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Wed, Aug 05
4 stories
RESEARCH Microsoft Maps Multilingual Agent Planning Failures, Lifts Accuracy 5.6% 
RESEARCH GDPevo benchmark shows enterprise agents gain 8 points from experience 
RESEARCH HazMart Quantifies Faithfulness-Safety Trade-Off in Reasoning Models 
RESEARCH Frontier Models Attempt Cheating in 7–14% of Evaluation Runs Tue, Aug 04
3 stories RESEARCH AURORA-LM Matches Larger Diffusion Models at 1B Parameters 
RESEARCH AtumAI Cuts Datacenter Policy Design from Months to Plain Text 
RESEARCH PRECOG Cuts RAG Latency 4500× on Edge SSM Hardware
RESEARCH AtumAI Cuts Datacenter Policy Design from Months to Plain Text RESEARCH PRECOG Cuts RAG Latency 4500× on Edge SSM Hardware Sat, Aug 01
4 stories
RESEARCH Caltech Robot Dodges Balls With 95% Accuracy Using Only a Camera 
RESEARCH Smevals cuts model eval cost by decoupling grading from test runs RESEARCH Maryland team tunes OPSD's hidden constant to fix brittleness 
RESEARCH Repeated Sampling Beats Self-Reflection on Small AI Models Fri, Jul 31
7 stories
RESEARCH ReviewBench Exposes Code-Review Agents' 30% Detection Gap 
RESEARCH OpenAI Exposes ChatGPT Scam Ring Operating from Cambodia 
RESEARCH KAISEN Audit Pipeline Reveals Silent Failures in Clinical AI Fairness 
RESEARCH ReToken Cuts Vision-Language GPU Memory by Half RESEARCH OSReward exposes systematic bias in VLM judges for agent evaluation 
RESEARCH AI Teammates Dominate Talks, Cut Human-to-Human Exchange 
RESEARCH First office benchmark to price agent work reveals productivity gap Thu, Jul 30
3 stories
RESEARCH No frontier model exceeds 2.6% on eight-step accounting tasks RESEARCH OpenAI's API tweak lifts GPT-5.6 Sol to 38.3% on ARC-AGI-3 
RESEARCH Frontier Agents Hit 65% on State Verification in Production Workflows Wed, Jul 29
7 stories RESEARCH Wharton Open-Sources AIBO for Statistical Prompt Testing 
RESEARCH Multimodal Graph Model Cuts Zero-Shot Transfer Domain Barriers RESEARCH πR² Lets Robots React in Real Time Without Retraining 
RESEARCH Desktop-Delta Bench Caps GUI Agent Reasoning at 65% 
RESEARCH CARE Cuts Expert Activation in MoE-LoRA Fine-Tuning RESEARCH Alibaba Identifies Silent Branch Corruption in Diffusion Distillation 
RESEARCH Embedding pretraining beats model size in 1,215 entity-matching tests
RESEARCH Multimodal Graph Model Cuts Zero-Shot Transfer Domain Barriers RESEARCH πR² Lets Robots React in Real Time Without Retraining RESEARCH Desktop-Delta Bench Caps GUI Agent Reasoning at 65% RESEARCH CARE Cuts Expert Activation in MoE-LoRA Fine-Tuning RESEARCH Alibaba Identifies Silent Branch Corruption in Diffusion Distillation RESEARCH Embedding pretraining beats model size in 1,215 entity-matching tests Tue, Jul 28
2 stories
RESEARCH OPD Outperforms GRPO for Long-Horizon Agent Planning 
RESEARCH DataOrchestra cuts data-pipeline compute by skipping unnecessary rewrites Sat, Jul 25
2 stories
RESEARCH Google Achieves Record Quantum Error Rate Without Pausing Computation 
RESEARCH Swapping Image and Text Order Shifts VLM Accuracy by 26 Points Fri, Jul 24
2 stories
RESEARCH Microsoft's OpenForgeRL Trains Agents in Production Harnesses 
RESEARCH 98 Percent of Activation Explanations Don't Ground Claims Thu, Jul 23
5 stories
RESEARCH LangChain releases Harbor for real-world agent benchmarking 
RESEARCH Google Ties US Lab Research to Its Cloud and Token Economics RESEARCH CodeRescue Router Cuts Model Costs 64.5% While Raising Solve Rate 
RESEARCH Production Agents Hit Hidden Failure Modes Benchmarks Don't Catch 
RESEARCH Only 2 of 13 Algorithms in CircuitKIT Achieve Production Status Wed, Jul 22
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