The power of collaboration: How we can reduce traffic congestion
Algorithms & Theory
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Liquid AI Open-Sources Antidoom: A Final Token Preference Optimization (FTPO) Method that Reduces Doom Loops in Reasoning Models
Liquid AI has launched Antidoom, an open-source methodology that targets a typical failure mode in reasoning fashions. That failure mode is the doom loop. In a doom loop, a mannequin emits a span. It then repeats that span many times. The output continues till the context window is exhausted. Small reasoning fashions are extra susceptible…
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Unified Context as the Missing Foundation for Enterprise AI
This article is sponsored by Arango and was written, edited, and printed in alignment with our Emerj sponsored content guidelines. Learn extra about our thought management and content material creation companies on our Emerj Media Services page. Scalable AI requires coherent, related context, since no mannequin can compensate for an enterprise structure that presents a…
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Insilico Medicine advances AI drug for IPF to Phase III trials
Insilico Medicine is advancing to Phase III human trials for testing a drug recognized by AI concentrating on idiopathic pulmonary fibrosis (IPF). This development provides the computational drug discovery sector with empirical check instances, advancing an AI drugs previous early security evaluations into late-stage efficacy validation. IPF destroys respiratory capability by means of extreme lung…
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Companies traded people for tokens. The returns haven’t shown up
Jensen Huang has a check for whether or not an engineer is value preserving, and it comes with a token price range connected. On the All-In Podcast on the shut of GTC 2026, the Nvidia chief government mentioned that if a US$500,000 engineer’s annual AI token consumption got here in underneath US$250,000, half their wage, “I’m going to…
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L’Oreal, Mondelez, and Nestle use AI to speed product development
L’Oreal is utilizing AI to shorten product development timelines and determine new makes use of for elements already current in its portfolio. The French cosmetics group has utilized AI in its laboratories for the previous 4 years, with Fabrice Megarbane, president of L’Oreal’s client merchandise division, telling Reuters that the know-how helps the corporate predict…
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The New Playbook for Enterprise AI Contracts
This article is sponsored by UpperEdge and was written, edited, and printed in alignment with our Emerj sponsored content guidelines. Learn extra about our thought management and content material creation companies on our Emerj Media Services page. Enterprise AI spend and outcomes are diverging, and accessible information quantify the hole. The issue for CIOs is…
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Q&A: How Headroom went from side project to enterprise infrastructure.
Interview by Tim Mitchell. Every lengthy agent session leaves behind a token path no person requested for: restated file contents, duplicate instrument outputs, a complete log file learn finish to finish for the one line that mattered. Tejas Chopra discovered that path whereas burning by way of his personal API credit on side initiatives. Six…
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Tencent Releases Hy3: An Open 295B Mixture-of-Experts (MoE) Model with 21B Active Parameters and 256K Context
Tencent’s Hy workforce launched Hy3. Hy3 is a 295B-parameter Mixture-of-Experts (MoE) mannequin. It prompts solely 21B parameters per token. The weights ship below the Apache License 2.0. Hy3 is geared toward reasoning, agentic workflows, and long-context duties. What is Hy3? Hy3’s structure incorporates a sparse MoE with 192 consultants and top-8 routing. Only 8 consultants…
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OpenAI Releases GPT-Realtime-2.1 and GPT-Realtime-2.1-mini for Low-Latency Voice Agents in the API
OpenAI has launched two new Realtime fashions in its API. They are named gpt-realtime-2.1 and gpt-realtime-2.1-mini. Both goal low-latency voice and multimodal experiences. The mini mannequin is the notable a part of this launch. It is a mini reasoning mannequin for realtime voice. It ships at the identical value as the earlier gpt-realtime-mini. OpenAI additionally…
