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'All-in-one' platform developed for multiple trait stacking in crops
'All-in-one' platform developed for multiple trait stacking in crops Gaby Clark Scientific Editor Alexander Pol Deputy Editor A major goal of modern crop breeding is to efficiently combine multiple desirable traits by "stacking" the favorable gene variants (alleles) that contribute to those traits in a single crop variety. However, current strategies are often time-consuming and inefficient. Now, a team led by Gao Caixia at the Institute of Genetics and Developmental Biology of the Chinese...
EvalStop: Using World Feedback to Detect and Correct Reward Overoptimization in Multi-Tenant RLHF Platforms
arXiv:2606.04145v1 Announce Type: new Abstract: Cloud LLM fine-tuning platforms increasingly serve RLHF workloads, where a learned reward model is optimized as a proxy for human quality. As Gao et al. (2023) showed, this proxy diverges from world feedback (downstream eval metrics) under sustained optimization pressure, a phenomenon known as reward overoptimization. Existing platform schedulers ignore this divergence: non-clairvoyant schedulers optimize JCT without any quality signal,...
DNA had one rule. Bacteria didn’t get the memo
Bacteria didn’t get the memo June 1, 2026Your DNA has never been created from scratch. Think of it like a recipe — passed down from parent to child over countless generations, all the way back 4 billion years to the earliest life on Earth. With tweaks and changes accumulating along the way, but always copied from something that already existed.
Problems at ICE facility include guard who lost loaded weapon, failure to test for tuberculosis, report says
The largest ICE detention center in the country lost track of a loaded firearm, did not provide treatment to detainees with chronic health conditions, and failed to test immigrants for tuberculosis, according to a report from the Government Accountability Office published Tuesday. The investigation from the congressional watchdog found “serious performance and oversight challenges” at Camp East Montana at Fort Bliss, which is outside El Paso, Texas. In one case, evidence associated with the...
China expands curbs on foreign deals, tech transfer after Meta-Manus block
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The Brazenness of DOJ’s Reported Investigation of E. Jean Carroll
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Commentary: It may be time to rethink Singapore’s Foreign Sports Talent Scheme and its future
Commentary: It may be time to rethink Singapore’s Foreign Sports Talent Scheme and its future If the Foreign Sports Talent Scheme is to play a continued role, looking only at short-term achievements - specifically in securing medals - risks missing the larger picture, says RSIS’ Lam Teng Si who was a former national youth table tennis player. SINGAPORE: About two months ago, former national table tennis player Feng Tian Wei officially opened her own academy in Singapore. The opening marked...
Can You Stop a Hypersonic Missile?
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Nvidia Cosmos 3
Physical AI systems must understand the real world before they can act within it. Robots, autonomous vehicles, and smart spaces need to understand what’s happening in their world, predict what’s likely to happen next, and generate actions for specific environments, embodiments, and tasks. NVIDIA Cosmos 3 is a frontier foundation model for physical AI that combines physical reasoning, world generation, and action generation within a single open model.
He Blew the Whistle on DOGE. Then His Brakes Were Cut
On April 14, 2025, Dan Berulis, an IT staffer at the National Labor Relations Board (NLRB), filed a Congressional whistleblower complaint with an extraordinary and urgent claim: The so-called Department of Government Efficiency (DOGE) had seemingly compromised the agency’s data and appeared to be exfiltrating it out of the NLRB entirely. Additionally, Berulis claimed that mere minutes after DOGE members had accessed the agency’s data, there appeared to be login attempts from an IP address in...