The AI Industry is growing up fast. New model releases are now a regular Event and Premium Ai Features are Quickly Overtaken by free or freemium alternatives.
Exhibit a: Openai Unveiled Its Deep Research Tool, Which Can Write Reports on Complex Topics in Minutes, AS Part of Its $ 200-A-month Pro Package, But Rival Perplexity Gives Non-SABALX NON-SABALX NON-SABESCISCISCIS Access to its Deep Research Assistant Free of Charge. (YES, Google Gemini’s Agentic Research Assistant is also called Deep Research.)
With fewer fundamental breakthroughs, the likes of openai, anthropic, and xai are slugging it out over incremental improvements in search and reasons. As ai pricing falls and performance gaps close, the focus has shifted from novelty applications to finding real business value.
It’s a new era for ai
Agentic AI is the game-corner. Gartner forecasts that 33% of enterprise software applications Autonomously by ai agents, Hiking Business Productivity and Freeing Up Workers for More Strategic Tasks.
It’s probally no surprise, then, that openai – will first took 4.5 years to launch chat “without any idea of who our customer was going to First-Ever Product Roadmap. Nothing says “maturing market” like a product roadmap.
As Finn Murphy, A Founder and Venture Capitalist, Posted on X from the Ai Action Summit in Paris, where the eu said it would “Mobilize” € 200 billion for Ai Investment: Technical Breakthroughs Being Announced is over and the era of policy, partnerships, and money announs are here. “
Security matters
Growing up brings responsibilities, of courses, especially at the Enterprise Level. Among the 1,803 C-Suite Executives Surveyed for the Boston Consulting Group (BCG) AI Radar, Published in January, 76% recognized that their ai ai cybersecurity measuresures Need Furious Improwment. If anything, that number should be closer to 100%.
Execs Ranked Data Privacy and Security as the Top Ai Risk. Regulatory challenges and compliance also featured strongly. Their fears are not unfounded: AI Applications Open Up A New Attack Surface for Threat Actor and Security Researchers have Alredy Successed in “Breaking” All of the World-Class Ai Models to Some Extent to Some Extent.
Still, It Took the Shock Arrival of China’s Deepsek to Properly push ai security into the mainstream. It is notable that consumers and corporates have concerns about a chinese entity having their data but seem content that us and europe-based entities-WHICH IMPOSE ALMOSE ALMOST IDENTICL TERMS and COILL COILLE It secure. Security must be a key consider for all ai models, not just there built (or hosted) outside the US.
History shows us that bad actors are often the earliest adopters of new technology, from wire fraud to phone, text and email phishing scams. In an agentic world, where ai agents have been access to critical business information and in-in-in-in applications, the blast radius from any attack may be exponitive.
Think Like an attacker
It’s often said that the best defense is to think an attacker. Today, that means using agentic warfare to comprehensive test ai-driven systems for vulnerabilityes long before they see the light of day. Automated Red-Teaming is the new standard in testing ai with speed, complexity, and scale.
At always step, security has to sit along As much as cost, security-to-pharymance will be a key metric in model and app selection; This is a one-way-door decision for safe and successful AI implements.
Interestingly, the BCG Survey Reports that “The Intuistic, Friendly Feel of Genai Masks The Discipline, Commitment, And Hard Work Required” to introduce ai in the workplace. IT IS Hard work but the rewards should be significant.
Just as Software LED to Era-Defining Leaps innovation and Productivity, Agentic Ai Promies Great Advances in All Sector-AS long as second in from the lead.
Donnchadh casy is ceo of caalypsoai.
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