MCP tool design: Practical approaches and tradeoffs
When Model Context Protocol (MCP) tools underperform, the cause is rarely the protocol itself but the tool design. Many teams…
Behind the Scenes of Distributed Training and Why Your GPU Wiring Matters as Much as Your Strategy
A measured look at distributed training, from DDP and FSDP to the ZeRO stages in between, and why the wiring…
Tiny robot boats build floating structures
Most people think of the waterfront as the edge of the city. A team of MIT researchers sees it as…
Tether’s $25 Million Telecom Bet Extends Its Push Beyond Stablecoins
Tether is again making it clear that it does not want to be viewed only as a stablecoin issuer. Its…
Circle Brings Native EURC To Base As MiCA Gives Euro Stablecoins A Clearer Lane
Circle’s EURC launch on Base is a small but important stablecoin infrastructure move. It brings a native euro-denominated token to…
BNB Chain Gas-Free Stablecoin Transfers Target Crypto’s Everyday Payment Problem
Stablecoins are useful, but crypto still has a simple payment problem: users do not want to think about gas. BNB…
How to Find the Optimal Coding Agent Interface
Find the optimal way to interact with your coding agents The post How to Find the Optimal Coding Agent Interface…
Binance Helium Listing Gives DePIN Tokens Another Liquidity Boost
Helium is getting a fresh liquidity window after Binance added HNT to its spot trading lineup. For a DePIN token,…
ESMA MiCA Stablecoin Guidelines Put Non-Euro Tokens Under A Tighter European Lens
Europe’s stablecoin rulebook is becoming much more real. ESMA’s finalized MiCA guidelines add another layer of detail to how stablecoin…
Aave V4 Gas Optimization Push Shows DeFi Is Still Fighting Its Cost Problem
Aave’s V4 discussion is a useful reminder that DeFi’s next cycle will not be won only by bigger yields or…
Loop Engineering for Hierarchical Retrieval: Reading a Long Document by Its Table of Contents
Enterprise Document Intelligence [Vol.1 #7quater] – A 492-page document has a 358-entry table of contents. You can’t read it all,…
Bitcoin ETF Inflows Return As BlackRock Helps Rebuild Institutional Demand
Bitcoin ETF flows are back in the spotlight because they give the market one of its cleanest daily reads on…
Coinbase Filecoin Margin Trading Adds Leverage To The Storage Token Trade
Coinbase is giving Filecoin traders a new way to take risk. By adding margin support for FIL, the exchange is…
Cardano Node 9.0.2 Hotfix Keeps Chang Hard Fork Preparations Moving
Cardano’s road to the Chang hard fork is now deep in the practical maintenance stage. The release of Node 9.0.2…
Trump says Iran called to make a deal after U.S. strikes; adds it’s unclear if war is back on
When asked whether the U.S. and Iran are returning to full-scale military conflict, Trump responded: “I don’t know.”
NVIDIA Releases Nemotron-Labs-3-Puzzle-75B-A9B: A Compressed Hybrid MoE LLM Delivering 2.03x Server Throughput at Matched User Throughput
Large hybrid MoE models like Nemotron-3-Super are accurate but expensive to serve. Their active parameters, KV cache, and Mamba state…
Ukraine’s drone playbook is wreaking havoc in Russia — and upending where NATO wants to invest
Ukraine’s deep drone strikes on Russian refineries are reshaping the war and pushing NATO toward a $40 billion counter-drone plan.
Oil extends gains as Iran-U.S. tensions raise concerns over supply disruptions
Oil rises Thursday, amid worries over supply disruptions in the Middle East following fresh strikes on Iran by the U.S. military.
China consumer price growth weakens in June while producer inflation rises to near 4-year high
Investors increasingly view China’s two-speed growth with robust export and tepid domestic demand as a defining long-term feature of the…
Ukraine to get licence to produce Patriot missiles, Trump says
Although the Patriots are highly effective against Russia’s ballistic missiles, they also have lengthy production times.
Robbyant Releases LingBot-VLA 2.0: An Open-Source 6B Vision-Language-Action (VLA) Model for Cross-Embodiment Robot Manipulation
Ant Group’s Robbyant has released LingBot-VLA 2.0, a Vision-Language-Action (VLA) foundation model for robots. The release includes a technical report,…
US launches new wave of strikes against Iran after promising to ‘hit them hard’
Explosions have been reported by Iranian state media in parts of the country’s south.
Introducing Claude apps gateway for AWS
Enterprises deploying Claude Code and Claude Desktop across development teams need centralized control over access, cost, and policy. At scale,…
Netflix AI Team Cuts Wide-Partition Read Latency from Seconds to Milliseconds by Splitting Cassandra Partitions Per ID
Netflix’s engineering team published a method for handling wide partitions in Apache Cassandra. The research work targets Netflix’s TimeSeries Abstraction,…
Google AI Studio Adds ‘Import from GitHub’ to Build Mode, Turning an Existing Repo Into an Editable, Deployable App
Google AI Studio is rolling out an ‘import from GitHub’ feature inside its Build mode. It takes a repo and…
Trump says he’s ‘not sure’ he wants Iran deal as Hormuz Strait strife deepens
CENTCOM said it launched dozens of strikes on Iranian military infrastructure and small boats; Trump said the U.S. might take…
Powering scientific discovery: BYOKG and GraphRAG for intelligent pharmaceutical research
In pharmaceutical research, scientists face a fundamental challenge: accessing and connecting the vast amount of scientific knowledge scattered across disparate…
The Real Challenge Limiting AI Models Today
Hint: it is not GPU speed! The post The Real Challenge Limiting AI Models Today appeared first on Towards Data…
Bitcoin ETF Inflows Return As Farside Data Shows Institutions Still Buying The Dip
Bitcoin’s supply headlines have been loud, but ETF flow data is giving bulls something to point to. Farside’s numbers show…
Bitcoin ETF Inflows Return As Farside Data Shows Institutions Still Buying The Dip
Bitcoin’s supply headlines have been loud, but ETF flow data is giving bulls something to point to. Farside’s numbers show…
Securing Amazon Bedrock AgentCore Runtime with AWS WAF
When you deploy generative AI agents with Amazon Bedrock AgentCore as production API endpoints, you might want to enforce web…
Redesign Work Before You Add More AI Agents
Map AI value, design workflows, redefine talent, upgrade the executive team, and measure the business impact. The post Redesign Work Before…
MakerDAO’s SPARK Rollout Plan Shows The Endgame Transition Is Getting More Concrete
MakerDAO’s Endgame plan can sound abstract until the token mechanics start to appear. The SPARK rollout discussion gives the market…
Bitwise Solana ETF Filing Keeps SOL In The Institutional Product Queue
Solana’s ETF story keeps gaining weight. The latest Bitwise-linked filing puts SOL more firmly into the institutional product conversation, even…
Bitwise Solana ETF Filing Keeps SOL In The Institutional Product Queue
Solana’s ETF story keeps gaining weight. The latest Bitwise-linked filing puts SOL more firmly into the institutional product conversation, even…
Inside the Subspace Where Spurious Correlations Are Born
Why small samples can produce large correlations by chance, and why large does not always mean meaningful The post Inside…
SEC Boston Appointment Is A Small Personnel Move With A Larger Enforcement Backdrop
SEC personnel announcements do not usually move markets, but they do help show how the agency is staffing its enforcement…
SEC Boston Appointment Is A Small Personnel Move With A Larger Enforcement Backdrop
SEC personnel announcements do not usually move markets, but they do help show how the agency is staffing its enforcement…
XRP Reclaims A Key Support Zone As Traders Watch Open Interest Build
XRP has moved back into a zone traders are watching closely, with the $0.50 area acting as the line that…
The Threshold Is a Price, Not a Percentage
How to decide when an AI agent should act on its own by using cost asymmetry instead of a fixed…
SEC Retail Fraud Unit Puts Crypto Scam Crackdowns Back In Focus
The SEC is not stepping away from retail-facing crypto enforcement. Its new Retail Fraud Working Group puts scams, microcap promotions,…
Kraken WEMIX Listing Gives Gaming Token A Fresh Liquidity Window
Kraken’s WEMIX listing is not just another token notice for traders who follow gaming assets. It gives the project a…
Kraken WEMIX Listing Gives Gaming Token A Fresh Liquidity Window
Kraken’s WEMIX listing is not just another token notice for traders who follow gaming assets. It gives the project a…
Trump says ceasefire is ‘over’ after US and Iran trade strikes
Speaking ahead of a Nato summit, the president says US negotiators can keep talking with the Iranians “if they want”.
Trump says Iran ceasefire is ‘over’ after latest round of strikes
The president was asked about the ceasefire after an escalation of fighting in the Middle East.
Will Le Pen rise again? French nationalist leader defiant after court’s ruling
Within hours of a court of appeal confirming a guilty verdict, Marine Le Pen had already launched her presidential campaign.
Trump says he doesn’t want anything to do with Spain: ‘Cut off all trade’
U.S. President Donald Trump slammed Spain for not contributing enough to NATO, as he attended the defense alliance summit in…
NVIDIA’s Cosmos-Framework Tutorial: Designing a Colab-Friendly Miniature of Cosmos 3 World Models with Omnimodal Mixture-of-Transformers
In this tutorial, we explore NVIDIA’s cosmos-framework from a practical Colab-friendly angle while staying honest about the hardware limits of…
Denmark PM vows to defend Greenland after Trump revives push for U.S. control
Danish Prime Minister Mette Frederiksen delivered a rebuke to President Donald Trump’s latest push for U.S. control of Greenland.
Information Theory and Ensemble Models
How should we ensemble time-series forecasts better? The post Information Theory and Ensemble Models appeared first on Towards Data Science.