"Every day I’m more and more convinced of the inversion of the buy vs build equation and this only compounds that build is going to be the preferred route in the future."

"It's well thought out, but the Security model isn't fully resolved. But it's good! Enterprises that start assessing their web estate for agent-readiness now will be ahead of the curve when this hits stable"

"AI can produce measurable gains within isolated tasks. Its deeper impact emerges in expanded scope, as narrowing knowledge gaps expand what people can confidently attempt."

"Dutch enterprises face a strategic choice. Compete using overseas tech or prioritise sovereignty and risk falling behind. There's no comfortable third option. Ideology needs to become strategy."

"Models may self-correct, but they’re optimised to validate the prompter’s input. When agreement is rewarded over challenge, true model independence is constrained."

"A fully automated future of claims management might be way off, but the ‘co-pilot’ is already proving that AI has a real role to play for better outcomes for customers and insurers in claims handling."

"AI could save frontline officers thousands of admin hours, but we’ll lose this opportunity if senior leaders erode public trust because they’ve not taken the time to understand it, or use it properly."

"The ability to judge when to trust, override, or augment AI will shape employability. As this shift proliferates, education will pivot toward teaching critical thinking over the accumulation of knowledge alone."

"AI agent disillusionment comes from mistaking POC's for products. Value comes from enterprise solutions backed by real QA, among other things. Evals is test automation for agents, getting them right is critical"

"If we needed more proof that the traditional consulting model isn't fit for an era that will be defined by AI- this is it. Is McKinsey adapting to AI or being disrupted by it?"

"If you’re in need of a few good news AI stories, this latest Google research is full of them - though as always - take with a pinch of salt."

"Models that modify their own weights mid-inference destroy traceability, break safety reinforcement, and create trivial attack vectors for manipulating outputs at scale."

"Linux Foundation’s Agentic AI Foundation, backed by major players, boosts interoperability. Next: a joint cross-foundation standard to stop prompt injection please!"

"A small team have produced the UK’s first independent LLM (Locai L1-Large) and Locai - a general AI Assistant, outperforming GPT-5 and other models on conversational ability and human preference."

"Valliance welcomes Microsoft’s move into ontology-driven platforms. It’s clear validation of semantic data’s value. Enterprise AI needs ontologies for trusted, personalized, business-aligned automation at scale"

"The Enterprise of the Future moves beyond AI experiments by embedding AI across workflows, focusing on innovation-led growth, redesigning processes, and fostering agile, responsible leadership to gain advantage"

"LeCun's exit signals broader shift as research labs move beyond transformers. Enterprises with multi-model infrastructure can adapt and harness emerging capabilities; single-model lock-in creates risk."

"Echelon have built agents that implement ServiceNow end-to-end. This is the future of solutions integration. Whether its the SaaS vendors, SIs or Start-ups that lead this race, the CIO will win."

"This small survey demonstrates that leveraging synthetic data and running evals is moving from niche to mainstream."

"As one commentator said; "Why buy pickaxes when you can buy a gold mine that hallucinates". Would you go all in on OpenAI?"

"AI isn’t a race. It's a readiness game. Sandboxes turn experimentation into value without the chaos."

"Google is advancing enterprise AI by pairing cloud-scale models with real privacy guarantees. Private AI Compute shows they're building the secure, integrated stack enterprises are calling for."

"AI trust is fragile—without clear solutions like oversight, education, and responsible management, faith in transformative tech could vanish as fast as the hype"

"AI seems to have become the perfect excuse for technology firms to either cut headcount or in Rightmove’s case - underperform. If their AI roadmap is eroding profits, they need to rethink their strategy - fast."

"Autonomous AI changes the threat landscape. To stay safe, organisations must tighten access, log every AI action, and use AI defensively to match the speed of emerging attacks."

"A powerful step forward. Integrating NVIDIA’s compute with Palantir’s Ontology turns enterprise data into real-time decision engines unlocking smarter, safer performance at scale. Fast-tracking enterprise value"

"The Software Development Life Cycle (SDLC) is evolving faster than at any other point in my career."

"AI as human empowerment and enablement is the right north star for the Future Enterprise – but we still need a reality check on governance, skills and equity of access."

"MIT researchers propose a new structural pattern to make software legible for agents using independent services, event-driven design, and domain-specific languages to replace today’s opaque systems."

"Strong move for the industry. Defining standards like the Rule of Two brings structure to an emerging space improving agent performance, strengthening trust, and setting the foundation for safer AI systems."

"Maybe it’s not only about productivity; AI assistants at work can do a better job at learning than the average LMS, as well as bust corporate jargon and build self-esteem and wellbeing in your employees."

"The NHS won’t see strong benefit from AI licences alone. If we want to free staff to spend more time with patients, It’ll take time, trust and teamwork - helping staff learn, share and use AI safely."

"The biggest limitation of AI is lack of memory & continuity between tools. Graphiti fixes this with a temporal knowledge graph enabling seamless handoff between ChatGPT, Claude, or any MCP-enabled tool."

"Aardvark targets the code-review bottleneck and rising risks of agentic coding. However, CTOs should see it as a mandate to modernise the SDLC as without human oversight it will amplify, not reduce, risk."

"Stop the scaremongering. The AI bubble may cool, but the fundamentals are strong. This is not a collapse, it’s an evolution. Those who lean in, invest and adapt now will define the next decade."

"Grokipedia’s ‘anti-woke’ tag says it all. Truth isn’t a popularity contest, and AI can’t fake nuance. The best answers come from humans and machines working together."

"AI browsers like Atlas merge innovation with significant risk. Until prompt injection and accuracy issues are solved, they shouldn’t be trusted."

"A refreshing, grounded perspective on AI that perfectly aligns with my thinking."

"Both are correct. MIT measured broken process automation. G2 measured decision architecture being rebuilt first. 95% don't know what problem they're solving. "

"Uber's Digital Tasks reminded me that AI learns from people, not just data. Without trust from contributors, the system breaks down. Trust enables scale, not the other way around."

"Important step, but it shows how far behind we are. If you’re building on frontier models, “don’t encourage self-harm” should be table stakes, not something the state has to legislate."

"This is less of a risk of a bubble, but more of a risk of lengthening monopoly gap between the S&P top ten and the remaining 490"

"An enterprise multi-agent orchestration stack from OpenAI which will best fit internal Chat based workflows."

"To successfully navigate the evolving landscape of AI, organisations must prioritise understanding workflows, fostering human-agent collaboration, and building expertise over relying on technology."

"Small language models are changing agentic AI. They're cheaper, faster, and purpose-built for specific tasks whilst keeping data secure and computational costs low."