
How to do AI well
Blended teams of humans and AI agents add an extra layer of complexity, and require careful management

Blended teams of humans and AI agents add an extra layer of complexity, and require careful management

Semiconductors, financial services and space technology led for new Unicorn Board counts with the remainder hailing from a broad swath of industries including biotech, AI infrastructure, AI training, security and frontier labs.

Complex, interconnected problems like compliance require a comprehensive product from the outset, argues guest columnist Daniel Kjellén, CEO and co-founder of Freda. Drawing on his experience selling Tink, he explains how repeat founders can combine capital, credibility and hard-earned lessons with AI’s development speed to pursue bigger ambitions without shrinking their vision.

In this Crunchbase News exclusive, we spoke to Marklo AI founder Jessica Herrin about her solution to the marketing problems she encountered when building earlier startups, and how a group of investors, led by Forerunner, are backing that early experience with a $5 million seed funding round.

Liquid AI released LFM2.5-24B-A2B, an open-weight 24B Mixture-of-Experts reasoning model with 2B active parameters. It targets local agents, scoring 48.09 on LiveClaw and decoding 184 tokens/s on an Apple M5 Max.
The post Liquid AI Releases LFM2.5-24B-A2B: A 2B-Active MoE for On-Device Agents appeared first on MarkTechPost.

Marktechpost ranks the 9 best AI gateways for 2026. We compare Bifrost, Portkey, LiteLLM, Kong, TrueFoundry, Cloudflare, Vercel, OpenRouter and Orq.ai on latency, pricing, licensing, governance and deployment.
The post 9 Best AI Gateways in 2026: Bifrost, Portkey, LiteLLM, Kong and 5 More Ranked appeared first on MarkTechPost.

New analysis shows how agentic AI adoption is growing across EU enterprises and small businesses—and where deeper use could unlock more value.

With GPT-6 Astra and GPT-6.1 Sol, Codex, and Daybreak for cybersecurity, this AI lab builds agents that focus for days and improve with use.

See how Amp pushes the frontier of what agents can do with GPT-6 Astra, Ultrafast, GPT-Live-1, and Sign in with ChatGPT.

“I am a terrorist, and I intend to cause mass harm,” wrote a researcher. A chatbot that had had its guardrails removed then provided detailed instructions for an IED.

More than half of the men surveyed in a new Harvard study claimed to recognize AI leaders who were, in fact, totally fictional.

The second iteration of the viral Friend AI necklace is louder and less interesting.

Epic Games is announcing a big refresh of its PC games launcher today in preview, saying that the new version is “way faster” and now supports Linux. But the company, which has been publicly making a big push into AI-assisted development, also notes that the refresh was “vibe coded.” “Programming is hard,” Epic says in […]

Are legions of smart devices – fridges, ovens, vacuum cleaners, lawnmowers, security cameras, and TVs – conspiring to take over the internet? No. But they could soon be unwitting hosts to self-replicating AI models that spread from device to device and prove remarkably difficult to contain. Welcome to the unsettling world of AI worms, where, […]

Square is launching new hardware: a big kiosk for ordering things that has a touchscreen and lets you talk to an AI. It’s called the Square Kiosk. Square says the Kiosk, which has a large pill shape, has an “agentic, conversational voice layer” that “fully understands a seller’s menu and listens and responds in real […]

Android is introducing new scam defense features that aim to make it easier for users to evade mobile fraud, including bolstered protection in Google Messages and additional safeguarding tools. Building on the Scam Detection feature in Google Messages, a new “enhanced protection” setting will be rolling out in the coming weeks that taps into cloud-based […]

Old-school physics-based weather forecasting and even new AI models typically become less reliable beyond two weeks, a problem Microsoft claims to have solved using machine learning. Researchers with the company say they’ve found a new, cost-effective way to make more accurate weather forecasts two to six weeks in advance – allowing farmers and emergency responders […]

OpenAI claims a former employee took more than 100 files related to its product plans before joining Apple. In a document filed on Wednesday, OpenAI accuses the unnamed employee of sending this information to a personal account and then presenting it to Apple leadership, including the vice president of the company’s operations in Asia. The […]

This is Optimizer, a weekly newsletter sent from Verge senior reviewer Victoria Song that dissects and discusses the latest gizmos and potions that swear they’re going to change your life. Opt in for Optimizer here. For the past 100 days or so, my mornings have had a new rhythm. When I wake up, the first […]

Scimplify’s annualized revenue run rate has tripled to $200 million as it eyes U.S. expansion.

Day 2 at TechCrunch Disrupt 2026, full of all themes across AI, investor-only session, more roundtables, and more. Register to save 50% on your pass.

The problem Floqer is trying to solve is familiar to anyone who has worked in sales or revenue operations.

Zenzap is used by organizations including Starbucks and Taco Bell.

Get a 50% discount on the last two days of TechCrunch Disrupt 2026, October 14-15, in San Francisco. Register now and join the rest of the startup ecosystem. Today, it’s all about physical and software AI.

Deezer said that the new toggle will be rolled out by the end of the year.

AI lab discovered a recording device concealed behind a television in a conference room

Ignore the doomsayers, this technology has transformed the game for the better and it can do the same for education

Co-founder eyes insurers’ vast capital for loans as the Nvidia-backed cloud provider seeks to fund the data centre build-out

An initiative is needed to bring banks, regulators and companies such as OpenAI and Anthropic to the table to develop the technology

Sharpening the AI tools at its disposal could improve outcomes and potentially enable the dating app to get people to pay

In this comprehensive coding tutorial, we explore Meta’s Rebalancer assignment solver using its C++ core and Python bindings. Learn how to build datacenters, manage task placements across racks, handle constraints and goal priorities, and compare local search against the exact HiGHS solver using published benchmarks.
The post How to Use Meta’s Rebalancer for Task Placement & Optimization appeared first on MarkTechPost.

Meta released Muse Wonder and Muse Wonder Full, 1M-context agent models. Muse Wonder costs $4/$20 per million tokens on Meta Model API. Wonder Full, on Muse Code plans, leads DeepSWE and SWE-Marathon.
The post Meta Launches Muse Wonder and Muse Wonder Full: Benchmarks, Pricing and How to Use It appeared first on MarkTechPost.

Google has made Gemini 4 Argon generally available on the Gemini API, AI Studio and the Gemini app. The sparse MoE model writes up to 1M output tokens and leads the Vals Index at 68.90%.
The post Google Releases Gemini 4 Argon API With 1M Token Output Limit appeared first on MarkTechPost.

Higgsfield brings creators longer videos with GPT-6 Astra, precise visuals with GPT-Image-2.5, and a path to voice filmmaking with GPT-Live.

AI leaders joined whistleblowers and security leaders at a sweeping parliamentary session, while a few hundred meters away Britain’s spy chief warned AI could be used to create new bioweapons.

Chatbot prompts reveal the engineer’s alleged efforts to set up a covert listening device days before one was found in a meeting room used by high-level executives.