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What Did the ‘Black October’ Vulnerabilities Show Cyber About AI?
Was this year’s cybersecurity October surprise a shock to the system or overblown? Dubbed “Black October,” the month saw several vulnerability and bug disclosures that sent concerns rippling through the cybersecurity community. The most significant announcements over those 31 days were a pair of critical vulnerabilities, CVE-2026-109618 and CVE-2026-109619, discovered in PHP, the open-source scripting language that reportedly runs about 70 percent of the web. These critical remote code execution (RCE) vulnerabilities each have a CVSS rating of 9.2. Researchers at Palo Alto Networks Unit 42 initially uncovered about 22.6 million exposed instances potentially vulnerable to these PHP2Shell flaws. Another notable part of these disclosures is that researchers with Palo Alto Networks and others used OpenAI’s GPT-5.6 Sol, an advanced large language model designed to help solve complex mathematical, computational and cybersecurity problems, to uncover these flaws. Following those initial discl
Your Team Grew. Your Job Should Change Too.
A growing engineering team can change a manager’s job before anyone changes the expectations that come with it. Code reviews, technical decisions and delivery questions still need answers. Meanwhile, more direct reports need feedback, support and room to develop their own judgment. Keeping every responsibility can leave a manager stretched across work that increasingly competes for the same hours. Deciding what to give up is difficult when technical involvement helped establish your credibility in the first place. But a larger team calls for deliberate choices about who owns the work, who can make decisions and when the manager needs to step in. The challenge is to preserve accountability while creating enough space for other people to lead - and enough time to do the management work the team now needs. Identify Where the Team Is Waiting on You A full calendar can tell you that you’re busy. A closer look reveals which responsibilities belong on someone else’s calendar. Jason Long, foun
Foundational Coding Skills Still Essential In The Age Of AI
An efficiency gap is emerging when it comes to double-checking the work of artificial intelligence. In fact, Anthropic researchers recently surveyed 52 software engineers using Python to find out how AI affected their own abilities to produce and understand code. It assessed participants in four areas: debugging, code reading, code writing and conceptual understanding. Participants who used AI averaged 50% on the quiz, compared with 67% for those who coded by hand. The results raised concerns about whether software engineers who rely on AI can recognize when code is incorrect. “Productivity benefits may come at the cost of skills necessary to validate AI-written code if junior engineers’ skill development has been stunted by using AI in the first place,” an Anthropic blog post stated. Code literacy and foundational coding skills will be essential for checking AI-generated code, and for stepping in manually when that code breaks down. “Deep fundamentals are the superpower,” says Fisayo
Posts, prompts and politics: Careless talk costs careers
In World War 2, United States and United Kingdom authorities created war slogans like “Loose lips might sink ships” and “Careless talk costs lives.” You never knew who might be interested in troop deployments or other military information. Sharing confidential information today might not reveal troop deployments, but it can wreak havoc just the same. British jeweller Gerald Ratner did just that in 1991 by dissing his company’s sherry decanter set (then selling for about $8) as total crap during a public speech and joking that a pair of their earrings wouldn’t last as long as a prawn sandwich. The result was a $1 billion loss in market capitalization! Here are a few more things you should always be mindful of. Posting Online Even if you say only nice things, be cautious when posting anything about your employer. Other employees may see things differently; for example, they might bear a grudge against your employer, and that could change how they perceive you and negatively impact work d
AI risks: What’s hype, what’s real and what’s next
AI has become an everyday item in society. Approximately 50% of the US population now uses chatbots and 20-25% use generative AI for creating images and more. There are concerns that AI poses a risk to humanity, but it comes in different ways. Here are five possible types of threats. The AI robot apocalypse? Let’s dispel the science-fiction notion that AI is going to destroy us via rampaging terminators after a nuclear war. AIs do make mistakes (hallucinations), so giving them launch control of nuclear missiles would be a very stupid thing to do. But AI controlled weapons do exist, for example robot sentry machine-guns are used to guard areas near hot spots like the Korean Demilitarized zone. You can even buy the non-lethal version to protect your home; they fire paint balls instead to mark intruders! Another example of AI controlled weaponry would be drones, both Ukraine and Russia claim they have used them to kill soldiers on the ground but the overall attitude to autonomous drones k