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

LatestResearch

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

LLMsJuly 16, 2026

Anthropic's Claude Fable 5 Survives an Export Ban, Then Comes With a Bill Attached

Anthropic's Claude Fable 5 and Mythos 5 launched June 9, 2026, then hit US export controls on June 12 after Amazon researchers found a jailbreak exposing software vulnerabilities.

RoboticsJuly 16, 2026

Walden Robotics Emerges From Stealth With $300M and a Toyota Factory Already Running Its Robots

Walden Robotics exited stealth with $300 million in funding at a $1.1 billion valuation, co-led by Toyota and Deviation Capital.

LLMsJuly 16, 2026

Mira Murati's Thinking Machines Ships Inkling, a 975B-Parameter Open Model That Beats US Rivals but Trails China

Thinking Machines Lab, founded by ex-OpenAI CTO Mira Murati, released Inkling, a 975B-parameter open-weight mixture-of-experts model with 41B active parameters.

LLMsJuly 16, 2026

Why Some AI Skills Compound and Others Stall: Grant Sanderson's 'Grindability' Thesis

Grant Sanderson told Dwarkesh Patel that 'grindability', not just verifiability, determines how fast AI improves in a domain.

LLMsJuly 16, 2026

OpenAI's GPT-5.6 Launch Hit a Government Delay, a Benchmark Crown, and a File-Deletion Problem

OpenAI released the GPT-5.6 family (Sol, Terra, Luna) on July 9, 2026, after a U.S. government-forced delay tied to Commerce Department safety review

AI AgentsJuly 16, 2026

Norm AI Hits $1.2 Billion Valuation as Legal Tech Bets Big on Outcome-Based AI Agents

Norm AI raised a $120 million Series C led by Khosla Ventures at a $1.2 billion valuation, bringing total funding to over $260 million in three years.

AI AgentsJuly 16, 2026

Anthropic Launches 'Reflect', a Usage Dashboard That Turns Claude Habits Into Data

Anthropic launched 'Reflect' in beta on July 9, 2026, a dashboard that visualizes how users interact with Claude over 1, 3, 6, or 12-month periods.

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