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Born out of San Francisco AI hackathons, Agency lets you see what your AI agents are doing

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After an extended week of coding, you might think that San Francisco builders would retreat to the mountains, beaches, or the Bay Area’s vibrant club scene. But in point of fact, because the week winds down, AI hackathons begin.

Over the past few years, San Francisco has exploded with AI hackathons. Every Saturday or Sunday, technologists give talks on the most recent advances in AI, networking, and—most significantly—turn ideas into working demos. Sometimes hackathons offer money or cloud credits as prizes, but the true winners walk away with a way of a startup.

“There’s no better place in the world to build the most ambitious project of your life than San Francisco,” says agency co-founder Alex Reibman. “You often see a lot of competitions—like hackathons—but they’re not competitive. They’re as collaborative as they are competitive.”

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At a hackathon in San Francisco last summer, Reibman decided to try his hand at constructing AI agents that would crawl the net. Agents are a hot topic in Silicon Valley because the AI ​​boom reaches its peak. The term just isn’t precisely defined, but it surely broadly describes AI bots that may perform tasks robotically using interfaces and services that weren’t originally designed for automation—a sort of alternative for mundane tasks that when required human intervention.

But Reibman immediately bumped into an issue. “They sucked,” Reibman said in an interview. “The agents failed 30 to 40 percent of the time, and often in unexpected ways.”

To fix this, Reibman’s team built internal debugging tools to see where their agents were going mistaken. They eventually managed to get the agents to work a little bit higher, however the debugging tools themselves ultimately stole the show and won the hackathon.

“I started showing the tools at a lot of hackathons and events in San Francisco, and people started asking for access to them,” Reibman said. “That was basically the confirmation I needed: instead of building an agent ourselves, we should build tools that make it easier to build agents.”

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So Reibman founded Agency along with his co-founders Adam Silverman and Shawn Qiu, offering tools to look at what AI agents are actually doing and catch where they’re going mistaken. A yr later, those tools eventually became Agency’s core product, the AgentOps platform that 1000’s of teams use every month, Reibman tells TechCrunch. The startup has already raised $2.6 million in pre-seed funding, led by 645 Ventures and Afore Capital.

COO Adam Silverman tells TechCrunch that AgentOps is like “multiple device management for agents,” analyzing all agent actions to make sure they don’t go down a rogue path.

“You want to understand whether your agent is going to act dishonestly and determine what limitations you can put in place,” Silverman said in an interview. “A lot of the work is being able to visually see where your guardrails are and whether agents are abiding by them before you put them into production.”

The startup is partnering with Cohere and Mistral, AI modelers who also offer agent creation services, so customers can use the AgentOps dashboard to see how agents interact with the world and the way much each costs. Agency is model-agnostic, meaning it really works with several different AI agent frameworks, but it surely integrates with popular tools like Microsoft’s AutoGen, CrewAI, and AutoGPT.

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In addition to the AgentOps dashboard, Agency also offers consulting services (Reibman previously worked at consulting firm EY) to assist firms start constructing agents. The agency wouldn’t disclose any clients by name, but said hedge funds, consultants, and marketing firms use its tools.

For example, Reibman says Agency helped create an AI agent that writes blog posts concerning the firms a client does business with. Now, that very same client uses the AgentOps dashboard to trace agent performance and costs.

Big players like OpenAI and Google are prone to ramp up their agent products in the approaching months, and AI startups like Agency need to search out a option to work with these advances, not against them.

“There are so many layers in the stack that it’s unlikely that an LLM vendor would try to cover all of them,” Reibman said. “OpenAI and Anthropic are building tools to create agents, but there are a lot of layers around them that make sure you have a production-ready code base.”

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This article was originally published on : techcrunch.com

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Meta introduces limited teen accounts on Facebook and Messenger

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The apps Instagram, Facebook and WhatsApp can be seen on the display of a smartphone in front of the logo of the Meta internet company.

Meta introduces teen accounts on Facebook and Messenger. A function that routinely saves young users for the impression of applications with built -in security, shall be available on these platforms within the USA, Great Britain, Australia and Canada, before it expands to additional regions in the long run.

Teen accounts first appeared on Instagram in September last yr after Instagram, and other popular social networks were grilled by American legislators for not doing enough to guard teenagers. As a part of Tuesday’s announcement, Meta said that he brings a brand new built -in account protection for teenagers on Instagram.

With the extension of Facebook and messengers, teenagers shall be routinely placed in an experience that goals to cut back inappropriate content and unwanted contact. Teens under 16 years of age need parents’ consent to vary any of the settings.

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Image loans:Finish

While Post on the META blog about launching doesn’t provide exact restrictions under which teenagers shall be placed, the corporate told TechCrunch We -Mail that teenagers will only receive messages from individuals who follow or had news earlier.

In addition, only teen friends can see and reply to their stories. Tags, references and comments will even be limited to people they follow or who’re their friends.

Teens will even receive reminders of leaving social networks after using them for an hour a day. In addition, they shall be enrolled within the “quiet mode” overnight.

As for brand spanking new instagram restrictions, teens under 16 years of age is not going to give you the chance to modify to the platform, unless their parents give them permission. In addition, teenagers under the age of 16 can have to get the parents’ consent to show off the applying function, which blur images containing suspicion of nudity in DMS.

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Image loans:Finish

The changes announced on Tuesday show the newest Meta step towards solving problems related to the mental health of teenagers related to social media. These fears were Raised by an American general surgeon and several states, a few of which have even began to limit teenagers from using social media Without the consent of the parent.

The Meta shared insight into how teen accounts on Instagram are doing, because the corporate claims that it has moved 54 million teenagers to teen accounts. The meta claims that there remains to be lots more, because this function remains to be developing all around the world. The company also shared that 97% of teenagers aged 13-15 maintain built-in protection, says finish.

The finish line also commissioned an IPSOS study, which showed that just about all surveyed parents (94%) claim that teen accounts are helpful for fogeys, and 85% consider that they make helping teenagers easier to have positive experiences on Instagram.

(Tagstranslate) Facebook

This article was originally published on : techcrunch.com
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Benchmarks meta for new AI models are somewhat misleading

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Meta sign

One of the new flagship AI Meta models released on Saturday, Maverick, Second rating at LM ArenaA test during which human rankings compare the outcomes of models and select which they like. But it appears that evidently the Maverick version, that the finish implemented on LM Arena differs from the version that’s widely available to programmers.

How several And researchers He pointed to X, Meta noticed within the announcement that Maverick on LM Arena is a “experimental version of the chat.” Chart on The official website of LlamaMeanwhile, it reveals that the testing of the LM META Arena was carried out using “Llama 4 Maverick optimized for conversation.”

As we wrote earlier, for various reasons LM Arena has never been essentially the most reliable measure of the performance of the AI ​​model. But AI firms generally didn’t adapt or otherwise adapted their models to higher rating at LM Arena-Lub a minimum of didn’t admit it.

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The problem related to adapting the model to the reference point, suspension of it, after which releasing the “vanilla” variant of the identical model, is that programmers are difficult to predict how good it can work in specific contexts. It can be misleading. It is best if the tests tests – miserably inadequate – provide a shutter of strong and weaknesses of 1 model in various tasks.

Indeed, scientists on X have Stark was observed Differences in behavior From publicly to download maverick in comparison with the hosted model on LM Arena. The LM Arena version seems to make use of many emoji and provides extremely long answers.

We arrived at Meta and Chatbot Arena, a company that maintains LM Arena to comment.

(Tagstotransate) benchmark

This article was originally published on : techcrunch.com
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Trump delays the ban

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TikTok ban, rednote

Donald Trump has signed a brand new executive order “Save Tiktok”.


Tiktok will live to see the next day – at the least for now. On April 4, President Donald Trump signed a brand new executive order delaying the ban on a preferred social application by one other 75 days. The application was to darken in the USA on April 5.

The application, belonging to the Chinese company Bytedance, is now on the second extension in the first quarter of the 12 months. In 2024, President Biden signed bilateral laws of Ban Tiktok, citing fears about national security. Congress voted in a predominant means. Although Trump has signed the executive order to “save” the application, many questioned the legality of the movement. Like many president’s actions at the starting of his term, they complain that evidently he exceeds the authority of the executive office.

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Trump announced his move to Stop the ban on social truthSaying that his administration remains to be working on the contract.

“My administration worked very hard on the Tiktok saving contract, and we have made great progress,” Trump wrote on April 4. “The contract requires more work to ensure the signing of all necessary approvals, which is why I sign an executive order to continue tiktok for an additional 75 days.”

Trump quoted his newly imposed tariffs to China as a key reason for detained negotiations for the buyer.

“We hope to continue working in good faith with China, which, as I understand, are not very satisfied with our mutual tariffs – necessary for honest and balanced trade between China and the USA,” wrote Trump. “It proves that tariffs are the most powerful economic tool and very important for our national security. We do not want Tiktok to go dark. We are looking forward to cooperation with Tiktok and China to complete the contract.”

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This means a second time Trump entered to delay the ban. On January 2, just a couple of days after returning to the office, he signed the first extension to stop Tiktok, utilized by over 170 million Americans available to users.

The potential sales of Tiktok draws the major attention of the principal players in the business world. According to HillMany private equity firms, the Venture Capital groups and the best technological investors have introduced offers for a preferred application.

Among the firms, apparently in the mix are Blackstone, Oracle, Amazon – led by Jeff Bezos – and the founding father of Onlyfans Tim Stokely. Interest in purchasing Tiktok has increased, how uncertainty about its future in the US is always growing.

The application, utilized by 170 million Americans, is situated at the center of ongoing political and economic negotiations between the United States and China. Along with the upcoming pressure and deadlines, the possibility of selling opened the door to the largest technological and financial names.

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This article was originally published on : www.blackenterprise.com
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