MAROKO133 Breaking ai: Amazon's new AI can code for days without human help. What doe

📌 MAROKO133 Eksklusif ai: Amazon's new AI can code for days without human hel

Amazon Web Services on Tuesday announced a new class of artificial intelligence systems called "frontier agents" that can work autonomously for hours or even days without human intervention, representing one of the most ambitious attempts yet to automate the full software development lifecycle.

The announcement, made during AWS CEO Matt Garman's keynote address at the company's annual re:Invent conference, introduces three specialized AI agents designed to act as virtual team members: Kiro autonomous agent for software development, AWS Security Agent for application security, and AWS DevOps Agent for IT operations.

The move signals Amazon's intent to leap ahead in the intensifying competition to build AI systems capable of performing complex, multi-step tasks that currently require teams of skilled engineers.

"We see frontier agents as a completely new class of agents," said Deepak Singh, vice president of developer agents and experiences at Amazon, in an interview ahead of the announcement. "They're fundamentally designed to work for hours and days. You're not giving them a problem that you want finished in the next five minutes. You're giving them complex challenges that they may have to think about, try different solutions, and get to the right conclusion — and they should do that without intervention."

Why Amazon believes its new agents leave existing AI coding tools behind

The frontier agents differ from existing AI coding assistants like GitHub Copilot or Amazon's own CodeWhisperer in several fundamental ways.

Current AI coding tools, while powerful, require engineers to drive every interaction. Developers must write prompts, provide context, and manually coordinate work across different code repositories. When switching between tasks, the AI loses context and must start fresh.

The new frontier agents, by contrast, maintain persistent memory across sessions and continuously learn from an organization's codebase, documentation, and team communications. They can independently determine which code repositories require changes, work on multiple files simultaneously, and coordinate complex transformations spanning dozens of microservices.

"With a current agent, you would go microservice by microservice, making changes one at a time, and each change would be a different session with no shared context," Singh explained. "With a frontier agent, you say, 'I need to solve this broad problem.' You point it to the right application, and it decides which repos need changes."

The agents exhibit three defining characteristics that AWS believes set them apart: autonomy in decision-making, the ability to scale by spawning multiple agents to work on different aspects of a problem simultaneously, and the capacity to operate independently for extended periods.

"A frontier agent can decide to spin up 10 versions of itself, all working on different parts of the problem at once," Singh said.

How each of the three frontier agents tackles a different phase of development

Kiro autonomous agent serves as a virtual developer that maintains context across coding sessions and learns from an organization's pull requests, code reviews, and technical discussions. Teams can connect it to GitHub, Jira, Slack, and internal documentation systems. The agent then acts like a teammate, accepting task assignments and working independently until it either completes the work or requires human guidance.

AWS Security Agent embeds security expertise throughout the development process, automatically reviewing design documents and scanning pull requests against organizational security requirements. Perhaps most significantly, it transforms penetration testing from a weeks-long manual process into an on-demand capability that completes in hours.

SmugMug, a photo hosting platform, has already deployed the security agent. "AWS Security Agent helped catch a business logic bug that no existing tools would have caught, exposing information improperly," said Andres Ruiz, staff software engineer at the company. "To any other tool, this would have been invisible. But the ability for Security Agent to contextualize the information, parse the API response, and find the unexpected information there represents a leap forward in automated security testing."

AWS DevOps Agent functions as an always-on operations team member, responding instantly to incidents and using its accumulated knowledge to identify root causes. It connects to observability tools including Amazon CloudWatch, Datadog, Dynatrace, New Relic, and Splunk, along with runbooks and deployment pipelines.

Commonwealth Bank of Australia tested the DevOps agent by replicating a complex network and identity management issue that typically requires hours for experienced engineers to diagnose. The agent identified the root cause in under 15 minutes.

"AWS DevOps Agent thinks and acts like a seasoned DevOps engineer, helping our engineers build a banking infrastructure that's faster, more resilient, and designed to deliver better experiences for our customers," said Jason Sandry, head of cloud services at Commonwealth Bank.

Amazon makes its case against Google and Microsoft in the AI coding wars

The announcement arrives amid a fierce battle among technology giants to dominate the emerging market for AI-powered development tools. Google has made significant noise in recent weeks with its own AI coding capabilities, while Microsoft continues to advance GitHub Copilot and its broader AI development toolkit.

Singh argued that AWS holds distinct advantages rooted in the company's 20-year history operating cloud infrastructure and Amazon's own massive software engineering organization.

"AWS has been the cloud of choice for 20 years, so we have two decades of knowledge building and running it, and working with customers who've been building and running applications on it," Singh said. "The learnings from operating AWS, the knowledge our customers have, the experience we've built using these tools ourselves every day to build real-world applications—all of that is embodied in these frontier agents."

He drew a distinction between tools suitable for prototypes versus production systems. "There's a lot of things out there that you can use to build your prototype or your toy application. But if you want to build production applications, there's a lot of knowledge that we bring in as AWS that apply here."

The safeguards Amazon built to keep autonomous agents from going rogue

The prospect of AI systems operating autonomously for days raises immediate questions about what happens when they go off track. Singh described multiple safeguards built in…

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🔗 Sumber: venturebeat.com

📌 MAROKO133 Update ai: New App Lets Users Bet on Deadly Conflicts in Real Time Edi

Thanks to the rise of cryptocurrency, it’s never been easier to place inscrutable bets with shady grey-market bookies. The kingpin presiding over this dubious corner of the gaming industry is currently Polymarket, a crypto platform which lets users place bets on the outcomes of weather catastrophes, political elections, and economic crises.

Aided in large part by Trump administration deregulations, Polymarket has become the go-to for bettors eager to cash in on geopolitical strife. As Forbes recently reported, the platform has stimulated over $2 billion in trading volume in 2025 from lines on “major events,” with questions like “will Russia capture all of Pokrovsk before 2026?” generating over $2.7 million in trades.

But with so many global conflicts these days, it can be tough to keep track of all the minute-to-minute action. Will Israel strike Lebanon on December 5? Will India strike Pakistan by March 31st? Who knows!

Luckily, some enterprising developers have come up with a solution to help gamblers keep up with the ever-changing nature of global conflicts. It’s called PolyGlobe, an app designed to visualize Polymarket bets on a real-world map. With PolyGlobe, users can scroll its digital map for geomarkers — along the front lines of the Ukraine-Russia war, for example — that contain direct links to the Polymarket dashboard for that given conflict.

Beyond visualizing bets, the app also aggregates “real-time OSINT [open source intelligence]” data from tweets by the “most credible sources of OSINT reporting on X,” the development team told Futurism. There’s no strict criteria for selecting sources, but a quick look at the feed shows a small number of anonymous, amateur media accounts like “Conflict_Radar” and “Osint613” make up the bulk of them.

PolyGlobe is the work of the team behind the Pentagon Pizza Watch project, which tracks pizza deliveries near the US pentagon as a possible sign of clandestine NatSec activity. In an email, PolyGlobe’s creators stated they’re official partnered with Polymarket through its Builder’s Program.

In a post on X-formerly-Twitter announcing the launch of a live Ukraine war map, the team behind PolyGlobe showed off a robust interface complete with directions of attack and color-coordinated control zones, alongside real-time price charts for relevant bets. The graphs look exactly like a stock chart — tracking the market’s financial appetite for deadly conflict and streamlining the process of betting on it.

“Now, when you hover a market, we draw the exact area of operation it resolves on and spell out the rule in plain English,” PolyGlobe declares. “No more rule debates, no more guessing what actually settles. The only way to monitor the situation.” (That feature now seems to be in limbo following backlash from the developer group DeepState, which created the Ukraine frontline map.)

According to PolyGlobe’s website, the app was designed for “traders, analysts, and journalists who need to see the financial impact of geopolitical events as they unfold, in real-time.” The Pentagon Pizza Watch team doesn’t profit from Polymarket bets directly, they told Futurism. For now, they’re primarily funded through “creator fees” via their proprietary cryptocurrency, but that could change.

“We’re exploring other monetization routes such as data licensing and enabling trading on the site,” the creators said.

But beyond the obvious ethical dilemma of gambling on whether people live or die, there are other major issues with using betting odds to predict how political struggles — let alone armed conflict — will resolve.

To ask Polymarket, PolyGlobe and their supporters about it, prediction markets seem like a democratic way to gauge the probability of certain events by tapping into the wisdom of the crowd. But in practice, prediction markets are plagued with biases. In the first round of wagers after a bookmaker sets the opening odds, for example, a professional gambler can easily skew the odds simply by betting a huge amount of money, creating a distorted consensus from the jump.

There’s also the psychological angle to consider. According to a 2023 study on sports betting, structural bias in prediction markets is possible in large part due to the guarantee that people will place irrational bets, following phenomena like the gambler’s fallacy or the near-miss effect. When it comes down to it, gambling on war and politics is, at best, hardly any different from putting it all on black.

A recent case in point came during elections in the Netherlands this October. Prior to the elections, the Polymarket odds were skewed 95 percent in favor of the victory…

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🔗 Sumber: futurism.com