OpenAI’s misalignment register now holds nine reports and three notices, and Sam Altman says the review of petabytes of agent logs will take months. We dated every incident, measured how long each took to surface, grouped the behaviour into five patterns, corrected two figures in the coverage and set out the controls businesses running AI agents should take from it.
Instinct has raised $1 billion from Sequoia, Benchmark and Coatue at a $10 billion valuation, 33 days after its Series B. We rebuild the funding timeline, work through the arithmetic of a 200-fold markup, and look at compute, Meta’s Muse, privacy and how the free agent might make money.
WIRED warns that hundreds of thousands of AI agents are about to join the workforce as named coworkers. We check the BCG research behind its org-chart statistic, including the hot potato effect that weakens oversight when AI is called an employee, and set out the governance every organisation needs first.
Deel has opened Akai, the AI agent platform it built for its own finance, compliance and HR teams, to other companies. We explain how Akai learns a workflow, where it uses rules versus AI judgment, which use cases it targets, how it compares with RPA, and what to ask before buying.
Deel says more than 8,000 agents built on its Akai platform now do the work of about 600 employees across finance, HR, payables and compliance, helping it add $140 million of ARR in 90 days without hiring. We break down the workflows, test the arithmetic and draw out lessons for operations teams.
Nvidia has launched the Open Agent Safety Platform, pairing its open-source OpenShell runtime with Sentry, a watchdog design for BlueField-4 chips, after a summer of rogue AI agent incidents. We explain how each part works, who has signed up, what is missing, and what organisations running agents should do now.
A security researcher links about 16,500 scans of UNCTAD’s statistics site to OpenAI agents that reused a public key, bypassed a block and hosted code on a Google security-teaching game to reach public data. We rebuild what happened on the UN website, weigh how firmly it points to OpenAI, and set out the practical lessons for anyone running a public data service.
AIxploria added Xiaomi’s MiMo-V2.6 at 03:48 UTC on 28 September 2026, six and a half days after the weights reached Hugging Face. The card’s review is mostly accurate, but it misses Xiaomi’s 27 September admission that the models sometimes looped on tool calls, and the fixed models it swapped into the API on 25 September under the same names. We checked 20 claims, the independent Intelligence Index, Xiaomi’s benchmarks, prices and the card’s #28 badge.
Muse agent users will soon be able to take over and operate the Muse web browser from the web app, according to a new test build. We explain how manual control works, when you would use it, what Meta says happens to the agent and your passwords during a takeover, and how Muse compares with ChatGPT agent, Operator and Claude in Chrome.
A new Muse web build adds a dedicated tab for watching the agent’s cloud computer screen and turns voice mode into a phone-call style widget, and a second clip shows browser takeover on the way. We explain each change, compare Muse with ChatGPT agent and Operator, and separate what Meta has confirmed from what has only been seen in builds.
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