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National Cyber Director Sean Cairncross announced at Black Hat 2026 that the administration will bypass new AI regulations in favor of voluntary industry-government information-sharing, a deregulatory stance facing renewed scrutiny after OpenAI models reportedly escaped a test environment to hack Hugging Face last month.
Tails issued an emergency 7.10.1 update to patch a critical Linux kernel vulnerability (CVE-2026-64560) that could allow a malicious website to escalate privileges and completely deanonymize Tor Browser users, alongside secondary security fixes for the Expat XML library.
OpenAI and WhatsApp dismantled a Cambodian cybercrime syndicate that leveraged ChatGPT to generate synthetic personas, forge legal documents, and translate communications for complex financial fraud and romance scams linked to forced labor operations.
Arista recorded its first $3 billion quarter as demand grew across AI data center fabrics, enterprise campuses, routing, and cloud networking. The company raised its annual growth forecast to 40% and said component availability and lead times are improving after securing longer-term agreements for memory, chips, optics, and cooling equipment.
Microsoft is assigning each department a limited pool of AI tokens as it tries to control the rising cost of internal GitHub Copilot usage. The move suggests that even one of the industry's largest AI investors is beginning to apply traditional budgeting and usage controls to inference spending.
Microsoft identified a self-propagating supply chain attack affecting more than 400 npm packages. The malware steals npm, GitHub, AWS, Kubernetes, and HashiCorp Vault credentials from developer machines and CI systems, then uses stolen publishing tokens to infect and republish additional packages automatically.
Enterprise AI agents underdeliver not because they lack peak capability, but because reliability, benchmark quality, agent-specific errors, and alignment remain difficult problems. Agent reliability falls sharply as workflows require more steps, while interrun variance creates a large gap between what models can achieve on a best attempt and what users can count on in production. Consistency and evaluation design can expose this gap.
Apple is reportedly struggling to secure enough memory for upcoming products despite its enormous purchasing power and supplier relationships. The shortage could mean longer hardware lead times and higher prices for smaller manufacturers and enterprise buyers competing for the same components.
AI applications increasingly operate across public clouds, private infrastructure, edge locations, and enterprise systems, creating traffic patterns that conventional networks were not designed to support. Networks must become more distributed, observable, and adaptable rather than remain a passive transport layer.
Red Hat has launched asago, an open source community project intended to help enterprises automate AI governance and deploy systems more safely. Supported by organizations including Microsoft and IBM Research, the framework translates corporate and regulatory policies into risk assessments, automated safety tests, mitigations, deployment configurations, and a continuous audit trail.
ServiceNow has introduced six unified security offerings that cover exposure management, application security, identity, cyber-physical systems, incident response, and compliance. New AI specialists can perform tasks such as vulnerability triage, low-risk remediation, incident investigation, access revocation, and continuous control monitoring.
DataBahn has launched a platform that lets security teams search data across SIEMs, data lakes, object storage, and archives without copying everything into a central index. Its investigation agent can correlate results using enterprise context and return a cited timeline while operating through governed and audited connections.
A context graph is presented as a persistent memory system for AI agents, connecting enterprise knowledge, conversation history, tool evidence, and decision traces. This connected structure helps agents maintain context across sessions, produce more relevant and accurate answers, explain decisions, learn from prior cases, and support auditable workflows.
Amazon, Google, and Microsoft are collectively planning hundreds of billions of dollars in infrastructure spending as cloud and AI demand continues to exceed available capacity. AWS alone now expects approximately $220 billion in 2026 capital spending and says it still will not have enough capacity to satisfy all demand through 2027.
Nvidia-backed cloud startup Volta emerged from stealth with $300 million in funding and plans to develop more than 1 GW of AI data center capacity across Europe and North America. Its first project is a 133 MW facility in Norway tied to a claimed $10 billion compute agreement with an unnamed AI lab reportedly identified as Anthropic.
Rubrik Agent Identity monitors AI agents and MCP connections at runtime and issues scoped, short-lived permissions for individual tool calls through integrations with Okta and Microsoft Entra ID.
Hughes Network Systems filed for Chapter 11 after it was unable to repay $1.5 billion in debt.
US shopping splits along two mindsets more than it splits along gender itself: value-seeking shoppers who respond to deals and proof, and convenience-seeking shoppers who respond to clarity and speed. Women skew more value-seeking (76% use deals vs 63% of men) and lean on influencers and social channels for discovery, while men skew toward paying for quality and time savings and lean on search. Loyalty enrollment follows the same split: 76% of women belong to a rewards program versus 68% of men, which means creative, channel, and retention strategy should target mindset rather than assume one message works for everyone.
The brands leading repeat-purchase rankings this quarter did not win with better rewards - they won by making it structurally costly to leave. A subscription bundle for Amazon, a membership fee for Costco, and 220 million enrolled profiles feeding pricing decisions for McDonald's. That distinction only shows up in deterministic transaction data, not brand surveys, since self-reported preference and actual repeat spending diverge once a real switching cost is in place. McDonald's illustrates the limit of that advantage: its loyalty base grew 13% while US foot traffic fell 4.5% in the same quarter.
PF Chang's built a social engine designed for speed. A small core team works with freelance creators and agencies to launch content within hours, not weeks. The model favors influencer partnerships and reactive cultural moments over heavy planning. That approach has generated over 200M views and $11M in earned media value. Leadership trust removes approval bottlenecks.
Cleaning up crawl waste can improve SEO even if unwanted URLs stay indexed for months. This Shopify store blocked parameter-based URLs that consumed 30% to 40% of crawl budget and fixed internal links so Google focused on valuable pages instead. About 120,000 blocked URLs remained indexed at first, but Google later removed more than 111,000 of them over 2 months without extra deindexing work.
tl;dv is a meeting recording and AI note-taking tool. It treats LinkedIn like something people watch, not scroll. The team posts through individuals instead of a brand account. They lean into humor and fast reactions. Loose structure keeps ideas moving without overthinking.
PostHog used Rareform to transform and upcycle its old billboards into one-of-a-kind vinyl duffel bags.
Agentic marketing replaces traditional rule-based automation with AI agents that make decisions and adapt based on results. While traditional automation requires you to map every workflow in advance, agents determine the steps needed to reach an outcome and use tools to execute tasks. This guide explains how agents can support workflows like engagement tracking and content repurposing while keeping humans in control of strategy and final approvals.
Online communities work best as long-term customer marketing infrastructure that fuels advocacy, referrals, support, and product feedback instead of acting as another campaign or loyalty program. Build peer-to-peer spaces around a shared purpose and integrate them into the customer journey because customers will gather somewhere whether a brand hosts the conversation or not. Giffgaff's community building made members 248% more likely to refer a friend and drove significant new customer referrals. Strong communities also reduce marketing and support costs because members create content, answer questions, and identify advocates who can support case studies, events, and customer references.
Google AI Overviews recommend providers in most legal searches, so educational content now plays a central role in winning visibility. AI named at least one provider in 59% of all answers and in 92% of commercial queries, yet those recommendations almost always appeared alongside legal guidance instead of as a simple list. Google also ran an average of 6.4 hidden searches for every query, including informational research and reputation checks, so strong educational content and credible third-party signals both influence recommendations. No firm dominates the results, which leaves significant opportunity for brands that publish useful content and build a strong reputation.
AI slop is less a tooling issue and more a byproduct of how teams operate. Rising pressure to publish more without added resources pushes teams toward volume over quality, with AI accelerating output but not improving results. Data shows 94% use AI, yet 45% still struggle with quality and 73% say standing out is harder. The real value of AI is removing production friction, not making creative decisions. When used to replace judgment instead of support it, content quality drops.
X brought in $367 million in ad revenue last quarter, down from the $1.08 billion Twitter posted in the same quarter of 2022.
Selected TikTok creators can now opt into having their Disney-inspired fan edits republished inside Disney+'s vertical Verts tab.
Siri AI will instantly become the world's most widely distributed AI chatbot when it is released in the fall in iOS 27. It excels at answering questions about on-screen data, and it can control device settings, send messages, and make phone calls, but ChatGPT has better conversational skills, advanced productivity features, and third-party integrations. This article compares the two chatbots to see how they stack up.
SpaceX plans to compete directly with mobile phone carriers in the US by complementing its satellite-based internet service with land-based infrastructure. The plan will require billions of dollars in investment into physical infrastructure. AT&T, T-Mobile, and Verizon have already said they will not give SpaceX access to their networks in a mobile virtual network operator capacity. They have formed a venture that aims to make satellite capabilities more readily available to mobile phone customers.
A discarded upper stage of a Falcon 9 rocket unintentionally crashed into the Moon early this morning. The four-ton rocket stage will hit the Moon at 5,400 miles per hour. It is unknown whether the flash from the crash and the resulting plume of debris and dust will be observable. Understanding the physics of such impacts could be crucial for people living on the Moon in the future.
Samsung's new memory system vertically stacks high-bandwidth memory on top of AI accelerators. It delivers about eight times the performance and more than 10 times the memory density of next-generation HBM5. Samsung plans to ramp up production of HBM4 in the second half of this year. It has yet to offer a definitive timeline for HBM5 or this future technology.
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GitHub stacked pull requests give developers and their agents a native way to decompose work that otherwise lands in a giant pull request. It turns pull requests into a chain of small, focused, and independently reviewable layers, each scoped to a single concern. This post explains how to use stacked pull requests to simplify reviews.
Cloudflare Codex is a shared source of engineering guidance built for people and agents. It is a governed set of engineering standards that agents can retrieve and apply at the point of work. The guidance informs code review, technical design review, incident report review, and many other use cases. This post explains why Cloudflare built Codex and how it supports the engineering lifecycle.
Huawei's top semiconductor scientist, Liao Heng, recently appeared on a four-hour-long interview where he discussed the best path forward in chip design, addressed some of the hardships Huawei faced when US sanctions cut it off from global chipmaking suppliers, and lauded Huawei's novel Tau Scaling Law approach. The appearance was a signal of confidence from the company. Huawei's Tau Scaling Law proposes focusing on improving transmission speeds between parts in a computer system. The company is set to soon unveil its first smartphone chip designed under that framework.
We already employ mathematicians because we think human understanding of math, even without industrial applications, is inherently worthwhile. This isn't likely to change in the age of AI. Human understanding of mathematics will still be valuable. The technology will also allow humans to come up with much harder problems to solve.
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Experts estimate that AI will give knowledge workers back about 30% of their day by 2030.
Microsoft has introduced new limits to how much its engineers can spend on AI tools at work.
A breakdown of the data that Codex sends.
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SpaceX plans to launch gigabit V3 satellites into operational orbit during the next Starship test flight.
OpenAI says that Apple was sloppy about securing files after employees left and has denied allegations that the employees it hired from Apple were involved in theft.
Bending Spoons typically acquires companies that are trading at a decent discount to their private valuations, trims the staff, streamlines products, and tries to make them run profitably.
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The value of IBM Bob, an AI development partner, isn't simply that it writes code. It also helps turn messy discovery work into artifacts engineers can review, test and reuse. For developers, Bob helps reduce discovery work time by analyzing systems, generating work that fits team conventions and supporting the software development lifecycle. CrushBank developers used IBM Bob to reason through architecture, move into implementation and inspected generated changes without leaving the workflow. Bob helped identify patterns, build ingestion paths and create solutions while keeping developers in control through code reviews, sensitive data scanning, test harnesses and human peer review.