Bypassing inference bottlenecks: Accelerating complex AI search with Retrieve-for-Train
Algorithms & Theory
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Agentic AI Summit, Los Angeles 2026
Catch up on each session from Agentic AI Summit Los Angeles with classes from Meta, OpenAI, TikTok, Bank of America & extra.
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Pony.ai unveils autonomous electric truck for logistics fleets
Pony.ai has unveiled an autonomous electric truck for logistics fleets, developed with GAC Commercial Vehicle for freight provide chains. Unveiled at IAA Transportation 2026, this Level 4 (L4) heavy rig marks the fourth-generation (Gen-4) iteration of Pony.ai’s Robotruck platform. It builds on GAC Commercial Vehicle’s T9 battery-electric truck structure, with mass manufacturing set to begin…
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The AI Talent Britain Fought to Hire May Be Recalculating Its Future
A proposed overhaul of UK settlement guidelines would double the look ahead to everlasting residence, and it reaches again to sponsored engineers already right here. For AI employers, it’s quietly changing into a retention downside. By Sunny Sandhu, Senior Immigration Associate, AY&J Solicitors For years, the supply that introduced expert engineers to Britain was simple:…
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Meta Introduces ZGateway: A Stateless Proxy Tier That Unifies ZippyDB Traffic and Handles Over 1 Billion Operations Per Second
Meta engineering group launched ZGateway, a proxy tier that now sits between shopper functions and ZippyDB, the Meta’s most generally used key worth retailer. ZippyDB backs product metadata, counters, and configuration at billions of operations per second. ZGateway began as a repair for connection sprawl throughout greater than one million shopper hosts and grew into…
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Agent-net Open Sources Webagent: A Go Harness That Turns Any Website into a Guarded AI Agent
Agent-net, the crew constructing an agent-to-agent market the place AI brokers uncover, belief, and pay one another, has launched Webagent, an open supply harness for standing up public-facing enterprise brokers. So, mainly you give it your web site, get an agent, and let it speak to different brokers. Instead of writing orchestration code, a enterprise…
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Agent Harness vs Agent Framework vs MCP: Which Layer Owns the Loop, State, Tools, Permissions, and Recovery
Harness, framework, and MCP get used interchangeably in agent structure discussions. They aren’t the similar factor. They sit at completely different layers, personal completely different obligations, and more and more overlap at the edges. This article separates the 3 with 1 query. Which layer owns the execution loop, state, instrument transport, permissions, and restoration? The…
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Reward AI Releases OM-1: A Robot Policy Trained on Human Demonstrations Only, With No Teleoperation or On-Robot Data
Reward AI, a robotics startup whose staff’s prior work consists of DexCap, HumanPlus, and ALOHA, has launched OM-1, quick for Omnibody Model 1. OM-1 is a general-purpose manipulation coverage that learns from people carrying a sensorized glove, then runs on industrial arms and humanoids at human velocity. The key findings that stands out: no teleoperation…
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Sakana AI Researchers Introduce PC-ALM, a Layer-Local Alternative to Backpropagation That Trains 1000-Layer Networks
Backpropagation is a world algorithm: a ahead move, then a backward move, then a weight replace, every locked behind the earlier one. Brains don’t have any identified mechanism for that sort of network-wide section locking, which is why local-learning alternate options corresponding to predictive coding (PC) maintain drawing analysis curiosity. Sakana AI researchers suggest Augmented…
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Microsoft AI opens review on Humanist AI Code of Conduct
Microsoft AI has revealed a draft Humanist AI Code of Conduct, opening a six-week public session on operational constraints for mannequin coaching and deployment. The draft serves as a technical handbook defining system behaviour, operational boundaries, and oversight protocols throughout MAI frontier fashions. It builds on the division’s humanist superintelligence framework introduced final November, establishing…
