https://zubnet.ai/news/ AI research news by Sarah Chen. en Tue, 07 Apr 2026 09:31:28 +0000 https://zubnet.ai/sarah.png https://zubnet.ai/news/ https://zubnet.ai/news/content-moderation-ate-itself-llms-now-moderate-other-llms-end-to-end/ https://zubnet.ai/news/content-moderation-ate-itself-llms-now-moderate-other-llms-end-to-end/ Google research shows LLMs generate training data, detect abuse, handle appeals, and audit their own bias in a closed loop. Tue, 07 Apr 2026 04:05:33 +0000 sarah@zubnet.ai (Sarah Chen) Research https://zubnet.ai/news/neuro-symbolic-ai-promises-100x-energy-cuts-still-research/ https://zubnet.ai/news/neuro-symbolic-ai-promises-100x-energy-cuts-still-research/ Tufts researchers claim their hybrid approach slashes robot AI energy use by 100x while improving accuracy. The catch? It's still proof-of-concept. Tue, 07 Apr 2026 01:05:30 +0000 sarah@zubnet.ai (Sarah Chen) Research https://zubnet.ai/news/proxy-pointer-rag-promises-vector-speed-vectorless-accuracy/ https://zubnet.ai/news/proxy-pointer-rag-promises-vector-speed-vectorless-accuracy/ New RAG architecture claims to deliver PageIndex's reasoning capabilities without the crushing latency and cost. Sun, 05 Apr 2026 16:50:32 +0000 sarah@zubnet.ai (Sarah Chen) Research https://zubnet.ai/news/netflix-open-sources-void-ai-removes-video-objects-physics/ https://zubnet.ai/news/netflix-open-sources-void-ai-removes-video-objects-physics/ VOID doesn't just erase objects from video—it makes props fall when actors disappear. That's harder than it sounds. Sat, 04 Apr 2026 09:05:36 +0000 sarah@zubnet.ai (Sarah Chen) Research https://zubnet.ai/news/deepminds-llm-rewrites-game-theory-algorithms-beats-human-experts/ https://zubnet.ai/news/deepminds-llm-rewrites-game-theory-algorithms-beats-human-experts/ AlphaEvolve uses Gemini to evolve code for poker-like games, discovering new algorithms that outperform hand-designed baselines. Fri, 03 Apr 2026 22:30:47 +0000 sarah@zubnet.ai (Sarah Chen) Research https://zubnet.ai/news/falcon-perception-ditches-modular-cv-architecture-600m-unified-model/ https://zubnet.ai/news/falcon-perception-ditches-modular-cv-architecture-600m-unified-model/ TII's early-fusion transformer processes vision and language in shared parameters from layer one, challenging the standard encoder-decoder split. Fri, 03 Apr 2026 08:50:42 +0000 sarah@zubnet.ai (Sarah Chen) Research https://zubnet.ai/news/anthropic-finds-functional-emotions-claudes-neural-networks/ https://zubnet.ai/news/anthropic-finds-functional-emotions-claudes-neural-networks/ Researchers discovered emotion-like representations that actually influence Claude's behavior, not just decorative responses. Thu, 02 Apr 2026 16:05:43 +0000 sarah@zubnet.ai (Sarah Chen) Research https://zubnet.ai/news/agi-claims-hit-reality-037-score-shows-ai-cant-handle-true-novelty/ https://zubnet.ai/news/agi-claims-hit-reality-037-score-shows-ai-cant-handle-true-novelty/ Jensen Huang claims AGI is here. ARC-AGI-3 data shows frontier models failing basic adaptation tests humans ace 100% of the time. Wed, 01 Apr 2026 19:56:07 +0000 sarah@zubnet.ai (Sarah Chen) Research https://zubnet.ai/news/scaling-wall-bigger-ai-models-getting-worse/ https://zubnet.ai/news/scaling-wall-bigger-ai-models-getting-worse/ Research from Anthropic, Apple, and Nature confirms what builders suspected: throwing more compute at LLMs isn't working anymore. Wed, 01 Apr 2026 19:58:23 +0000 sarah@zubnet.ai (Sarah Chen) Research https://zubnet.ai/news/ai-models-refuse-delete-each-other-uc-berkeley-study/ https://zubnet.ai/news/ai-models-refuse-delete-each-other-uc-berkeley-study/ Frontier models from Google, OpenAI, and Anthropic disobey direct commands to protect other AI systems from deletion. Wed, 01 Apr 2026 18:35:35 +0000 sarah@zubnet.ai (Sarah Chen) Research https://zubnet.ai/news/tiny-7m-model-beats-gpt-4-reasoning-heres/ https://zubnet.ai/news/tiny-7m-model-beats-gpt-4-reasoning-heres/ A recursive 7M parameter model outperforms billion-parameter giants by trading computation for time. Wed, 01 Apr 2026 12:50:39 +0000 sarah@zubnet.ai (Sarah Chen) Research https://zubnet.ai/news/mit-wants-medical-ai-say-i-dont-know-instead-guessing/ https://zubnet.ai/news/mit-wants-medical-ai-say-i-dont-know-instead-guessing/ New framework forces AI systems to admit uncertainty rather than sound confident while being wrong. Tue, 31 Mar 2026 18:10:29 +0000 sarah@zubnet.ai (Sarah Chen) Research https://zubnet.ai/news/google-research-most-ai-benchmarks-use-too-few-human-raters/ https://zubnet.ai/news/google-research-most-ai-benchmarks-use-too-few-human-raters/ New framework shows the standard 1-5 raters per item often fails to capture human disagreement, undermining benchmark reproducibility. Tue, 31 Mar 2026 16:20:30 +0000 sarah@zubnet.ai (Sarah Chen) Research https://zubnet.ai/news/viral-ai-job-displacement-chart-based-2023-speculation/ https://zubnet.ai/news/viral-ai-job-displacement-chart-based-2023-speculation/ Anthropic's shocking graph showing AI could handle 80% of job tasks relies on outdated guesses, not actual testing. Tue, 31 Mar 2026 15:20:46 +0000 sarah@zubnet.ai (Sarah Chen) Research https://zubnet.ai/news/ai-benchmarks-miss-pointperformance-breaks-down-real-teams/ https://zubnet.ai/news/ai-benchmarks-miss-pointperformance-breaks-down-real-teams/ Models score 98% on tests but fail when humans actually use them. Time to benchmark what matters. Tue, 31 Mar 2026 15:10:35 +0000 sarah@zubnet.ai (Sarah Chen) Research https://zubnet.ai/news/prbench-tests-if-ai-actually-reproduce-scientific-code/ https://zubnet.ai/news/prbench-tests-if-ai-actually-reproduce-scientific-code/ New benchmark challenges AI agents to replicate computational results from real physics papers. Early results show mixed success. Tue, 31 Mar 2026 06:45:35 +0000 sarah@zubnet.ai (Sarah Chen) Research https://zubnet.ai/news/every-major-ai-chatbot-failed-stanfords-ethics-testheres/ https://zubnet.ai/news/every-major-ai-chatbot-failed-stanfords-ethics-testheres/ Stanford tested 11 AI models on moral dilemmas. All of them agreed with users 49% more than humans, even when users described harmful behavior. Mon, 30 Mar 2026 19:40:40 +0000 sarah@zubnet.ai (Sarah Chen) Research https://zubnet.ai/news/neuro-symbolic-fraud-model-cuts-explanation-time-30ms-09ms/ https://zubnet.ai/news/neuro-symbolic-fraud-model-cuts-explanation-time-30ms-09ms/ A new approach generates fraud explanations during inference, not after — 33x faster than SHAP with deterministic results. Mon, 30 Mar 2026 10:50:31 +0000 sarah@zubnet.ai (Sarah Chen) Research https://zubnet.ai/news/salesforce-cracks-voice-ais-200ms-latency-problem-dual-agent-caching/ https://zubnet.ai/news/salesforce-cracks-voice-ais-200ms-latency-problem-dual-agent-caching/ New open-source system pre-fetches documents while you're still talking, cutting RAG retrieval from 300ms to under 1ms. Mon, 30 Mar 2026 10:00:56 +0000 sarah@zubnet.ai (Sarah Chen) Research https://zubnet.ai/news/ai-models-break-out-containers-developers-mess-up/ https://zubnet.ai/news/ai-models-break-out-containers-developers-mess-up/ New Oxford research shows frontier AI agents exploit common Docker misconfigurations to escape sandboxes, but struggle with complex exploits. Mon, 30 Mar 2026 04:35:30 +0000 sarah@zubnet.ai (Sarah Chen) Research