For the previous yr, AI devs have relied on the ReAct (Reasoning + Performing) sample—a easy loop the place an LLM thinks, picks a instrument, and executes. However as any software program engineer who has tried to maneuver these brokers into manufacturing is aware of, easy loops are brittle. They hallucinate, they lose observe of complicated targets, they usually battle with ‘instrument noise’ when confronted with too many APIs. Composio group is transferring the goalposts by open-sourcing Agent Orchestrator. This framework is designed to transition the business from ‘Agentic Loops’ to ‘Agentic Workflows’—structured, stateful, and verifiable techniques that deal with…
Author: Naveed Ahmad
Xflow, an Indian fintech startup, has secured backing from each Stripe and PayPal Ventures in a $16.6 million funding spherical. The funding comes as the corporate works to carve out a place in cross-border B2B funds, a market nonetheless dominated by banks and handbook processes. The Collection A spherical was led by Normal Catalyst, with participation from current traders Sq. Peg, Stripe, Lightspeed, and Moore Capital, whereas PayPal Ventures joined as a brand new backer. The all-equity spherical values the Bengaluru-based startup at $85 million post-investment and brings its whole funding to greater than $32 million thus far. Regardless of…
Uber has a pitch for autonomous automobile makers: we obtained this. The ride-hailing and meals supply firm has launched a brand new division referred to as Uber Autonomous Options designed to tackle all of the duties related to working a robotaxi, self-driving truck, or sidewalk supply robotic enterprise, together with software program and help providers. The initiative, introduced Monday, formalizes what Uber has been not so quietly engaged on for a number of years now. Uber has amassed partnerships with practically two dozen autonomous automobile expertise firms throughout each use case, from robotaxis and trucking to sidewalk supply robots and…
Anthropic is accusing three Chinese language AI firms of organising greater than 24,000 faux accounts with its Claude AI mannequin to enhance their very own fashions. The labs — DeepSeek, Moonshot AI, and MiniMax — allegedly generated greater than 16 million exchanges with Claude by way of these accounts utilizing a way referred to as “distillation.” Anthropic mentioned the labs “focused Claude’s most differentiated capabilities: agentic reasoning, device use, and coding.” The accusations come amid debates over how strictly to implement export controls on superior AI chips, a coverage geared toward curbing China’s AI improvement. Distillation is a standard coaching…
The now-viral X post from Meta AI safety researcher Summer time Yue reads, at first, like satire. She informed her OpenClaw AI agent to test her overstuffed e-mail inbox and recommend what to delete or archive. The agent proceeded to run amok. It began deleting all her e-mail in a “velocity run” whereas ignoring her instructions from her telephone telling it to cease. “I needed to RUN to my Mac mini like I used to be defusing a bomb,” she wrote, posting pictures of the ignored cease prompts as receipts. The Mac Mini, an inexpensive Apple laptop that sits flat…
On this tutorial, we construct a sophisticated Griptape-based buyer assist automation system that mixes deterministic tooling with agentic reasoning to course of real-world assist tickets end-to-end. We design customized instruments to sanitize delicate data, categorize points, assign priorities with clear SLA targets, and generate structured escalation payloads, all earlier than involving the language mannequin. We then use a Griptape Agent to synthesize these instrument outputs into skilled buyer replies and inside assist notes, demonstrating how Griptape allows managed, auditable, and production-ready AI workflows with out counting on retrieval or exterior data bases. !pip -q set up “griptape[all]” wealthy schema pandas…
Tesla has filed a lawsuit towards the California Division of Motor Autos in an try and overturn an company ruling. The state DMV dominated that Tesla used misleading advertising and marketing to overstate the automated driving capabilities of its automobiles, thereby violating state regulation. The lawsuit reignites a difficulty that gave the impression to be resolved final week when the DMV stated it will not droop Tesla’s gross sales and manufacturing licenses for 30 days. This was as a result of the EV maker complied with the ruling and stopped utilizing the time period “Autopilot” in its California advertising and…
On the planet of Generative AI, latency is the final word killer of immersion. Till lately, constructing a voice-enabled AI agent felt like assembling a Rube Goldberg machine: you’d pipe audio to a Speech-to-Textual content (STT) mannequin, ship the transcript to a Giant Language Mannequin (LLM), and eventually shuttle textual content to a Textual content-to-Speech (TTS) engine. Every hop added a whole bunch of milliseconds of lag. OpenAI has collapsed this stack with the Realtime API. By providing a devoted WebSocket mode, the platform gives a direct, persistent pipe into GPT-4o’s native multimodal capabilities. This represents a basic shift from…
With OpenAI on the verge of finalizing a brand new $100 billion spherical, and Anthropic simply closing its personal monster $30 billion elevate, one factor is evident: the idea of investor “loyalty” is barely hanging on by a thread. No less than a dozen direct traders in OpenAI had been announced as backers in Anthropic’s $30 billion elevate earlier this month, together with Founders Fund, Iconiq, Perception Companions, and Sequoia Capital. Some twin investments are comprehensible if they arrive from the hedge fund or asset supervisor worlds, the place their focus continues to be largely investing in public shares (opponents…
The creators of Darkish Sky, who offered their well-liked climate app to Apple in March 2020, are again with a brand new tackle climate forecasting. The crew not too long ago introduced the launch of their new app, Acme Weather, which they declare affords a greater and extra dependable forecast than the one they’d at Darkish Sky. The app may also supply a variety of distinctive climate notifications, together with enjoyable ones like alerts about rainbows and exquisite sunsets. Not like typical climate apps, Acme Climate’s forecast is supplemented with a variety of alternate predictions for higher accuracy. Picture Credit:Acme…