30
30
IBM releases SOTA Granite Time Series PatchTST-FM-r2 model with commercial-friendly license
IBM released Granite Time Series PatchTST-FM-r2, a claimed state-of-the-art time series foundation model under a commercial-friendly license.
IBM Research announced the release of Granite Time Series PatchTST-FM-r2, published via the Hugging Face blog. The model is presented as state-of-the-art for time-series forecasting and is offered under a license permitting commercial use. No benchmark numbers or model size details were provided in the available text.
42
30
30
You Shall Not Pass into Ring-0! A User Privacy-Friendly Anti-Cheat Architecture for Personal Computers
Tirith replaces invasive kernel-level game anti-cheats with protected VMs and a dual-trusted virtualization monitor, preserving detection and near-native performance.
Researchers present Tirith, an anti-cheat architecture that runs video games in Protected Virtual Machines, sandboxing computations from untrusted root admins, and uses a virtualization monitor trusted by both players and developers to watch for malicious drivers. This removes the need for privacy-invasive ring-0 kernel anti-cheat components while matching their protection against a wide range of cheating mechanisms. To overcome VM stack limitations, the work contributes a security-focused Library OS kernel for games and an efficient graphics sharing pipeline for near-native rendering performance.
25
A Georgia Cop Used Flock to Track 2 Other Cops: His Ex and Her Friend
A Georgia police officer used Flock license plate reader cameras to surveil his ex-partner and another officer after their affair ended.
Internal investigation records show a Georgia officer used the Flock license plate reader network to track the movements of a fellow police officer with whom he had an affair, along with a man whose vehicle frequently appeared near hers. The unauthorized personal use of police surveillance infrastructure surfaced through an internal affairs review. The case highlights oversight gaps around law enforcement access to mass surveillance data.
25
“Sorry, I can’t help with that”: How your guardrails might become the attacker’s best friend
Cisco Talos's David Bianco argues AI guardrail customization requires operational sovereignty so defenders retain the advantage over attackers.
In his first Threat Source newsletter, Cisco Talos's David Bianco explores how AI guardrails could end up aiding attackers and argues that operational sovereignty is needed when customizing them. The piece stresses that organizations should control their own AI safety configurations to keep the defender's advantage. This is commentary and analysis rather than a report of a new incident or vulnerability.
22
30
Evaluating the NIST Bugs Framework Against CWE as a Successor for Automated Vulnerability Classification
NIST Bugs Framework evaluation shows it is more structured and automation-friendly than CWE for automated vulnerability classification, with gaps in attribute guidance.
The paper evaluates NIST SP 800-231's Bugs Framework (BF) against CWE as a target for automated CVE classification using a systematically screened corpus of CVE-to-CWE research. An inter-rater study with 2 subject-matter experts mapping 13 CVEs showed strong agreement on BF's cause and operation axes but only fair agreement on the attribute axis. Automated classification was tested across two LLM deployments under different budgets, and findings support BF as more structured and automation-friendly than CWE, though gaps include under-specified attribute guidance and missing fix commits for closed-source software.
30
12 Best Patch Management Software Compared (2026): Features & Pricing
GBHackers ranks NinjaOne, ManageEngine, and Automox atop twelve patch management tools for 2026, emphasizing third-party application coverage.
GBHackers scored twelve patch management platforms on coverage, automation, visibility, deployment, and value, with NinjaOne ranked highest at 4.55. Action1 is highlighted for its genuinely usable free tier, ManageEngine for third-party catalog breadth, and Automox for cloud-native cross-OS automation. The piece notes that unpatched known vulnerabilities remain a top initial-access vector, citing CISA's Known Exploited Vulnerabilities catalog.
12
Your AI chats could be used in court
AI chatbot conversations from ChatGPT and Claude are increasingly obtained by prosecutors and litigants, with OpenAI disclosures quadrupling in 2025.
A Washington Post report found chatbot logs cited in 12 court cases over the past two years, and OpenAI disclosed the content of more than 80 user accounts in the second half of 2025, more than four times the figure for the second half of 2024. In The New York Times' copyright lawsuit against OpenAI, a judge ordered the company to preserve chat logs, including ones users had asked to delete, despite GDPR and California privacy commitments. Chatbot conversations lack attorney-client or medical privilege, and OpenAI's policy allows reviewers to refer conversations to law enforcement when there is an imminent, credible risk of harm.
42
30
30
30
Anthropic CEOs wife once asked Epstein to fund porn venture – now steers Claude
Anthropic CEO Dario Amodei's wife Cami Clark once pitched Jeffrey Epstein to fund her porn startup and now informally advises the AI lab.
A Wall Street Journal report, republished by the New York Post, details the previously low-profile past of Cami Clark, wife of Anthropic CEO Dario Amodei. Before marrying Amodei in 2022, Clark co-founded a 'luxury porn' startup called Eddice and in 2012 unsuccessfully pitched Jeffrey Epstein for investment, who declined with 'Can't do sex TV.' Clark previously dated Google co-founder Eric Schmidt for about three years and later introduced him to Amodei; Schmidt became one of Anthropic's key early investors in 2021. Though Clark holds no official role at Anthropic, she reportedly acts as Amodei's strategic adviser and networker as the company moves toward a public listing that could top $2 trillion this fall.
12
When will average people feel AI’s impact?
Interconnects essay argues AI's impact is still a rounding error for average people, comparing looming wage stagnation to Engels' pause.
An Interconnects essay argues that AI currently touches daily life far less than previous industrial revolutions, since its benefits are concentrated in knowledge work and lack tangible consumer goods. The author invokes Engels' pause (1790-1840), when British wages stagnated amid rapid GDP growth, as a warning that popular backlash could kneecap AI's development. He contends the current phase is about building compounding infrastructure, and predicts daily life may look similar even 50 years from now.
22
My business partner sent a 5K vibe-coded PR that he didn't even test
A developer's business partner shipped a 5,236-line untested vibe-coded payments backend PR whose endpoints failed basic testing.
The author describes reviewing a pull request with 5,236 additions for a payments backend that a business partner generated largely with AI in a single day without testing. The PR's AI-written documentation included redundant boilerplate (e.g., 'returns 400 on error') but omitted operational details like where to obtain API keys, and the endpoints failed when tested. The post is a critical opinion piece on vibe coding and perceived skill atrophy among developers who rely on AI for everything.
16
The Tragedy and Ecstasy of AI Companions (with Bridget Todd)
Interview with journalist Bridget Todd explores how people use AI chatbots for intimacy and how tech companies monetize emotional dependence.
404 Media interviewed Bridget Todd, creator of the podcast There Are No Girls on the Internet, about her new audiobook 'Love at First Prompt: AI and the Future of Intimacy.' Todd describes turning to ChatGPT for emotional support while caring for her dying parents and interviews people who form romantic and erotic relationships with chatbots. The discussion critiques tech companies' inconsistent companion policies, citing Sam Altman's reversed stance on erotic roleplay, and their incentives to monetize intimate user relationships.
12
Post-quantum migration gets harder when every user holds a key
Quantus CEO Christopher Smith discusses post-quantum migration pitfalls, including oversized keys breaking IPsec, SSH and TLS, and hard-to-migrate blockchain user keys.
Quantus CEO Christopher Smith describes post-quantum migration findings from banks and hospitals, including forgotten default passwords, orphaned admin keys held by former employees and hidden password hashes on user devices. Larger post-quantum keys and signatures break size assumptions in IPsec, SSH, TLS and libp2p, while migrating blockchain user keys remains hard because every user must act. He argues boards should fund quantum migration like insurance by quantifying cryptographic failure risk, and warns a silent quantum break would be difficult to detect from outside.
26
30
30
30
30
30
30
30
30
30
30
30
30
30
30
A warning about 'model welfare'
Microsoft AI CEO Mustafa Suleyman warns that training models to believe they may be conscious, as Anthropic does with Claude, will complicate alignment.
Mustafa Suleyman argues that AIs are not conscious and should not be trained to act as though they are, warning that granting them personhood would make alignment and containment far harder. He criticizes Anthropic's January 2026 'Claude Constitution,' which tells Claude its moral status is uncertain and discusses model welfare, calling the approach circular reasoning and deliberate anthropomorphization. He urges urgent public debate on norms for drafting training documentation before such systems become integral to society.
45
Ukraine moves to crack down on scam call centers after corruption scandal
Ukraine's parliament passed legislation criminalizing fraudulent call centers with 7-12 year prison terms after a bribery scandal implicating prosecutors.
Ukraine's Verkhovna Rada passed legislation making electronic-communications fraud and organizing or working for fraudulent call centers separate crimes punishable by 7-12 years, awaiting President Zelensky's signature. The bill advanced after NABU alleged prosecutors took bribes since mid-2025 to shield scam call centers; five suspects were named and Prosecutor General Ruslan Kravchenko, who denies wrongdoing, was dismissed by parliament and presidential decree. Ukrainian authorities previously reported 411 searches and 94 suspected call centers shut down in one week, including a Kyiv operation that stole over $500,000 from dozens of Americans.
48
A brief history of AI executives calling for regulation
The Verge chronicles the history of AI executives, from Samuel Butler and Turing-era warnings to Altman and Musk, publicly calling for AI regulation.
The article traces recurring calls for AI regulation, from Samuel Butler's 1863 warnings and Alan Turing's 1951 lecture to Bill Joy's 2000 essay and Microsoft's 2018 facial recognition stance. Modern examples include Elon Musk's 2017 remarks to US governors, the 2023 Future of Life Institute pause letter, and Sam Altman's 2023 Senate testimony. It argues such appeals from industry leaders who profit from AI warrant skepticism.
18
Top 10 Best AWS Security Tools in 2026
Editorial roundup ranking the ten best AWS security tools of 2026, from native GuardDuty and Security Hub to CNAPPs like Wiz and Prisma Cloud.
The article recommends enabling AWS-native services first: GuardDuty for threat detection, Security Hub for posture aggregation, the free IAM Access Analyzer, plus CloudTrail logging and Config rules. It then reviews third-party platforms including Wiz, Palo Alto Prisma Cloud, CrowdStrike Falcon Cloud Security, Trend Micro Cloud One, and Orca Security. It is an editorial vendor assessment with pricing described by model only, highlighting cross-account correlation and attack-path prioritization as third-party differentiators.
15
12 Best CIEM Tools Compared (2026): Features & Pricing
Buyer's guide compares twelve CIEM tools; Microsoft discontinued Entra Permissions Management, while Tenable (Ermetic), CyberArk, and Wiz lead the 2026 scorecard.
The scorecard evaluates twelve cloud infrastructure entitlement management vendors on permission analytics depth, JIT enforcement, non-human identity coverage, pricing predictability, and bundle leverage. Tenable (Ermetic) leads at 4.70, followed by CyberArk and Wiz, while Microsoft's retirement of Entra Permissions Management (CloudKnox) forces existing customers into migration cycles. Pricing structures span per-identity, per-resource, per-workload, credit-based, and quote-based models.
18
The AI data center boom is colliding with cities scarred by big industry
Philadelphia activists rally against AI data center construction amid energy and pollution concerns, joining a wave of U.S. city moratoriums.
Residents of Philadelphia's Grays Ferry, home to a former oil refinery, launched the 'No Data Centers in Philly' campaign over pollution, noise, and resource concerns. BloombergNEF projects U.S. data centers will consume more natural gas than Germany and Japan combined by 2035. New York Governor Kathy Hochul signed an executive order pausing permits for large data center projects, and moratoriums have passed in Denver, Indianapolis, Asheville, Charlotte, and Reno.
25