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GenAI cuts B2B sales cycles by 1.2 months, shifts buyer expectations

GenAI cuts B2B sales cycles by 1.2 months, shifts buyer expectations

Generative AI may be changing how B2B buyers shop, with about 89 percent using AI at some point in their process. This suggests buyers do more research on their own and come to meetings with a shortlist and specific questions. The average B2B sales cycle appears to be getting shorter, dropping from 11.3 months to 10.1 months. Buyers seem to expect faster, clearer answers from sellers, and more value is placed on data and case studies that AI can easily understand. Experts warn that AI-driven research is harder for sellers to track, which might make it tough to measure early interest and require new ways to spot serious buyers.

CISA orders agencies to patch critical Cisco SD-WAN flaw by May 2026

CISA orders agencies to patch critical Cisco SD-WAN flaw by May 2026

CISA has ordered federal agencies to fix a serious Cisco SD-WAN security flaw (CVE-2026-20182) by May 17, 2026, or remove the affected devices. The flaw may let attackers join networks as trusted members without logging in, and there is no known workaround. Reports suggest the bug is being exploited, and agencies must use specific updated software versions or disconnect vulnerable devices. Some organizations are still struggling to update, though many have already applied the fix. Experts recommend checking for unusual activity and changes to make sure attackers have not already gained access.

Google Unveils Gemini Robotics, Gemini Robotics-ER Models for Advanced Robot Control

Google Unveils Gemini Robotics, Gemini Robotics-ER Models for Advanced Robot Control

Google has introduced new AI models, Gemini Robotics and Robotics-ER, which may help robots learn tasks more safely and efficiently by using simulation before real-world testing. These models might let developers move from virtual training to live machines faster and with less risk. Experts suggest that early uses could be in factories and warehouses, possibly lowering failure rates and making human-robot interactions safer. Some analysts believe future models may allow robots to predict the results of their actions, but challenges like safety, reliability, and data efficiency still appear to exist.

Anthropic CEO Warns AI Could Decimate Entry-Level Jobs

Anthropic CEO Warns AI Could Decimate Entry-Level Jobs

Anthropic CEO Dario Amodei warns that AI may eliminate many entry-level white collar jobs in the next few years, possibly causing a large rise in unemployment. Some research suggests that young workers and entry-level roles are most at risk, with AI likely to automate repetitive tasks first. Early studies find employment drops among young people in jobs exposed to AI, and experts say up to half of U.S. jobs could be changed by AI soon. There are suggestions for support like training and apprenticeships, but it is not clear if these efforts will keep up with how fast companies adopt AI. If job support does not match AI adoption, Amodei's prediction of big job losses may come true for many starting their careers.

Decart raises $300M, partners with Nvidia to optimize AI models

Decart raises $300M, partners with Nvidia to optimize AI models

Decart has raised about $300 million in early 2026 and is working with Nvidia to help optimize AI models for different types of computer chips. The company says its platform may speed up the time needed to tune AI models and can work across many types of hardware, like Nvidia, Amazon, and Google chips. Early reports suggest Decart's tools might lower costs by a large amount, but there is uncertainty about whether these results will last as technology changes. Amazon is also testing Decart's platform, which may signal trust in its ability to work on many chips. Whether Decart's cost savings continue as chips and memory become more complex will likely impact how many companies use it in the future.

Publicis acquires LiveRamp for $2.2 billion, sparking ad tech debate

Publicis acquires LiveRamp for $2.2 billion, sparking ad tech debate

Publicis is buying LiveRamp for $2.2 billion, which may change how ad tech companies work together. Experts say this deal suggests a shift toward owning the key technology behind ads, instead of just running campaigns. Some people worry that LiveRamp, once seen as a neutral platform, might not stay that way when owned by Publicis. The companies promise the platform will stay open to everyone, but some agencies are still concerned about fairness and data security. The deal is not final until 2026, and it may lead to more companies looking for other options if they feel the platform is no longer neutral.

SpaceX S-1 Filing Targets $75B Raise at $1.75T Valuation

SpaceX S-1 Filing Targets $75B Raise at $1.75T Valuation

SpaceX's S-1 filing aims to raise about $75 billion at a possible $1.75 trillion value, which may set a US IPO record. The company describes itself as focused on launch, satellite connectivity, and AI, with executive rewards linked to big goals like a human colony on Mars. Reports suggest only the Starlink division makes a profit, while other areas like launch services and AI are losing money for now. Much of the company's future value appears to rely on ideas and plans, not current profits, and some analysts warn the valuation might depend heavily on belief in SpaceX's long-term vision. The filing suggests there could be big risks if things like rocket launches or satellite growth do not go as planned.

Shai-Hulud Worm Compromises 170+ npm, PyPI Packages in May 2026

Shai-Hulud Worm Compromises 170+ npm, PyPI Packages in May 2026

In May 2026, the Shai-Hulud worm quickly spread through npm and PyPI packages, affecting over 170 npm and two PyPI packages within hours. The worm may have spread by stealing credentials and using automated scripts, allowing it to create many more infected packages. Attackers also managed to forge trusted build certificates, which suggests that just checking where software comes from may not be enough to ensure safety. Researchers warn that defending against this kind of attack may require stronger identity checks, better monitoring, and more careful validation of software packages.

Google updates Search with Gemini AI and Android XR glasses

Google updates Search with Gemini AI and Android XR glasses

Google is updating Search with its new Gemini AI model and launching Android XR glasses, which may change how people find information. The new Search uses AI to give more conversational answers and lets users create agents to monitor information for them. Features like SynthID and C2PA may help users check if images are made by AI, adding a trust layer. XR glasses, coming soon, could make searching easier by letting people look at something and get information, but issues like battery life and privacy might slow adoption. Experts suggest these tools might move people away from traditional web searching and make AI-driven, always-on discovery more common.

GitHub breach exposes 3,800 repos via malicious VS Code extension

GitHub breach exposes 3,800 repos via malicious VS Code extension

A GitHub breach may have exposed about 3,800 internal projects after an employee installed a malicious VS Code extension linked to TeamPCP. The attack appears to have only stolen company code, and GitHub quickly rotated secrets and isolated the infected computer. Investigators have not yet shared the full attack method, but experts suggest that reused tokens and extension malware might be involved. Security teams are advising better control of developer tools and careful monitoring. It remains uncertain if attackers tried to stay inside GitHub systems or if more attacks may follow.

Jury clears OpenAI in Musk lawsuit, removes IPO hurdle

Jury clears OpenAI in Musk lawsuit, removes IPO hurdle

A jury found against Elon Musk's claims toward OpenAI, which may remove a big legal barrier to the company's possible public listing. However, OpenAI still faces several other lawsuits and regulatory questions that could affect its plans. The company appears to be preparing for an IPO later this year, but timing might change if legal or regulatory issues grow. Ongoing cases and OpenAI's unique structure could still influence whether or when it goes public. Further developments may shape what investors think before any official stock market filing.

Shai-Hulud Worm Forges Sigstore Provenance, Infects npm and PyPI

Shai-Hulud Worm Forges Sigstore Provenance, Infects npm and PyPI

The Shai-Hulud worm quickly spread through npm and PyPI packages, forging Sigstore provenance to look like trusted builds. Investigators say the attack mixed old account takeover tricks with new ways to hijack CI pipelines, and did not need stolen credentials at first. The worm's payloads could steal credentials, set up persistence in code editor configs, and sometimes wipe disks if the computer matched certain locations. Experts suggest this attack may have both money and geopolitical motives. It is still unclear how common forged provenance will become, but early signs show attackers may prefer tricks that fool trust checks over brute force methods.

OpenAI's GPT-5.2 integrates verifiable reasoning; Anthropic nears $30B revenue

OpenAI's GPT-5.2 integrates verifiable reasoning; Anthropic nears $30B revenue

OpenAI's GPT-5.2 now combines long-term reasoning with more careful checking of its answers, and can help with formal proof attempts, though expert review is still needed. Around the same time, Anthropic reported deals for a large amount of computing power and said its yearly revenue rate may be close to $30 billion. Benchmarks for AIs now focus on answers that can be checked for correctness, but only about half of recent AI-made proofs earned high confidence from experts. There may be risks in assuming AIs are always right, and companies might need new ways to check their work and plan for changing costs. The future of AI seems to depend on how proof, computing power, and company organization work together, not just on any one of these factors alone.

White House Proposes 90-Day AI Model Review Before Public Release

White House Proposes 90-Day AI Model Review Before Public Release

The White House has proposed a 90-day review period for advanced AI systems before they are released to the public. This review may be voluntary at first, but could become a standard if major AI companies take part. The plan suggests government agencies would check these AI models for safety and security risks, focusing on threats like cyber or chemical misuse. Some details, such as how the review would work and if it will always be voluntary, remain unclear. Companies may need to adjust their schedules and prepare for possible delays if the order is signed soon.

GitHub employee installs malicious VS Code extension, exposing 3,800 repos

GitHub employee installs malicious VS Code extension, exposing 3,800 repos

A GitHub employee may have exposed about 3,800 internal projects after installing a malicious Visual Studio Code extension linked to TeamPCP. The attacker appears to have cloned these private repositories, but GitHub says there is no evidence that customer data was leaked. Security experts suggest the attack is part of a larger Shai-Hulud campaign that targets software supply chains. Investigations are ongoing, and it is not clear what specific data was taken from the repositories. This case suggests companies should be careful with third-party developer tools, as they may create security risks.