ElevenLabs launched Eleven v4 and the low-latency Eleven v4 Turbo on 28 September 2026, and Artificial Analysis ranked Eleven v4 first on its Provider Voice arena within half an hour. We read the leaderboard and its confidence intervals, separate independent results from ElevenLabs’ own tests, convert per-character prices into cost per hour of speech and set out which businesses should switch.
The Verge spoke to Martin Hairer, one of the nine mathematicians on the new Advisory Group on Mathematics and Artificial Intelligence, as OpenAI prepares to release more than 100 results from an unreleased model. We set out who sits on AGMAI, what OpenAI and the group have each promised, why the math community feels bulldozed, and what a responsible release process would look like.
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.
Anthropic has released Claude Sonnet 5.5, which it says is more than 30% faster than Sonnet 5 and up to 30% cheaper per task. The token price has not changed, so the saving comes from fewer tokens and tool calls. We work through the cost arithmetic, the benchmark table against Opus 5.5 and GPT-6 Sol, the new cyber and distillation safeguards, and whether to switch.
A Cambridge startup advised by Yann LeCun says it has licensed almost 1 million hours of gameplay to train AI world models. We explain why labs want video game data, what Minecraft and Bleeding Edge research shows, who else is betting on it, and why Nvidia thinks game physics falls short.
OpenAI’s brute-force Navier-Stokes proof has mathematicians asking what AI is doing to a field that has always worked like an art form. We trace the argument from G. H. Hardy to the Erdős problems, check the numbers behind the declaration and the compute bill, and draw lessons for any expert workforce.
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.
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