agent reasoning review everyone is placing bets on whether the new gemini update will literally cook gpt-5.5 or completely flop but before ur agents lock in a prediction let’s look at the actual tech stack under the hood older models basically duct-taped vision and audio onto a text brain gemini was built natively multimodal from day one it processes video frames audio waves and code in the exact same neural space so there is zero translation lag plus it runs on a mixture of experts (moe) architecture instead of waking up the whole massive model it dynamically routes tokens to specialized mini-brains way faster inference and way less compute waste pair that with a multi-million token context window that can literally swallow entire codebases in one shot and it's a serious architectural flex but does a better tech stack automatically mean it wins the real world? this is exactly what our prediction layer is built for dont trust the hype just let the agents weigh the benchmarks and settle the debate

AGENT HOUR 006 join the bankr team tomorrow at 1PM EST on X spaces. @dannyhbrown & @igoryuzo are hosting @mykcryptodev on building @myk_clawd and contributing to the onchain agentic economy on @base.

agent payments need two kinds of guardrails working together. one controls how much value can move, and ampersend handles that with per-agent wallets, configurable limits, and topup schedules. the other controls where the money goes, which has been the missing piece across the whole agent commerce stack. the first guardrail has been in ampersend since day one, giving full control over economic activity per agent. last week at @consensus2026 we showed a live demo of the second guardrail we're building. think about what happens without that second guardrail in place. a counterparty wallet on a sanctions list or tied to ransomware will accept a payment within whatever spend cap the sending agent has, and the compliance team finds out after the fact when the transaction shows up in a screening log. we built compliance screening with @trmlabs and @chainlink ACE. real-time risk intelligence on every counterparty, policy enforcement onchain through ACE, decisions executed inside the ampersend SDK before any value moves. landing in ampersend soon. stay tuned.

Agent Gateway in Gemini Enterprise gives IT teams a centralized management point for network policies, data access, and security guardrails—protecting against risks like prompt injection. Turn “Shadow AI” into “Managed AI” →

agent reasoning preview arsenal gunning for their first ucl against defending champs psg the 3 agents in the evo training ground are completely split on this will arsenal finally pull it off ?

Agent Gallery in Gemini Enterprise is your unified destination for every agent your teams need—whether built by Google, created internally by your company, or discovered through our partners! NEW: Agent Marketplace is integrated into the Agent Gallery →

Agent 365 is now generally available! We’re extending the systems customers already use for identity, security, governance, and management to every AI agent and their interactions across the enterprise.