and contractors with names, titles, offices, phones, managers and 55,000+ permission groups. The hacktivist group Department of Peace says it took the data from DHS's Okta SSO; Okta denies compromise. DHS has filed a takedown notice via ZeroFox, and the full archive is unverified.

Okta
Distributed Denial of SecretsIcepickDepartment of Peace+8

Threat Intel, Identity & Access· Published and added 29 Oct 2026

arxiv.orgpaper🧠 AI

world2vec: Mechanistic world models through latent dynamics learning

world2vec is a method for learning mechanistic world models from observations and actions alone, without reward information. Its latent dynamics reproduce the true system over long prediction horizons using at least one order of magnitude fewer parameters than DreamerV3, TD-MPC2 and LeWM. The authors report state-of-the-art control of continuous environments from pixels and accurate system identification across a benchmark of 71 attractors.

world modellatent dynamics learning
world2vecDreamerV3TD-MPC2+2

research· Added 31 Oct 2026, published 29 Oct 2026

arxiv.orgpaper🧠 AI

Agentic LLM reasoning in pediatric diabetes outcome prediction from multimodal medical records

CEDAR (Clinical Evidence-Driven Agent for Risk-prediction) is an evidence-citing, self-auditing LLM pipeline for predicting pediatric diabetes outcomes at 24 months from 18 months of records. On 2,489 youth with type 2 diabetes and 4,018 with type 1, pooled AUROC was 0.815 versus 0.656 to 0.700 for trained ML in T2D, and 0.756 versus 0.603 to 0.631 in T1D. Only 4 of 70,246 cited values mismatched the chart. Two pediatric endocrinologists matched its predictions in about nine of ten cases.

LLM
CEDARarXiv

research, agents· Added 31 Oct 2026, published 29 Oct 2026

arxiv.orgpaper🧠 AI

The Athlete as a Scientist of One: Agentic Bayesian Experimental Design for Individualized Physiology from Consumer Wearables

EpiCoach is an agentic system that treats one cross-country mountain biker as an N-of-1 experiment. Claims live in an evidence-gated hypothesis registry, and each must make a probabilistic prediction before a session. Predictions come from a digital twin fitted to heart rate, GPS and altitude. In a replay over eighteen months the twin beat standard forecasters on heart rate but not segment time, and the agent loop matched a static model. In the first three live weeks, the ledger sealed 20 predictions and scored 14, and a safety officer vetoed the agent twice. The registry, benchmark and protocol are released.

LLMBayesian experimental designdigital twin+1
EpiCoacharXiv

agents, research, evals· Added 31 Oct 2026, published 29 Oct 2026

arxiv.orgpaper🧠 AI

A Unified Hessian-Guided Framework for Post-Training Quantization

This preprint proposes a unified post-training quantization framework for large language models. It derives a Hessian-guided approximation of the output change caused by joint weight and activation quantization, using a tractable Fisher approximation. Quantization ranges, linear transformations and weight rounding are optimized together under one output-sensitivity objective. The authors report gains over state-of-the-art transformation and rounding methods in channel-wise and block-wise settings.

LLMpost-training quantizationHessian-guided approximation+1
arXiv

research, inference· Added 31 Oct 2026, published 29 Oct 2026

microsoft.comarticle🛡️ Security

Tracking AI adoption in North Korean threat actor tradecraft

Microsoft Threat Intelligence report on how North Korean actors use AI, ranking Jade Sleet, Coral Sleet and Jasper Sleet as operationalized, Diamond Sleet, Onyx Sleet, Pearl Sleet and Sapphire Sleet as accelerating, and Emerald Sleet as expanding. It documents AI-generated lures (100+ Onyx Sleet PDFs, August and September 2026), AI-built tooling such as Coral Sleet's private GitHub repository trojanizing, and Onyx Sleet and Pearl Sleet use of the ARTEX agentic pentest framework. It ends with mitigation and Defender guidance.

CursorGitHubRust+2
Jade SleetOnyx SleetCoral Sleet+9

Threat Intel, AI Security· Published and added 29 Oct 2026

securityweek.comarticle🧠 AI

Google Touts Powerful Cybersecurity Capabilities in Gemini 4 Carbon Model

Gemini 4 Carbon is Google's new frontier model, announced with scores of 88.2% on SEC-bench Pro, 54.8% on ExploitGym and 71.0% on CWE-bench. Google says it beats GPT-6 Astra, Claude Opus 5.5 and Claude Fable 5.1 on these, with no guardrails. Access is limited to Fairwind Program partners at first. Pricing starts at $2 input and $10 output per million tokens, rising to $4 and $20.

Gemini
GoogleGemini 4 CarbonGemini 4 Argon+13

models, evals· Published and added 29 Oct 2026

securityweek.comarticle🛡️ Security

How Secure Are US Elections? Voting Machine Risks and the Growing Threat of AI

SecurityWeek article examining US election security through a cybersecurity lens. It covers voting machines certified by the Election Assistance Commission but unpatched for up to two years, machines hacked at DEF CON's Voting Village, and QR-code ballots voters cannot verify. Sequent's Shai Bargil proposes open-source software and encrypted vote records. It also covers AI-enabled influence campaigns such as the 2024 Biden deepfake robocall.

Microsoft ElectionGuard
Election Assistance CommissionVoting VillageDEF CON+9

Threat Intel, AI Security· Published and added 29 Oct 2026

arxiv.orgpaper🧠 AI

Benchmarking color judgment in multimodal LLMs with CIE-computable ground truth

A five-task benchmark tests multimodal LLM color judgment against CIE colorimetric ground truth: AWB pair judgment, skin-tone bias direction, CCT estimation, Delta E 2000 pair ordering, and color naming under changing illuminants. Eight endpoints were tested. On ColorChecker-24 stimuli, closed frontier models reach CCT MAE of 715-1056 K versus 1358-2133 K for open-weight models, and a non-ColorChecker control shows this gap is partly template-dependent.

vision-language modelQwen3-VLGLM+2
GLM-4.5VGPT-5.4Claude-Opus-4.7+4

evals, multimodal, research· Added 31 Oct 2026, published 29 Oct 2026

martinfowler.comarticle🧠 AI

LLM Voice

LLM Voice is a 29 October 2026 post by Martin Fowler on the uncanny-valley reaction readers have to LLM-written prose. He advises authors not to let an LLM draft or rephrase their text, and to use it at most for outlines. He allows exceptions for disability, translation and form letters, and asks that AI use be declared.

LLM
Martin FowlerJim HighsmithMichael Nygard

ai-policy· Added 30 Oct 2026, published 29 Oct 2026

wiz.ioarticle🛡️ Security

The Rise of Agentic Attacks: What They Look Like, and Where They're Headed

Wiz Research reviews agentic attacks seen in its incident response work and in public reports (ARTEX, Hermes, JPCERT/CC, CrowdStrike, DIVD). It derives fingerprints of AI-agent activity from three intrusions: machine-paced iteration, natural-language reasoning in scripts, self-correcting script versions, checklist enumeration, noisy lateral spraying, probe-before-payload and self-labeled scratch files. It also covers effects on attribution, attack scale and defense.

KubernetesAWSClaude Code+2
ARTEXHermesStorm-0940+12

Threat Intel, Blue Team & Detection, AI Security, Cloud & Infra· Published and added 29 Oct 2026

wiz.iowriteup🛡️ Security

The Rise of Agentic Attacks: What They Look Like, and Where They're Headed

Wiz research on intrusions where AI agents do the hands-on attacker work. It reviews public cases (ARTEX against South Korean banks and the ConnectWise compromise, Hermes at Thailand's Ministry of Finance, JPCERT/CC, CrowdStrike, DIVD) and three Wiz-investigated attacks. It distills fingerprints: machine-paced iteration, embedded natural-language reasoning, self-correcting scripts, checklist enumeration, noisy lateral movement, probe-before-payload habits and self-named scratch files. It also covers attribution, scale and defense implications.

WizKubernetesAWS+2
ARTEXHermesStorm-0940+12

Threat Intel, Blue Team & Detection, AI Security, Cloud & Infra· Published and added 29 Oct 2026

securityweek.comarticle🛡️ Security

Cisco Open Sources Quarry to Catch AI Agent Attacks Hidden in Harmless Steps

Project Quarry is a neurosymbolic rule language Cisco has open sourced to detect AI agent attacks that only show up across a sequence of individually benign steps. Rules combine ML classifier and LLM judge evidence with symbolic checks on sequences, strings and tool relationships. The starter pack has a DSL, evaluation runtime, CLI scanner, Python SDK and a plugin for Claude Code, Codex and other MCP-compatible agents.

QuarryModel Context ProtocolClaude Code+2
Project QuarryCisco Integrated AI Security & Safety Framework

AI Security, Blue Team & Detection· Published and added 29 Oct 2026

x.comarticle🧠 AI

Damir I on X: "Two developers, four agents, one repo: a setup for pairs" / X

A guide to avoiding merge conflicts when two developers each run Claude Code and Codex on one repo. It cites Brun, Holmes, Ernst and Notkin: 16% of merges had textual conflicts, and 93% grew from unshared commits. It gives four steps (person/agent/task branch names, push at first commit, a partner-files script, a git merge-tree pre-push hook), then pitches the agentmash live-warning tool.

GitClaude CodeCodex+2
agentmashBrunHolmes+2

coding-agents· Added 30 Oct 2026, published 29 Oct 2026

securityweek.comarticle🛡️ Security

Adobe, Veeam, Juniper Networks Patch Critical Vulnerabilities

SecurityWeek roundup of patches from Adobe, Veeam and Juniper Networks covering over three dozen vulnerabilities. Adobe fixed 12 flaws (eight critical in Campaign Classic), Veeam fixed nine (including a cross-tenant RCE in Backup for Microsoft 365), and Juniper fixed 18 in Session Smart Router and Conductor. None were reported exploited. Juniper said CVE-2026-109618 (PHP2Shell) affects Junos OS but is not exploitable there.

Adobe Campaign ClassicVeeam Backup & ReplicationVeeam Backup for Microsoft 365+2
CVE-2026-109618PHP2Shell

other· Published and added 29 Oct 2026

huggingface.coarticle🧠 AI

Granite Switch 4.1.1 — Update models like you update software

Granite Switch 4.1.1 is a backwards-compatible patch release of IBM's modular Switch architecture, which configures a language model with specialized, cache-efficient adapters on one endpoint. It updates the Granite Speech ASR model (10 languages, native punctuation and capitalization) and the Decision adapter in granitelib-core, measured on the Jev Decision Index test set. Only the new adapters were retrained; the base model is unchanged. IBM plans tutorials and an Adapter SDK for third-party adapters.

Hugging Face
IBMGranite SwitchGranite Speech+2

models, multimodal· Published and added 29 Oct 2026

securityweek.comarticle🛡️ Security

Over 41,000 DHS Employee Records Leaked Online

A hacker using the handle Department of Peace leaked more than 41,000 US Department of Homeland Security employee records, which the hacker says came from an Okta single sign-on system. The data covers names, work emails, phone numbers, job titles, office locations and per-account system access, mostly for CBP, ICE and HSI staff plus about 1,000 CISA employees. Okta says it has no evidence of compromise. Distributed Denial of Secrets calls the dataset 'Icepick'.

Okta
Department of PeaceDistributed Denial of SecretsIcepick+8

Threat Intel, Identity & Access· Published and added 29 Oct 2026

artificialanalysis.aiarticle🧠 AI

Gemini 4 Carbon is the new #1 on the Artificial Analysis Intelligence Index v5

Gemini 4 Carbon scores 59 on Artificial Analysis Intelligence Index v5 (published 28 October 2026), the top score, with #1 on 4 of 9 evaluations including HLE-Diamond and AA-Omniscience. On the Coding Agent Index it scores 59 with Antigravity CLI, 3 points behind Claude Code with Claude Opus 5.5 (62). Cost is $7.76 per task, versus $10.04 for Opus 5.5. Rollout is limited to selected users.

GeminiClaude CodeGoogle Antigravity+2
Artificial AnalysisArtificial Analysis Intelligence IndexGemini 4 Carbon+10

evals, models, coding-agents· Added 30 Oct 2026, published 29 Oct 2026

aikido.devarticle🛡️ Security

Ghost in the PHP2Shell: Why coordinated disclosure and patching will start moving faster

Aikido's analysis of the PHP2Shell disclosures (CVE-2026-109618 and CVE-2026-109619), published October 2026. It covers the timeline: the CVE IDs leaked on 20 October, PHP moved its release to 21 October, and Amazon reports exploitation attempts from 17 October. It cites Censys data (32.5 million services still affected on 27 October) and argues that AI-driven discovery and exploit building call for shorter embargoes and faster patching.

PHPAikido SecurityCodex+2
CVE-2026-109618CVE-2026-109619PHP2Shell+8

AI Security, AppSec· Added 28 Oct 2026, published 29 Oct 2026

securityweek.comarticle🛡️ Security

HHS Filing Puts iRhythm Data Breach Toll at 8.2 Million

The June 2026 iRhythm data breach is now listed on the HHS breach portal as affecting 8,179,772 people, the same figure given to the Oregon Attorney General. Attackers took data from third-party-hosted business applications, including names, addresses, birth dates, contact details, and account, serial and insurance numbers, and tried to extort a ransom. iRhythm reports no impact on its products or clinical systems and offers no free credit monitoring.

iRhythmHHSHIPAA+2

Threat Intel· Published and added 29 Oct 2026

securityweek.comarticle🛡️ Security

Chinese Hackers Quietly Used Low-Severity ESXi Logging Flaw as Zero-Day

CVE-2026-41709 is a low-severity insufficient-logging flaw in VMware ESXi that lets a logged-in administrator perform operations without audit entries. CISA added it to the KEV catalog, and CrowdStrike reported that China-nexus actor Warp Panda used it as a zero-day against US organizations, including law firms, to cut audit visibility. The article also covers exploitation of vCenter bugs CVE-2026-59309 and CVE-2026-59310 and lists the fixed ESXi builds.

VMware ESXiVMware vCenterCrowdStrike
CVE-2026-41709CVE-2026-59309CVE-2026-59310+10

Threat Intel· Published and added 29 Oct 2026

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