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Classy AI News Staff — Research Desk

Editorial team covering verified AI industry news, research releases, and policy developments.

Articles by Classy AI News Staff — Research Desk

Feet to Fingertips: Gemini Robotics 2 Publishes Whole-Body Humanoid Metrics · Robotics
Patent the Meaning Layer: MindWalk Locks In HYFT Biology Architecture · Biotech
Trust the Circuit, Not the Extrapolation: IBM's Trio of Validated Quantum Advantage Demos · Quantum
Inside the Model, Not Beside It: Metis Prototypes Native Memory for Foundation Models · Research
Ten Proofs in Lean: OpenAI's Astra Cracks a Decade of Stalled Mathematics · Research
One Forward Pass: Quantinuum, NVIDIA, and Pfizer Train AI to Write Quantum Chemistry Circuits · Quantum
The Verification Era Begins: Insilico Doses First Patients in Phase III Rentosertib Trial · Biotech
Harvest Now, Migrate by 2029: Microsoft Accelerates Its Quantum-Safe Cryptography Timeline · Quantum
The Executable Loop: Frontis-MA1 and OpenMLE Put Recursive Self-Improvement on a Benchmark · Research
Braid, Fuse, Compute: Quantinuum Demonstrates Universal Topological Gates on Hardware · Quantum
Open Weights at 2.8 Trillion Parameters: Kimi K3 Sets a New Bar for Deployable Frontier Models · Research
Memory on Its Own Terms: Scaling Parametric Long-Term Memory Beyond the Base Model · Research
Bigger Models Build Fewer Tools: Lomekwi Paper Finds Inverse Scaling in Agent Recognition · Research
Skills That Evolve Themselves: Skill Self-Play Reconciles Verification and Open-Ended LLM Training · Research
Two-Dimensional From Day One: ZuriQ's $25.5M Bet on Penning Micro-Traps · Quantum
Timing Is a Measurement Problem: RL for Code Optimization Finally Works · Research
The Kinase Atlas: KinoPlex Maps Phosphorylation Across the Human Proteome · Biotech
Trust Without a Classical Witness: IBM's Trio of Validated Quantum Advantage Claims · Quantum
The Proof Breakers: Mythos, CryptanalysisBench, and AI's Cryptographic Turn · Research
Beyond Hyundai: Atlas Gets Its First External Client Pilot in 2027 · Robotics
The Linguist Compressor: When Rules Beat Forward Passes on Inference Cost · Research
The Noise Sweet Spot: Quantum Neural Networks Pass Their First Cross-Platform Hardware Test · Quantum
The Context Bridge: Ellington et al. Unify Statistics, Meta-Learning, and Foundation-Model Routing · Research
The Effect Cloud: FEGA Shows Sparse Autoencoder Features Rarely Steer Like Simple Directions · Research
The Schedule Layer: LeSAMP Learns When Diffusion Models Should Change Their Sampling Knobs · Research
The Möbius Bridge: Claude Mythos Finds Cryptographic Weaknesses NIST Review Missed · Research
The Unified Oracle: PeptiVerse Maps Developability Across Canonical Sequences and Modified Peptide Chemistry · Biotech
The Surrogate Policy: SLPO Brings Outcome-Reward RL to Latent Reasoning and Unlocks Test-Time Scaling Below the Token Layer · Research
The Inverted Workflow: IBM's Genesis Project Starts With Quantum Algorithms and Sends Agents to Find the Problems · Quantum
The Concept Bottleneck: COMPASS Maps Tumor Immune Biology Before It Predicts Who Responds to Checkpoint Inhibitors · Biotech
The Marathon Grade: Long-Horizon Terminal-Bench Exposes Where Agent Demos Stop and Real Work Begins · Research
The Reactive Fault Line: Why LLM Agent Bugs Live at the Model-Harness Boundary · Research
The Drifting Target: Why LLMs Lose the Plot When User Intent Evolves Mid-Conversation · Research
The Relation Graph: GraphVid Moves Video Control From Pixels to Structured Interactions · Research
The Open Gate: OpenDDE Brings IsoDDE-Class Co-Folding to Apache-Licensed Drug Discovery · Biotech
The UMI Bridge: How Xiaomi-Robotics-1 Tests Whether Robot Policies Scale Like Language Models · Robotics
The Fusion Clause: Quantinuum and UChicago Prove S3 Anyons Can Compute Without Magic State Distillation · Quantum
The Analogy Layer: Meta's RA-RFT Teaches Models to Retrieve by Reasoning Benefit, Not Surface Similarity · Research
The Closed Loop: NISE Teaches Two Neural Networks to Negotiate Until a Drug Has a Pocket · Biotech
The Cascade Filter: How IBM's OpenEvolve Turns LLM Guesses Into 465 Verified Quantum Error-Correction Codes · Quantum