Connect with us

News

The internet is being rebuilt for machines

info

Published

on

Ai agents GettyImages 2229880232.jpg

Cloud infrastructure has long been designed around humans who search, click, scroll, and stream in a steady and predictable fashion. AI agents behave differently. They can unleash a swell of activity, spinning up multiple sub-agents that query hundreds of databases, search documents, and call APIs in seconds and then disappear as quickly as they arrived.

Under that premise, Amazon is redesigning a core piece of its cloud infrastructure. On Thursday, AWS launched its next generation of OpenSearch Serverless, a fully managed search and vector database — essentially a system for storing and retrieving information at scale — that’s designed specifically for agentic workloads. AWS says the new system can instantly scale up when agents trigger tasks and scale back down to zero when idle.

The launch reflects a growing realization across the tech industry: infrastructure originally designed for a human-driven internet doesn’t work as well in a world increasingly populated by agents.

While AI agents still represent a relatively small portion of internet activity, machine-generated traffic is already significant, and poised to grow. Cloudflare says bots accounted for 31% of overall HTTP traffic over the last six months. AI crawlers, search engines, and assistants made up roughly a quarter of all bot requests during that period.

“Non-human traffic will exceed human traffic sometime in the first half of 2027,” said Li Yi Ohlsen, senior product manager at Cloudflare, to TechCrunch.

At Google’s I/O developer conference last week, the company said users will be able to start delegating tasks to AI systems, like researching purchases, booking travel, browsing the web, and interacting with apps. But the buck doesn’t stop at consumer-focused AI agents. Enterprises are increasingly deploying agents internally and for their customers, creating new kinds of machine-generated traffic behind the scenes.

As a result, cloud providers and infrastructure companies have been reckoning with how to adapt systems built for humans to a world of agents that are constantly and autonomously retrieving information, invoking tools, and generating machine-to-machine traffic.

That’s where AWS’s new OpenSearch Serverless comes in.

“The timing is straightforward. Agents are moving from experimentation into production, and they create traffic patterns that previous infrastructure simply wasn’t designed for,” Tia White, general manager for Amazon OpenSearch Service, told TechCrunch. “They spike without warning, they go idle without notice, and enterprise needs search that keeps up without paying for empty or idle compute.”

The key technical change with this new generation is that it decouples compute from storage, allowing compute to scale up in seconds to accommodate agent traffic bursts and to scale down to zero, so customers pay $0 when agents are idle.

“Previously, even in our prior Serverless version, you had to have at least one instance operational and running because storage and compute were coupled,” White said. “You couldn’t just automatically spin up [compute] at the rate you needed to, so you always had idle compute reserved for your workload, whether you were using it or not.”

Think of it like always paying for a parking space, even when you’re not using it. With AWS’s upgraded Serverless, it’s more like paying for a metered parking spot.

At launch, OpenSearch Serverless will integrate natively with AI development platforms like Vercel and Kiro, so developers can deploy production-ready search and vector backends for agents without managing infrastructure.

The shift is emerging across the cloud industry. Databricks and Snowflake are repositioning themselves as AI memory and retrieval systems for enterprise data. Microsoft has rolled out updates to Azure designed to handle AI agent bursts and share memory between agents. Cloudflare, in a similar vein to Amazon, last month introduced infrastructure aimed at giving agents persistent environments and instant scalability.

The more companies deploy AI agents, the more pressure there will be to redesign infrastructure around machine-generated workloads, which in turn could make agents cheaper and easier to deploy at larger scales.

Continue Reading
Click to comment

Leave a Reply

Your email address will not be published. Required fields are marked *

News

2027: Benue NDC warns aspirants against buying nomination forms outside state secretariat

info

Published

on

By

Nigeria Democratic Party NDC.jpg

The Nigeria Democratic Congress, NDC, Benue State chapter, has cautioned aspirants and party stakeholders against purchasing nomination forms through unauthorized channels, stressing that the exercise has not yet commenced.

In a statement issued by the party’s Publicity Secretary, Agile Ordedoo Bem, on behalf of the State Chairman, Mr. Ohini Ojegbe, the party urged aspirants who had earlier purchased intent and expression of interest forms and participated in the primary process to remain patient.

The party explained that only intent and expression of interest forms had been sold so far, noting that the sale of nomination forms would begin at the NDC State Secretariat once the list of successful candidates is officially released.

According to the statement, the state leadership has not authorized any individual or group to sell nomination forms on its behalf and therefore disassociates itself from any advertisement or sale taking place outside the party secretariat.

The NDC warned aspirants against patronizing what it described as “black market” channels for nomination forms, either within or outside Benue State.

The party further disclosed that its national leadership was finalizing documentation relating to candidates across the country and would soon publish the official list for public and media consumption.

While assuring members of transparency in the process, the party expressed confidence in its chances of securing a majority of elective positions in Benue State and across Nigeria in the forthcoming elections.

The statement called on aspirants and stakeholders to await official communication from the party regarding the commencement of nomination form sales and the release of candidates’ names.

Continue Reading

News

N83.2bn Anti-Flood Fund Approved as Details of NEC Meeting Emerge

info

Published

on

By

Kashim2 fec meeting.jpg

The National Economic Council has approved 83.21 billion naira for the implementation of an Anticipatory Action Task Force aimed at mitigating flooding and other climate-related disasters across the country.

This approval followed a 50 percent reduction of the initial 166.42 billion naira request submitted to the council by the Minister of Budget and Economic Planning, Atiku Bagudu.

The decision was reached on Thursday during the council’s 158th meeting presided over by Vice President Kashim Shettima at the Presidential Villa in Abuja.

Briefing State House correspondents after the meeting, Cross River State Governor Bassey Otu stated that the approved funds will be drawn through the Federation Account Allocation Committee to facilitate timely interventions.

“We know that flooding now is almost an occurring decimal, and the Federal Government were very happy that we are putting some retroactive steps to make sure that the mitigation comes on in time to save the states,” Otu said.

He explained that the 50 percent budget cut was a resource-conscious initial step rather than a rejection of the urgency of the request.

“This is the first time as a nation that we are taking proactive steps. Most of the time, we’ve waited till flood has done its damage before we act, but this time around we are taking proactive steps to mitigate the possibility of the flood, which is a perennial issue.”

Other state governors highlighted additional development plans discussed during the session. Plateau State Governor Caleb Mutfwang noted that this intervention represents the first phase of a broader flood management strategy, which includes long-term infrastructure such as reservoirs to manage water releases from Cameroon’s Lagdo Dam.

Additionally, Kano State Governor Abba Yusuf disclosed that the council considered the proposed National Regional Development Policy for 2026 to 2030 to address spatial inequalities, while Osun State Governor Ademola Adeleke announced that the council reviewed a proposal to strengthen Nigeria’s agro-export value chain, which could unlock about “$50bn in annual agro-export potential currently tied to compliance gaps.”

Continue Reading

Trending