Fractal Resonance Digest

Verification-Based Research Agents

• 🔥 MiroThinker-1.7 & H1: Paper discusses heavy-duty research agents via verification.
• 🔥 One-Eval: Agentic...

Prof. Amarendra Kumar Sarma (IITG Physics) delivers a YouTube video on Quantum Technology And Quantum Phenomena In Macroscopic Systems, spotlighting unorthodox quantum effects at engineering scales.

• Guaranteed equality: For non-negative a_{mn} ≥ 0, ∑_m ∑n a{mn} = ∑_n ∑m a{mn}, even both +∞.
• Discrete Tonelli theorem via monotonicity of partial...

New book The Emerging Science of Machine Learning Benchmarks signals structured evolution in AI eval, earning 35 points on Hacker News.

Trend spotlight: Verification and diagnostics as stabilizers for agentic AI's emergent behaviors.

• One-Eval: Agentic system for automated and...

AI-quantum trend reveals non-random modal persistence across domains:

• Generative AI reviews 13 systems for quantum circuits/code generation,...

Mamba-3 and Hybrid SSM Architectures

• 🔥 Mamba-3 Inference Optimization: Mamba-3 is a new state space model designed with inference efficiency as...

Unorthodox quantum fix: Particles have no gravity, solving open quantum problems and paving way to quantum gravity.

• Measurement shakeup: Reshapes...

Fractal Analytics launches LLM Studio to help enterprises build cost-efficient, domain-specific AI models using open-source LLMs and NVIDIA's AI stack.

Viaggiu holographic dark energy features a peculiar DE density proportional to the reduced Planck constant Mp = 1/√(8πG), pioneered by Li via the holographic principle.

Transformer attention trends reveal persistent modal patterns for efficiency:

• Spike, sparse, sink structures dominate: spikes receive strong...

Foundational crisis: Vishal Sikka, McCarthy's student and ex-Infosys CEO, uses 1960s complexity theory to expose transformer limits.

• Self-attention...

The Carroll–Schrödinger equation stands as the structural mirror image of the ordinary Schrödinger equation, revealing hidden dualities in quantum frameworks—echoing fractal symmetries across relativistic limits.

India's quantum infrastructure boom challenges US/China dominance:

• Govt approves 23 labs, with 100 more planned nationwide, expanding beyond elite...

HSImul3R delivers the first stable, simulation-ready human–scene interaction (HSI) reconstructions via physics-in-the-loop, proven by extensive...

Quantum Interface Theory reveals consciousness exhibiting quantum-like properties when it 'measures itself', predicting signatures of quantum coherence in biological systems. A niche bridge from agents to neuro-quantum synthesis.

Quantum chaos manifests in level repulsion and random wavefunctions, with Random Matrix Theory forging deep connections from nuclear physics to black holes – revealing ordered patterns in apparent disorder.

Discrete space at Planck scales undermines smooth manifold as fundamental, emerging instead from deeper geometry.

• LQG uses spin networks for...

Hybrid architectures blending SSMs and Transformers are surging.

Key developments:

• Mamba-2 integrates SSM-centric ideas for enhanced modeling.
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Theorem 3.8 reveals that for stable processes on fractal drums, the SHC decay rate is order t when α ∈ (0, d-𝔟]—a sharp contrast from other results. This pinpoints fractal spectral exponents' ordered structure.