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The complete WAKIB archive: every published story, across every section, newest first.

LatestAI Agents

Agave Raises $15M to Automate Construction's Back-Office Paperwork

Agave closed a $15 million Series A co-led by Accel, with Y Combinator continuing to participate, bringing total funding to over $20 million since its 2021 founding

AI AgentsJuly 17, 2026

Why AI Agents Keep Misplacing Their Blocks: A 2.5-D Fix Pushes Structural Accuracy Past 94%

A new paper identifies systematic 3-D coordinate errors as the core weakness of LLMs performing autonomous structure building tasks.

ResearchJuly 17, 2026

A New Synthetic Data Pipeline Boosts Crop-Prediction Models Across a Dozen Farm Sites

TCSDG combines a Bayesian Network generator with the TabICL tabular foundation model to create synthetic agricultural data

ResearchJuly 17, 2026

New Benchmark Exposes How Compiler Optimizations Quietly Break LLM Reverse Engineering

REFORGE is a new provenance-tracked benchmark pipeline for evaluating LLMs on decompiled binary function naming, accepted to ACC 2026 in Lisbon

ResearchJuly 17, 2026

When AI Exposure Scores Disagree by 11x, a New Statistical Fix Steps In

A new arXiv paper (submitted July 13, 2026) fixes a problem where competing AI occupational-exposure scores differ by up to 11x and flip the sign of employment effect estimates

AI AgentsJuly 17, 2026

Study Casts Doubt on Self-Improving Agent Harnesses, Finds They Rarely Beat Simple Scaling

A July 2026 arXiv paper by Yike Wang tests whether automatically evolving an AI agent's 'harness' (tools, prompts, control logic) improves performance more than simple test-time scaling.

ResearchJuly 17, 2026

Graph Neural Network Hits 99% Accuracy Decoding Muscle Signals for Prosthetics in Real Time

A graph neural network for real-time sEMG-based gesture recognition achieved 99% average classification accuracy in a new study.

ResearchJuly 17, 2026

New Minimax Bound Settles the True Cost of Fairness in Multi-Armed Bandits

A new arXiv paper proves a tight minimax bound of Ω(σ√(k^max(1,q)/T)) for regret in fairness-constrained bandit problems.

ResearchJuly 17, 2026

Thomas Strohmer's "Mathematics of Data Science" Puts the Theory Back Under the Hood of AI

Thomas Strohmer submitted 'Mathematics of Data Science' to arXiv on July 11, 2026 (arXiv:2607.11938)

LLMsJuly 17, 2026

ATLAS Cuts LLM Benchmarking Down to Size, Using 41 Questions Instead of 5,600

ATLAS, a new IRT-based adaptive testing framework, matches full-benchmark ability estimates on HellaSwag using just 41 of 5,600 items, with 0.157 mean absolute error

ResearchJuly 17, 2026

Why Vision Models Fail to Generalize, and Why Locality Might Fix It

A new ECCV 2026 paper, 'On Locality and Length Generalization in Visual Reasoning,' finds that vision models with global image access learn shortcuts and fail to generalize to longer or more complex tasks, mirroring known failures in language models.

ResearchJuly 17, 2026

A Single Decoder for All Your Quantum Error Codes? New Research Puts Meta-Learning to the Test

New meta-decoding framework learns a single syndrome-to-recovery mapping shared across FiveQubit, Steane, Planar3x3, and Planar5x5 stabilizer codes.

ResearchJuly 17, 2026

A Trainable Connection Trick Shrinks Logic Gate Networks by 50x

A new arXiv paper (2607.09399) introduces trainable connections for differentiable logic gate networks and lookup table networks, not just trainable gate types

ResearchJuly 17, 2026

A New Mathematical Blueprint for Market Making in Crypto's Perpetual Futures

Minmin Zeng's arXiv paper (2607.11888) introduces a stochastic optimal control framework for market making across two exchanges in perpetual futures markets

LLMsJuly 17, 2026

A 7B Chemistry Model Cuts Hallucinations by 79% Using a Multi-Agent Trick Borrowed From Game Theory

OmniChem, a 7B parameter model, matches GPT-4o mini on ChemBench using a training corpus of 363,045 chain-of-thought traces generated via the new G-Frame framework.

AI AgentsJuly 17, 2026

India's Digital Push Hits a Wall: Government Flags AI Payment Risks, WhatsApp Usernames, and Data Leaks in One Week

CERT-In's Digital Threat Report 2025-26 proposes mandatory human oversight and audit trails for agentic AI payments above set thresholds, responding to protocols like Coinbase's x402, Cloudflare's agent-payment tools, Pine Labs' P3P, and NPCI's upcoming Unified Agent Protocol.

AI AgentsJuly 16, 2026

AWS Turns Its Own Support Desk Into an AI Agent Built on Bedrock AgentCore

AWS published a reference architecture for an AI Support Companion built on Bedrock AgentCore and Strands Agents, using MCP servers to access documentation, support APIs, and AWS services.

AI AgentsJuly 16, 2026

AWS Pinpoints Why MCP Tools Fail: It's Design, Not the Protocol

AWS says most MCP agent failures stem from poor tool design, not flaws in the protocol itself

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