From the archive
AI agents use language models and software tools to plan tasks, write code and carry out multi-step work. Follow the latest AI agent news, coding assistants and automation frameworks, with attention to reliability, permissions and human oversight. Read the source-linked reports to understand what each system can actually do, where it still fails and what changes for developers and businesses.
Lead story
AMD has introduced ROCm Hyperloom, an open-source multi-agent harness that profiles, optimises and validates AI inference workloads on AMD Instinct GPUs. AMD says it delivered validated throughput improvements ranging from 1.35x to 7.31x across supported serving frameworks, without human intervention. That makes this more than another software cupboard…
Read the report & discussion ↗OpenAI Watch
OpenAI is developing features to compete with rival AI agents, including SpaceX’s Grok Bot, and is considering a personal assistant aimed at Meta’s Muse, The Information reports. The important point is that OpenAI appears to be moving from offering agent technology inside ChatGPT and Codex towards packaging it…
OpenClaw Watch
OpenClaw says a Trail of Bits security audit found 23 confirmed vulnerabilities across the project, including two rated high severity, and that every actionable issue has now been repaired. The useful detail is not simply the number of bugs, but the recurring failure pattern: permissions could disappear between…
AWS AI Watch
Google and Amazon have topped GlobalData’s latest assessment of cloud-based enterprise AI platforms, as buyers increasingly judge AI services by governance, agent controls and cost management rather than model sparkle alone. The ranking matters because enterprise AI is moving from experimentation into systems that need to be monitored,…
Watch Desk
Microsoft, AWS and Cognizant are building large teams to put frontier AI into working businesses, shifting the contest from who has the cleverest model to who can make it useful, governed and financially defensible. The AI Magazine report describes a new enterprise battleground where deployment expertise is becoming…
Microsoft AI Watch
Alzheimer’s Society is rolling out Microsoft Copilot and task-specific AI agents across its organisation, with the practical aim of cutting administration so advisers can spend more time supporting people affected by dementia. The useful detail is not that a charity has added another chatbot to the furniture. It…
AWS AI Watch
AWS is expanding its AI security push as agents gain access to customer data, transactions and other sensitive systems. The central shift is practical: organisations are being urged to pair AI tools with controls that sit outside the model, continuous monitoring and human oversight for high-stakes decisions.
ASML Watch
The next constraint on AI expansion may not be money, models or demand. VanEck product manager Nick Frasse says the industry’s pace is being set by the slow, stubborn business of building chip factories, data centres and the machinery inside them. ASML, TSMC and memory suppliers sit at…
Anthropic Watch
Anthropic co-founder Jack Clark says the skills that matter in an AI-shaped job market may be less about rote programming and more about asking good questions, combining ideas and thinking critically. His argument is personal as well as professional: Clark studied English literature and creative writing before helping…
Watch Desk
A MarkTechPost comparison of 11 open-source agent harnesses shows that running AI locally is no longer one problem with one obvious answer. The practical choice now depends on whether you value sandboxing, coding power, messaging, hardware flexibility or sheer simplicity.
Watch Desk
A new Hugging Face guide argues that AI agents should be judged on how they recover from failure, not merely whether they finish a task. The useful shift is from “did it work?” to “what happened after it went wrong, and what did recovery cost?”
AWS AI Watch
AWS has published a detailed account of how Wood Mackenzie built a shared platform for its internal and customer-facing AI agents. The important bit is architectural: one managed foundation handles identity, scaling, memory, observability and guardrails, so each team does not have to rebuild the same machinery before…
Watch Desk
ScalablyAI tried to improve a production AI agent by fine-tuning it on its own recorded work. The US$53.88 experiment produced a real gain on recovery tasks, but also degraded clean decisions, so both adapters were rejected and nothing was deployed. That is a much more useful self-improvement story…
DeepSeek Watch
A DeepSeek engineer says AI-written GPU kernels could match or exceed his own work within six to 12 months, while a separate NVIDIA experiment shows a narrower version of that workflow already producing numerically correct code. The important shift is from AI assisting with low-level optimisation to agents…
Watch Desk
Autonomous.ai is selling a $299 pyramid-shaped computer called Intern 2 for running AI agents such as Hermes and OpenClaw away from your main laptop. The interesting part is not the glowing capstone. It is the attempt to make unsupervised agent work feel like an appliance rather than a…
OpenClaw Watch
More than 400 developers, entrepreneurs, students and technology professionals gathered at Strathmore University in Nairobi for ClawCon, a community-led conference focused on personal AI agents. The event matters because it shows OpenClaw being discussed not merely as a chatbot, but as a configurable assistant that can act across…
Microsoft AI Watch
Microsoft has added Mistral Medium 3.5 to Copilot Studio for agent building and orchestration, giving organisations another model choice while keeping access behind two administrator approvals. The practical point is less “more models” than more control over where and how enterprise agents are run.
Cohere Watch
Cohere and OpenText have announced a strategic partnership aimed at putting AI agents into production for governments and regulated industries. The practical change is a planned connection between Cohere’s North platform and models and OpenText’s Aviator AI agents, with customers able to deploy the combined systems on-premises or…
Watch Desk
OpenClaw founder Peter Steinberger has invested in Austrian RegTech company signteq, which is using a new funding round to build infrastructure for verifying what AI agents are allowed to do. The practical significance is bigger than one angel investment: as software starts preparing purchases, triggering payments and signing…
