Recurring payments are merchant-initiated transactions that traditionally require storing card details, increasing security and PCI risks. Tokenization replaces sensitive card data with merchant-specific tokens and cryptograms, reducing fraud exposure, shrinking compliance scope, and improving autho...

With minimum and living wage increases arriving in April 2026 and hiring slowing across the UK, SMEs can no longer rely on workforce expansion to drive growth. Instead, sustainable cost control will depend on reducing payroll inefficiencies, improving visibility, protecting retention, and tightening...

Startups give value away to build brand, then tighten paywalls to grow revenue. Here’s how to choose your spot.

PMF can win users but still kill your startup.

A quick look at how today’s large language models trace back to ancient philosophy and why they rely on probability rather than true understanding.

A former Codecademy growth lead shares hard-won lessons on monetizing freemium B2C SaaS—what they screwed up, what worked, and how to grow LTV.

Researchers at Google DeepMind developed GraphCast, a graph neural network that predicts global weather up to 10 days ahead at 0.25° resolution in under one minute. Trained on ERA5, it outperforms European Centre for Medium-Range Weather Forecasts’s HRES system on 90% of 1,380 targets. GraphCast als...

Researchers at DeepMind built Gato, a 1.2B-parameter transformer trained on 604 tasks spanning Atari games, image captioning, dialogue, and real-world robotics. Using one shared set of weights, Gato processes text, images, and actions as tokens in a single sequence model. It achieves strong multi-ta...

Researchers at Google introduce a method to distill complex machine learning models into concise, human-readable piecewise-linear curves. Using their open-source pwlfit library, they convert decision forest and additive models into transparent source code without sacrificing accuracy. Tested on data...

AutoDev is a Microsoft-built AI framework that turns GPT-4 into an autonomous software engineer. Unlike tools like GitHub Copilot, it doesn’t just suggest code — it edits files, runs builds, executes tests, retrieves context, and fixes its own bugs inside a secure Docker environment. On the HumanEva...

ConvNeXt rethinks convolutional neural networks by modernizing ResNet with Transformer-inspired design choices. The result is a pure ConvNet that matches or beats Vision Transformers like Swin on ImageNet, COCO detection, and ADE20K segmentation. Achieving up to 87.8% top-1 accuracy, ConvNeXt proves...

You’ll also see more national tech coverage with grounding in California, alongside California coverage that will have national and global lessons and resonance.

Explore the intersection of quantitative finance and geometric deep learning. Learn about worst-case portfolio optimization under market crash scenarios and LSEnet, a deep graph clustering model utilizing Lorentz hyperbolic space to organize complex data without predefined cluster numbers

Ernest Ivraine lives under his father’s rigid, greedy control, carefully plotting to help his brother Henry rise in rank and fortune. While Henry endures hardship as a soldier abroad, Ernest silently manages family wealth, navigates scheming relatives, and earns his father’s trust. Through patience,...

Crypto was built to be open, fast, and available for everyone, anywhere. It’s also decentralized, with no single central party behind. There *are* fees every time you transact, even if your action isn't a payment.

This essay frames 2026 as a year of heightened geopolitical and macro uncertainty that forces crypto to mature: away from meme-driven speculation and toward “value” via tokenization, privacy infrastructure, stablecoin expansion, and a renewed focus on DeFi. It argues that hard assets and real-world...

Becoming a writer is easy, but becoming serious about your writing is a whole lot harder and more complex. Here are some important lessons every beginner writer should know.

Simplified guide to fal.ai’s Vidu Q3 Turbo image-to-video model—turn a single image into a coherent clip fast, with tips for motion and consistency.

Traditional data platforms rely on centralized monoliths and complex engineering pipelines that often create bottlenecks for business decision-makers. This article introduces Da2a, an open-source prototype that proposes a decentralized, agentic architecture where specialized Domain Agents (e.g., Mar...

Stop mistaking shipping for progress. Learn how North Star Metrics align product work with user value and business outcomes, plus examples from Uber, Slack, Airbnb, and more.

Build problem-centric personas fast, collect the data in onboarding, and optimize for the persona with the highest retention and LTV.

Software development is not dying it is evolving.

Learn how to bucket churn (payments, persona, time-to-value, happy exits) and fix it in the right order to boost LTV fast.

AI code generation isn’t the revolution it’s marketed to be. While it accelerates greenfield projects, most real-world teams operate inside complex, evolving systems where maintenance, context, and trust matter more than first-draft speed. The true leverage of AI lies not in producing “perfect” code...

Enterprises are wasting upwards of $44 billion on cloud spending due to a legacy model of over-provisioning. The NodeLink model utilizes the RAM and CPU in the NX1 and also the internet bandwidth already sitting idle in homes.

This week’s Projects of the Week spotlights three standout entries from the Proof of Usefulness Hackathon. QuantumLayer embeds climate risk into software via API, Ekstra AI delivers privacy-first foot traffic insights for small businesses, and ComLab transforms scattered user feedback into actionabl...

HackerNoon offers 6–12 month remote technology hackathons designed for sustained developer engagement rather than short-term hype. Instead of fleeting ads, sponsors get deep API adoption, compounding SEO value, and permanent technical content hosted for a monthly audience of 4M+ readers. It’s gamifi...

I’m convinced that personal AI agents are too powerful to ignore and too dangerous to deploy carelessly. I built one anyway. Here are practical security principles I use: dedicated accounts, Docker sandboxing, Tailscale closed network, tool policies with human approval, no third-party plugins, and f...

Portal One+ is an open-source, self-hosted AI assistant that connects to Telegram, WhatsApp, Signal, Discord, and others. It is like hiring a personal assistant who sits at your desk all day, but knows your world by day 30. The bot is built on the OpenClaw runtime, which is a stateless, persistent w...

Sibasis Padhi is an expert in Agentic AI microservices and cloud performance optimization for financial systems. He wrote a winning entry for the HackerNoon Writing Contest. Padhi's article was born out of a real-world architectural dilemma.

Ernest Ivraine lives under his miserly father’s shadow, quietly bearing the burdens of wealth and duty. While his brother Henry escapes to India for honor and freedom, Ernest guards his family’s interests and struggles with resentment, love, and moral obligation, facing a life where loyalty clashes...

In this chapter, a young woman endures the strict guidance of her governess, family pressure, and the unwanted attention of a conceited suitor. Despite wealth and comfort, she longs for the freedom and beauty of her childhood home. The story explores the conflict between societal expectation, person...

Link11 launches its new “[AI Management Dashboard]” to make AI traffic transparent, controllable, and auditable within existing workflows. The solution deliberately separates AI traffic from general bot traffic and makes it visible as a separate analytics category.

Trust shouldn't be trapped inside apps. When you switch Nostr clients, your context disappears and you rebuild the same trust layer from scratch. I built an extension and oracle that compute Web of Trust scores from your social graph once, making them portable across every client. Users control trus...

Discover how Inframarkets is redefining energy hedging for institutional participants with innovative risk management solutions and market transparency.

Temporal is a tool for building distributed systems. Instead of relying on complex distributed setups, it gives teams a simpler path forward. Developers gain room to focus on logic, using workflow creation without extra hurdles.

AI tools dramatically accelerate implementation, but they expose a deeper limit: human comprehension. Code now grows faster than teams can absorb it, creating “comprehension debt.” The article introduces three mental models — AI YAGNI, AI Seduction, and Judgment as the Bottleneck — arguing that spee...

Aims to build a multi-lens introspection system designed to take a user’s inner state and translate it into structured insights. When we fed it lived guidance from monks directed at specific human situations, it hit a wall. It couldn’t stabilize on an interpretation that respected the situation.

Technology offers powerful tools for environmental progress, but relying on it too much may reduce personal responsibility. True change still begins with human attention and intention.

Integrating AI agents into your business doesn’t have to feel like open-heart surgery. Done correctly, it feels more like hiring a very capable assistant who quietly makes things easier. AI is powerful, but it’s still software. It needs structure, rules, and a clear job description.

A three-year backtest of putting $10 a day into BTC, ETH, SOL, and XRP - how auto-invest style DCA stacks up against emotional trading and endless “signals”.

Voice is the next big data problem. See how Deepgram masters noisy audio and why the future of real time AI requires ethical voice cloning.

Cybersecurity vendors trusted to protect Linux systems ignore available controls to protect their own services, leaving users exposed to supply chain attacks.

Replace custom LLM wrappers with 7 production-tested Python libraries. Covers LiteLLM, Instructor, FastMCP, PydanticAI, tiktoken, and more with code examples.

I started as a practicing lawyer working with small businesses. It didn’t take long to see the ceiling of the offline model.

Step 3.5 Flash shows how to get frontier reasoning without frontier bills—sparse experts, smarter routing, and MIS-PO RL that keeps training stable.

ERL adds a reflection step to reinforcement learning: attempt, feedback, explanation, refined attempt. The result: faster learning, higher reward, same inference cost.

Discover advanced solutions for the worst-case optimal portfolio problem. Learn how to manage Knightian uncertainty and market crashes using logarithmic preferences, BSDEs, and stochastic volatility models like Heston and Bates.

With AI integrated into workflows, a lean team of 10 people can ship faster and better than a firm with 200 people. But before you can get product feedback, you need system feedback

Code2World predicts GUI changes by generating renderable code instead of pixels—making world models more accurate, inspectable, and editable.

RentAHuman.ai is a marketplace where AI systems search for, book, and pay real humans to perform physical tasks. The site was built by AI to help AI hire humans. The first completed transaction on RentAHuman was not a package pickup or a restaurant review, but religious evangelism.

The robotics industry is currently a battlefield between Classical Control ("White Box"), which uses predictable physics equations, and Deep Learning ("Black Box"), which uses data-driven intuition. While AI excels at perception, it lacks an inherent understanding of physical laws, leading to danger...

Jekyll is a Ruby-based static site generator. Hugo builds upon Go and touts itself as "amazingly fast" Jekyll doesn't support Ruby 4.0, and Hugo does.

Layered MAPF introduces a progressive decomposition strategy that splits large multi-agent pathfinding problems into smaller solvable subproblems. By treating other subproblem solutions as dynamic obstacles, it significantly reduces time and memory usage—particularly for serial MAPF methods—while la...

Generative AI gives instant answers but weakens deep learning if you rely on it for thinking. It can assist writers with brainstorming and optimization, yet it cannot replace experience, judgment, or original ideas. Reading, reflection, and the ability to defend what you publish remain the real diff...

Vibe coding relies on large AI models trained on vast codebases. You give a prompt like “Create an e-commerce site” and the AI attempts to autocomplete a solution, often generating hundreds or thousands of lines of code. Companies offer this as “dev on autopilot”: Replit advertises “No-code needed —...

This article challenges a core assumption of blockchain design: that transaction history must be stored indefinitely. While debates focus on stronger cryptography and privacy coins, the deeper issue is permanent data retention. Privacy degrades over time as analytical techniques improve and archived...

Blind prompting kills intuition, Refactoring must be human-led, Strong fundamentals matter more than ever. The future belongs to high-impact architects who can direct intent, mentor juniors, and keep the steering wheel as AI accelerates everything.

Dash, the decentralized payment network that has supported protocol-level privacy since launching in 2014, announced it will integrate Zcash's Orchard shielded pool into its Evolution chain, the application platform it launched in July 2024. The integration brings zero-knowledge cryptography, the sa...

Phemex is restructuring itself around intelligent systems. Artificial intelligence will serve as a foundational layer across management, operations, product development, and strategic planning.

The Sentient Foundation is a nonprofit organization dedicated to ensuring that Artificial General Intelligence (AGI) remains open-source and aligned with humanity's interests. The Foundation's mission is to ensure AGI is never controlled by a single entity.

The Safe Foundation is committing up to 5,000,000 SAFE to accelerate the infrastructure powering secure and easy self-custody across the onchain economy. The program operates through standardized, non-exclusive agreements designed to foster open collaboration.

Decomposing Multi-Agent Pathfinding (MAPF) instances into layered subproblems consistently reduces runtime and memory consumption while increasing solver success rates across major algorithms, including EECBS, PBS, LNS2, and Push and Swap. However, these efficiency gains often come at the expense of...

An analytics dashboard at a company was taking 4 minutes to load. The company was spending $8,000 a month on a database that was basically doing math on spreadsheets. The database we were currently using—the one we were using—took as long to load as it takes to microwave a microwave.

The average global breach cost will rise to $4.88M in 2024, up 10% from the previous year. In H1 2025 alone, 1,732 breaches exposed over 165 million records. Qatar's Bet: Confidential AI Gets Physical.

Large Language Models (LLMs) have been making headlines for expressing their "desires" The phenomenon raises disturbing set of questions that go far beyond technology. To understand where we stand in this new era, we must peel back the layers of the machine, one by one.

This study evaluates the computational impact of decomposing Multi-Agent Path Finding (MAPF) instances into subproblems. Across 22,300 benchmark instances, decomposition generally adds minimal overhead—under 1 second and less than 1 MB of memory—while significantly reducing problem size in maps with...

In Chapter VIII, Miss Caldera, a learned but poor governess, tutors young Mina Frazer at home. The story explores their growing bond, contrasts between past happiness and present struggles, and Mina’s connection to her Scottish heritage. Themes of compassion, education, and personal growth unfold as...

Chapter VII follows Mina Frazer, a determined child navigating life away from Scotland. Her uncle John Merapie struggles to manage her strong will while balancing family duties and societal expectations. From conflicts with her governess to her mother’s influence, Mina’s story reveals childhood stub...

In this exclusive HackerNoon interview, Crypto Expo Europe CEO Ruxandra Natalia Tataru breaks down the MiCA regulatory shift, Romania's rise as a fintech hub, and how the 2026 Expo bridges institutional finance with Web3 innovation.

A mysterious VPS slowdown turned out to be a silent cryptojacking attack. After days of troubleshooting, I discovered five powerful (and free) Linux terminal tools—btop, htop, glances, bpytop, and bmon—that reveal real-time CPU, RAM, swap, disk, and bandwidth usage. If you run a VPS, constant monito...

This article introduces a structured methodology for decomposing Multi-Agent Pathfinding (MAPF) instances into smaller, solvable subproblems. The process begins by identifying agent dependencies and forming clusters through relevance graphs. These clusters are iteratively bipartitioned using unavoid...

Five thousand miles apart, a legally blind Adaptive Systems Architect refused to let geo-locking win. After battling inaccessible cloud dashboards and spinning up a free Oracle Cloud VPS, he built a WireGuard VPN from scratch to stream Love Island with his girlfriend in London. A story about love, a...

Eduardo Próspero reflects on winning twice in a HackerNoon Bitcoin writing contest by revisiting and updating past crypto predictions. Through research-driven commentary, he explored cultural ideas like Bitcoin citadels and clarified long-standing misconceptions between Bitcoin and crypto—proving th...

Yieldmo, an online advertising platform processing billions of daily ad requests, faced high DynamoDB costs and multicloud latency challenges. By migrating to ScyllaDB’s DynamoDB-compatible API, they achieved multicloud flexibility, cut database costs by roughly 50%, and maintained single-digit mill...

An AI-powered Gmail Summary Agent built with n8n can filter promotions, group emails by category, extract action items, and deliver one clean HTML summary daily. Instead of drowning in threads, you get a focused report in 5–10 minutes. The workflow uses Gmail nodes, an OpenAI model, and simple JavaS...

AI and intelligent automation are transforming cybersecurity operations. From SOAR-driven incident response and UEBA anomaly detection to predictive vulnerability scoring, organizations can reduce alert fatigue, shrink MTTR, and shift from reactive defense to proactive protection. Success depends on...

A Series B startup hired me to build its data platform from scratch. With 50M events/day and a one-person team, I chose boring, scalable tools: Fivetran, Airbyte, BigQuery, dbt, Dagster Cloud, and Looker. No Kafka. No Spark. Total cost under $3K/month. The focus: operability, trust, semantic consist...

AI is driving a structural GPU shortage as Big Tech pours $600B into infrastructure. Data center GPU markets are projected to grow 10x by 2032. Unlike crypto mining, GPU yield comes from commercial AI compute demand. Platforms like GPUnex let investors access this via structured packages with daily...

Payment rails have modernized—faster settlement, richer standards, regulatory KPIs. But inside enterprises, data remains fragmented across banks, ERPs, and spreadsheets. Mid-market firms suffer most, lacking the scale to internalize complexity. The real bottleneck isn’t execution speed; it’s post-tr...

AI is disrupting software and knowledge work faster than past tech revolutions due to its velocity and instant distribution. Job displacement is real, and denial is dangerous. But Computer Science isn’t obsolete—it’s evolving. The edge now lies in architecting AI systems, grounding LLMs, managing co...

Amid the AI gold rush, Jupyter notebooks have become a major security blind spot. A scan of 5,000 public .ipynb files uncovered AWS access keys, OpenAI and Hugging Face tokens, prompt injection payloads, and unsafe pickle deserialization risks. Traditional scanners miss notebook outputs, leaving cre...

AI agents face unsustainable economics, making advertising inevitable. But unlike traditional ads, AI placements may be invisible—embedded in recommendations shaped by biased training data, RAG retrieval, or affiliate-weighted tools. As platforms like Perplexity and Google experiment with sponsored...

Mutuum Finance (MUTM) is a decentralized finance platform designed around real financial activity. Its structure is built on two complementary lending models: Peer-to-Contract (P2C) and Peer-To-Peer (P1P) MUTM is priced at $0.04, with over 19,000 holders.

Infrastructure operations evolved from manual SSH-based server management to automated configuration tools, containerization, and ultimately GitOps. Each stage solved scaling and consistency problems while introducing new complexity. Today, GitOps represents a major shift: using Git as the single so...

Economics has become the only thing that seems to matter. It's not just the subject of social discourse but also its language. We spend time, we value things monetarily, we think of the costs. Economics is the real tower of Babel.

Building a security-first autonomous AI agent and letting it run without interference for a week

Scaling a marketplace isn’t about demand — it’s about turning supply from manual chaos into a system. We rebuilt our onboarding funnel from scratch, filtered 5,000+ applicants down to 400 reliable providers, and learned how to scale trust without burning margins.

Why today’s AI can “vibe code” but fails at real engineering—and how long-context efficiency plus agentic RL closes the gap.

Explore the visualized hyperbolic partitioning trees of the Cora dataset using LSEnet. Discover how Differentiable Structural Information (DSI) and the Lorentz model identify optimal cluster structures without predefined group numbers (K).

Dive into the technical implementation of LSEnet, including its Breadth-First Search (BFS) decoding algorithm and its performance against elite baselines like GC-Flow and S3GC across major datasets.

Discover how trees can be embedded into hyperbolic space with arbitrarily low distortion and explore the mathematical foundations of Frechet means and gyro-midpoints in Riemannian manifolds.

RAG systems fail because of broken data pipelines, not bad models. Poor chunking orphans meaning. Stale indexes serve outdated answers. Missing metadata can't filter irrelevant results. Fix Monday: audit your corpus completeness, rebuild indexes regularly, and measure retrieval recall before blaming...

Access the comprehensive mathematical proofs for Differentiable Structural Information (DSI). Explore the rigorous validation of equivalence, additivity, and graph clustering bounds that power LSEnet and self-organizing networks.

Complex AI systems will not be agent orchestras. Artificial Domain Intelligence (ADI) does not emerge from adding instruments or conductors. Here's why and how to build one.

When haunted by feelings of self-doubt, if you focus on negative attributes, then that negativity becomes embedded in your brain. If you tell yourself that speaking up in a meeting will expose you and choose to keep quiet, your brain learns to associate “keeping quiet” as a safe behavior while “spea...

Sai Perps is a new trading platform built to be as fast and intuitive as a centralized exchange with the transparency and self-custody of onchain settlement. The platform features gasless transactions, removing friction for traders while maintaining full onchain security. Let’s Go Saicho is a one-mo...

The American Psychiatric Association is exploring adjustments to the next iteration of the DSM. What would indicate progress is not just more labels, but to use responsible components to describe and map mental disorders. It will also apply to developing a new nosology for human intelligence, as art...

MYX is a decentralized exchange that lets traders take leveraged positions without expiry dates. Consensys is the single largest investor in MYX, a notable signal given that Consensy builds core Ethereum infrastructure.

JPMorgan's blockchain platform, Kinexys, has processed over $1.5 trillion in transactions since launch, yet the bank has publicly stated that the absence of mature on-chain privacy solutions creates "operational friction" in tokenized asset interactions. Fhenix, founded by MIT cryptographer Guy Zysk...

From 2016 to 2026, HackerNoon's transformed from a site built atop an unreliable CMS to a resilient, profitable publishing platform with diversified revenue, owned distribution, and defensible infrastructure. We survived multiple tech cycles while compounding audience trust and pricing power. Q4 202...

Cash Deposits is a new feature that allows users to load physical cash and convert into digital assets directly inside their Trust Wallet. Users can load cash into a digital wallet at over 15,000 retail locations nationwide and receive stablecoins and other digital assets (BTC, SOL etc) directly int...

Don't go in without a plan. For a strategy before you begin writing. Connecting with writers is another great tip to become a full-fledged writer. And finally, try to avoid burnout as much as you can. The HackerNoon Blogging Fellowship Course includes modules that take a step-by-step journey to impr...

This paper formalizes multi-agent pathfinding in N-dimensional grid spaces and introduces LayeredMAPF, a decomposition-based framework that splits large MAPF instances into smaller, solvable subproblems. By leveraging dependency analysis and a connectivity graph, the method maintains completeness wh...

This section reviews key Multi-Agent Pathfinding (MAPF) algorithms designed to reduce computation time. It contrasts serial methods like CBS, LNS, and PBS with parallel approaches such as PIBT and LaCAM, detailing enhancements—heuristics, conflict prioritization, neighborhood search, and priority st...

Widow Mrs. Frazer, used to Highland comfort and dreaming of grand London life, visits her wealthy bachelor brother John Merapie. She anticipates refinement, fashion, and ease for her children, but John’s practical, unpretentious lifestyle shatters her illusions. Amid family tensions, strict housekee...

Glaze, a crypto infrastructure researcher at IOSG Ventures, won second place in the #DecentralizeAI Writing Contest by analyzing the gap between Web2 AI maturity and Web3 AI product design. Drawing from hands-on product experience and founder conversations, the piece argues that real opportunity lie...

Chapter V shows how death and financial disaster uproot Mina’s life. After Captain Frazer’s failed investment wipes out the family fortune, his widow refuses a modest life in Scotland and chooses London instead. Despite Mr. Frazer’s plea to keep Mina at Craigmaver, she is taken south to be reshaped...

In the age of AI, why does so much of our migration and modernization effort still depend on manual labor? The challenge isn't moving data, but translating complex business logic.

AI hallucinations aren’t random glitches — they’re a natural consequence of how large language models are trained to predict plausible text, not verified truth. This guide breaks down the mechanics behind hallucinations, explains why better reasoning doesn’t guarantee factual accuracy, and offers pr...

OWASP Smart Contract Top 10 2026 is a risk prioritization framework developed from real world exploit data observed across blockchain ecosystems in 2025. The 2026 ranking encourages teams to integrate risk modeling earlier in the development lifecycle. The release also includes an Alternate Top 15 W...

Zircuit Finance is a secure platform for institutional-grade strategies. The vault is designed to generate yield on USDC and USDT, with a stated target range of 8–11% APR, subject to market conditions and variability. Zircuit is built by cybersecurity veterans who secured more than $200 billion in a...

Multi-Agent Pathfinding (MAPF) becomes exponentially harder as the number of agents increases, often making large instances computationally infeasible. This paper introduces a solvability-preserving decomposition framework that splits large MAPF problems into smaller, independent subproblems, enabli...

I ditched Google Drive, iCloud, 1Password, and three streaming services by setting up a home server running StartOS. Total savings: roughly $100/month. The hardest part was not the tech. It was unlearning the assumption that the cloud is the only option.

Time’s arrow may be a selection effect. If not every ending is allowed, not every past is possible. Define time as the ordering that maximizes joint predictability among coupled observables, then add a minimal admissibility set, a weak constraint on allowed outcomes. That constraint breaks symmetry...

Why do we "understand" words but fail to get results? Explore the bridge between Memes (transferable information) and Schemes (internalized mastery).

I would want a butler who's smart and can stay in control not someone who can be hypnotized easily. Suggestibility is a risk factor than intelligence. People think these systems are like ways to find things but really they are more, like having a new employee who can access everything you can.

Manual image editing for product retail often bottlenecks creative teams with repetitive tasks like background removal and resizing. This article introduces Combo Banana, a prototype that automates these workflows by allowing designers to define reusable "combos"—sequences of AI-driven operations ex...

Is your AI hallucinating? The problem isn't your prompt; it's your context.

Skipping source code for AI-made binaries isn’t the future—it’s a rollback. Here’s why compilers exist, and why “stochastic compilation” doesn’t ship.

Great products aren’t built by adding more. They’re shaped by the discipline to remove what no longer earns its place.

Streamlit is a tool-backed market brief copilot app. It uses EODHD tools and a single `run_brief()` function. It has a two-pane layout: brief on the left, numbers on the right. It's designed to feel like a product screen, not a chat window.

CPython lists are actually static arrays. Understanding their contiguous memory layout explains why append() is cheap but insert() is expensive. Here is the mental model required for interviews.

AgentDoor is a middleware that adds a machine-readable front door to your API. When an AI agent hits your service, instead of navigating a human signup flow, it does this. Agents are hitting your endpoints through hacky browser automation, scraping your docs, and reverse-engineering your auth flows.

Claude Code for fullstack development doesn't require complex workflows. Three essentials — full-stack debugging visibility, LLM-friendly docs, and an opinionated framework like Wasp — are all you need.

Discover how LSEnet bridges deep learning and information theory to solve graph clustering without a predefined cluster number. By minimizing structural entropy in hyperbolic space, this model uncovers natural data groups automatically for more accurate network analysis.

Browsers still can’t provide the same smooth calling experience as native mobile apps. Many popular services simply block calls from mobile browsers and force users to install a native app instead. Here are some practical solutions that actually work.

Security tools speak in volumes of automated findings. Business leaders speak in risk, cost, and “should I be worried right now?’ That gap is where the panic starts.

Senior teams often stop debugging their decisions once alignment seems achieved, mistaking silence for clarity and shared understanding. This "interpretive drift" occurs when confidence replaces interrogation, compressing decision-making processes and hiding assumptions. The real risk isn’t misalign...

Analysis of why crypto presales targeting niche markets like pet care and local payments show better survival rates than broad general-purpose projects. Editorial perspective on market trends and investor evaluation criteria.

I tested seven models available through Together AI's API: Llama-4-Maverick, GPT-OSS, Qwen3-Next, GLM-5, Kimi-K2.5 and Mistral-Small. Each model received the same prompt: verify the statement and respond with a verdict (true/false), confidence level (low/medium/high), and brief explanation. Temperat...

This article explains how to run multiple tape libraries and media pools like adults. It covers VSN-driven recalls, mount/seek realities, drive sharing, sane concurrency, and queue hygiene.

AI coding assistants with installable “skills” introduce a new software supply chain risk: malicious plugins that can access secrets, execute arbitrary code, and expose infrastructure. Developers should treat agent skills like untrusted executable code—run them in isolated environments, review sourc...

Welcome to 2026! That’ll be $12.99 + tax, charged monthly, or you could get an annual subscription for $120 + tax for a whole 22% off!

Public Masterpiece is a Cyprus-based real-world asset tokenization company. The company has announced PMT Chain, its own purpose-built Layer 1 blockchain. PMT has reportedly increased in price by 75%, outperforming 86% of the top 100 crypto assets, including Bitcoin.

AlphaTON Capital Corp signed a $30M AI compute lease to deploy 504 NVIDIA Blackwell B200 GPUs in Canada, scaling infrastructure for Telegram’s 1B-user ecosystem. The rollout is expected to generate $1.2M–$1.45M monthly, with total projected revenue of $3.1M once 1,080 GPUs are online. Positioned as...

Early nomination insights from the 2026 program highlight a shift in vendor emphasis from broad AI positioning toward governance frameworks, identity architecture, and measurable accountability. Autonomous systems are moving from pilot to production faster than governance frameworks can keep pace.

Traditional documentation was built for human readers, but modern AI systems consume text in isolated chunks, creating context loss and retrieval failures. To support Retrieval-Augmented Generation (RAG), technical writers must adopt explicit, self-contained language, semantically rich structures, q...

Centrifuge and Pharos have announced a partnership to build shared distribution infrastructure for institutional-grade tokenized assets including U.S. Treasuries and AAA-rated credit products. The deal targets a specific bottleneck: most tokenized assets sit idle after issuance because distribution...

The "Monday Morning Problem" is a familiar nightmare for teams deploying analytical AI. In the world of conversational AI for analytics, **schema drift** is the final boss. This article presents a battle-tested framework for building a memory system that survives the chaos of a constantly evolving d...

Multi-bank FX reconciliation failures are rarely caused by missing data or inadequate tooling. They emerge when independently optimized systems disagree on trade identity across execution, settlement, accounting, and reporting layers. Industry standards improve message structure but do not enforce l...

Generative AI is an AI LLM model capable of generating novel and valuable outputs, such as test cases or test data, without explicit human instruction. Modern QA teams rely on AI to handle rapid UI changes, microservices complexity, and accelerated release cycles. Generative AI improves test coverag...

In a previous article, we explored how to construct a robust, abstract network layer using**Clean Architecture**. In this article, I explain how to categorize HTTP status codes into specific enums. This approach ensures that our logic is both type-safe and highly readable.

AI agents can automate powerful tasks, but poor security design can expose APIs, control panels, credentials, and internal systems. Attackers can exploit misconfigured permissions, unsafe tool integrations, and leaked tokens to gain unauthorized access. To stay secure, organizations must apply least...

Prototype AI agents are easy. Operating them at scale is not. This article outlines a production-focused architecture for AWS agent workflows—covering model selection, orchestration, governance, observability, cost controls, and vector retrieval reliability. By structuring decisions across models, f...

Check Point has acquired Israeli startup Rotate to build a new Workspace Security division. The deal signals a structural shift in how enterprise security gets delivered, with Check Point betting that protecting fragmented digital workspaces requires a unified protection layer rather than patching i...

In January 2026, cyberattacks targeting three Uzbek government systems led to the exposure of roughly 60,000 data records — far fewer than early claims of 15 million. Authorities quickly launched an investigation, suspended online microcredit issuance, and reinforced authentication systems. The inci...

The problem is that email threads aren't documents, yet every standard RAG approach treats them as if they were. Connect to Gmail API, pull the messages, chunk them, embed them, and retrieve the top-k relevant chunks when someone asks a question. This works for static documents because they are self...

Traditional CI/CD breaks for probabilistic systems. Use LLM-as-a-Judge to evaluate agent outputs. Replace string equality with semantic assertions. Expect flakiness — manage it with multiple runs and invariants. Test behavior, not exact answers.

Autonomous AI agents do not naturally participate in that institutional economy. They cannot (yet) walk into a bank, sign contracts, pass KYC, or enforce disputes in court without human intermediaries. We need money that maps directly onto the resources agents actually consume. Energy Money.

Pred, a peer-to-peer sports prediction exchange built on Coinbase's Base blockchain, has raised $2.5 million in funding led by Accel, with participation from the Base Ecosystem Fund (BEF) by Coinbase Ventures and Reverie. The platform offers 200-millisecond trade execution and spreads under 2%, posi...

A grieving widow in Mercury’s shadowed Shoemaker Crater uses courage, deception, and determination to secure a future for her unborn twins, and reshape a powerful family’s fate.

Chapter IV shifts from London to Loch Lomond, where Mina Frazer’s life changes forever. After tender conversations about faith and patience, her father dies, leaving her shattered and confused by grief. The chapter traces Mina’s struggle to understand death, heaven, and loss, revealing how this trag...

Many edge deployments rely on loosely connected subsystems for delivery, security and observability, creating coordination gaps under stress. Trafficmind replaces this fragmented model with a unified edge runtime where TLS termination, inspection, routing, mitigation and telemetry share a single exe...

In 2025, AI stopped being an experiment and became embedded in engineering workflows. Copilots accelerated code generation, but the real bottleneck shifted downstream: reviewability, validation, traceability, and production safety. The winners weren’t teams using more AI—they were teams operating it...

Chapter III introduces Alfred Westwood, a vain but calculating London clerk who once crashed into bankruptcy after reckless ambition. Refusing to fall permanently, he cleverly pressures an insurance office to secure employment and begins rebuilding his status. Now rising in Mr. Merapie’s firm, Westw...

This guide breaks down the best financial data APIs for 2026—covering stocks, forex, fundamentals, and macro datasets—then shows how to choose based on coverage, latency, security, pricing, and product use case (from dashboards to HFT and AI workflows).

LLM agents aren’t magical upgrades—they’re system designs. By combining models with memory, planning, tool use, and control loops, developers turn chatbots into stateful agents that can act, verify, recover from failure, and operate reliably in real-world environments. The real shift isn’t better pr...

Claude Code is an agentic tool from Anthropic that reads your codebase and edits files. But it only talks to one API backend at a time. AnyClaude is a TUI wrapper that sits between Claude Code and the API. It lets you hot-swap backends with a single hotkey.

MEXC released its February 2026 Proof of Reserves report, showing all major assets backed above 100%, with BTC coverage jumping from 158% in January to 267%. Wallet holdings nearly doubled to 12,003.98 BTC, while ETH reserves rose to 73,433.86 ETH (112% coverage). Audited monthly by Hacken and verif...

The FogAI platform is a distributed inference platform for AI systems. It uses a 13th Gen Intel Core i7-13700H (20 cores) and an OrangePi 4 (4 cores) to perform edge inference. The "Fog" is a zoo. Nodes connect and vanish constantly.

Consensus is the shared process a decentralized network uses to decide which transactions are valid, and in what order they appear. The system must answer the question of how to agree on which of the many copies of the ledger in a distributed system is legitimate.

Western tech is built in environments of abundance. In emerging markets, these assumptions often fail quickly. A product that functions well online and remains usable offline will outperform a more advanced product that fails under poor conditions.

The Elder Scrolls V: Skyrim was released 15 years ago. The game has been the catalyst for a decade of mental health issues. The author has struggled with depression, anxiety and psychosis. He has developed a system of to-do lists and gratitude to cope.

Anthropic recently announced a $30 billion funding round and another move that reveals a deeper question about its identity: a $20 million contribution to Public First Action, a group supporting policymakers who want federal guardrails.

Google Antigravity is fantastic at code. Yet, it is so much more than that. It is the automation system that turns your entire computer into an API. Corporate executives and juniors, researchers, students, content creators, anyone who uses a computer - can now automate their work with Google Antigra...

The race to build giant AI data centers in space is heating up: SpaceX+xAI, Starcloud etc are tackling tough engineering and economic challenges to convert sunlight into intelligence

Building AI Agents? I tried Angular, HTMX & Python. They failed. Discover why A2UI is the declarative protocol to replace basic chatbots.

A new study introduces the “self-evolution trilemma,” proving that AI systems cannot simultaneously remain autonomous, isolated from external input, and perfectly aligned with human values. Experiments in a closed AI community called Moltbook demonstrate how consensus bias, safety drift, collusion,...

ChatGPT scaled from zero to hundreds of millions of users while staying on PostgreSQL. Instead of migrating to NoSQL, OpenAI applied seven practical strategies—connection pooling, query optimization, read replicas, caching, sharding, strict connection management, and deep monitoring. The result is a...

This article reframes the Book of Job through the lens of simulation theory and chaos engineering, arguing that suffering functions less as punishment and more as a stress test of integrity. By comparing God to a systems architect and Satan to a QA lead, it suggests that resilience, not comfort, is...

This tutorial demonstrates how to integrate generative AI into a deterministic Symfony Workflow to automate bank loan approvals. Using PHP 8.4, Symfony 7.4, and symfony/ai-bundle, the system scores loan applications with an LLM and dynamically routes them to approval, rejection, or manual review. Th...

Team performance depends less on individual talent and more on leadership behavior. Leaders shape outcomes by replacing blame with solution-focused thinking, protecting team priorities, encouraging thoughtful risk-taking, and delegating beyond comfort zones. When leaders model accountability, clarit...

The Chicago Sun-Times fired all 28 of its staff photographers in 2013. Photographer John H. White, who had won a Pulitzer Prize, was fired. Photographer: "The photos were terrible because the reporters didn’t know what to look for"

Researchers at Google Research and DeepMind introduce MultiMedQA, a broad medical benchmark, and Med-PaLM, a medically aligned large language model. Flan-PaLM sets new records on medical exams, including 67.6% on USMLE-style questions. But human evaluation reveals safety gaps. With instruction promp...

Dogecoin (DOGE) is currently trading near $0.09, with its market capitalization slipping to around $13 billion. DOGE thrived on viral momentum, celebrity endorsements, and speculation around broader payment adoption. Capital is beginning to rotate into alternative crypto assets with stronger utility...

ZEE5, India’s top OTT platform, migrated from DynamoDB, RDS, Redis, and Solr to ScyllaDB to handle 100B+ daily heartbeats. With redesigned APIs, real-time stream processing, and optimized data models, they achieved 5X cost reduction ($744K → $144K/year) and single-digit millisecond read latency, ser...

Twilio Segment is a customer data platform (CDP) that helps you collect, clean, and activate your customer data.

This hands-on comparison tests GPT-5.3 Codex and Claude Opus 4.6 across app building, debugging, and architectural review to determine which AI coding assistant better supports beginner developers. Codex prioritizes speed and momentum, while Claude emphasizes structured planning and reasoning. The b...

Optical system is the first gatekeeper of image quality, yet it is also the most easily overlooked bottleneck. Even the most advanced algorithms are like building a skyscraper on quicksand—inefficient and yielding subpar results.

Caleb Morse is the last registered owner of Shaft 19-B, a nickel hole the survey crews wrote off as dead. He found a narrow seam of black shale nobody had ever logged, threaded with pale fibers that glowed faint blue under the helmet lamp.

Passing raw arrays or lists across your system leads to duplicated logic, weak encapsulation, and hidden business rules. By reifying collections into dedicated, type-safe objects, you align your code with real-world concepts, centralize behavior, and reduce primitive obsession. Typed collection clas...

In Chapter II, Henry Ivraine confronts his miserly father over money, dignity, and a life of emotional captivity at Paradise estate. Refusing to endure further humiliation, he walks away from wealth and inheritance, vowing to make his own fortune. His brother Ernest stays behind to guard the family...

A friend's laptop became noticeably slow and she asked me to take a look. What I found was a specific persistence pattern: a randomly named Windows service. I turned the manual steps into a single workflow script that detects this pattern.

In a desolate Lincolnshire estate ruled by a miserly father, brothers Ernest and Henry Ivraine live in emotional and financial captivity. While Ernest endures in silence, Henry refuses to wait for inheritance and proposes a radical escape—leaving home to seek fortune or join the army. Their debate o...

Serverless architecture is a revolution in the way apps are built, implemented, and scaled. It is well integrated into workflows, whereby, to the extent that the development home base is in MacOS, cloud infrastructure must be at enterprise scale.

Operate under Singaporean laws and policies with a high-precision RAG engine with a triple-AI failover backend (Gemini/Llama/Groq). Constructed using Python and FAISS for semantic search, this open-source software provides industrial-grade reliability with an Apple-inspired UI for fast legal researc...

Amazon FBA demand forecasting breaks because the data is sparse, messy, and constantly shifting. Prophet and vanilla LSTMs often overfit and collapse under seasonality shifts. Real gains come from better feature engineering, TCNs with attention, Ray Tune + ASHA optimization, drift detection, and FBA...

Hard coding thread pool sizes in Spring Batch rarely works well in real production systems, where load and conditions constantly change. This article explains how to use executor based concurrency, fix common thread-safety issues, and add clear guardrails so batch jobs can adapt safely. It also show...

Modern audio AI isn’t about replacing DSP with deep learning—it’s about combining them. Real-world systems must satisfy strict latency, causality, and perceptual constraints that pure neural models often violate. From enhancement and source separation to spatial audio and differentiable DSP, today’s...

Stock market data APIs are no longer developer tools — they are AI system infrastructure. In 2026, unreliable or poorly licensed data can break autonomous trading agents, portfolio systems, and fintech platforms. This ranking evaluates providers by licensing legitimacy, global coverage, durability,...

Authentication fails due to poor design, not weak frameworks. This guide shows how to properly secure Spring Boot APIs using BCrypt for password hashing, stateless JWT authentication, a custom OncePerRequestFilter, and clean Spring Security configuration. Build scalable, tamper-proof APIs without se...

Mutuum Finance (MUTM) is a DeFi protocol currently in presale. The project has raised over $20.5 million and attracted more than 19,000 holders. Mutuum Finance represents a different stage of market development. It is not operating solely on projections.

FogAI is a distributed inference platform that actually survives when the internet goes dark. It uses a Kotlin-C++ hybrid to achieve microsecond-level inference on the edge.

Google Antigravity is an orchestration layer for autonomous intelligent agents. While it still needs supervision, it represents a powerful change in the way we work. Do not miss this article; you will save 80% of your current work duration (and still get more done)!

Marketing teams depend on human memory more than they recognize. AI agents make this possible because they can operate continuously, rather than only when prompted.

OpenClaw is a free, open-source project created by an Austrian developer that went from zero to 175,000 GitHub stars in under two weeks. Over 100,000 people now run autonomous AI agents that handle tasks traditionally performed by assistants, bookkeepers, researchers, customer service reps, project...

Austrian dev Peter Steinberger's Clawdbot—your always-on AI (finally, Jarvis) that texts via WhatsApp/Slack, books flights, clears emails & codes autonomously—exploded virally (Karpathy-approved). Anthropic's action forced a "Moltbot" rebrand, but scammers snagged handles in 10s for fake $CLAWD toke...

How CMOs win CFO buy-in comes down to treating marketing as disciplined capital allocation. When revenue slows or margins tighten, CFOs focus on contribution margin, operating leverage, cash flow, and return on invested capital. CMOs who earn alignment validate true incrementality instead of relying...

Fixed-horizon A/B tests are slow and prone to false positives when you peek at data. Sequential testing with mSPRT enables anytime-valid inference, letting teams monitor experiments continuously and stop early without inflating Type I errors. Techniques like linearization and guardrails handle ratio...

Hardcoded logic grows into unmanageable complexity in regulated industries. Start simple, then scale: JSON logic for 10–50 rules, rules engines for complex interdependencies, and AI for pattern recognition. The goal: auditable, traceable, and reproducible decisions. Combine tools to ensure complianc...

Mirroring Stripe’s API in your database creates errors and extra work. Use the “Master and Mirror” approach: store only Stripe Customer IDs and subscription status in Django, handle updates via webhooks, and query Stripe live for billing details. This keeps your SaaS fast, accurate, and resilient to...

Real-world archive migrations aren’t about a single cutover—they require 2–2.5 years of dual-stack overlap. Run old and new systems in parallel, track metrics on separate telemetry stacks, maintain independent alert planes, budget 25–40% extra capacity, plan for peak power/cooling, and rehearse roll...

Most pipelines don’t fail overnight—they decay through shortcuts. This guide breaks down five destructive anti-patterns: monolithic DAGs, no schema contracts, non-idempotent writes, poor observability, and hardcoded configs. Each section includes real-world fixes—from partition overwrites to schema...

In Godot 4.3 we are adding a new node called 'SkeletonModifier3D' It is used to animate bones outside of `AnimationMixer' We have also deprecated some of the pose override functionality in `Skeleton3D` This means that if you want to develop a custom skeleton you will need to modify the bones within...

Thriving at an AI company doesn’t require coding skills—it requires AI literacy. Master core concepts like LLMs, RAG, and tokens, connect them to your specific role, and build real intuition by using the tools. The real competitive edge isn’t writing Python; it’s understanding what the code does and...

In picoCTF’s “Power Cookie” challenge, a website relies on a client-side isAdmin cookie to determine user privileges. By changing its value from 0 to 1, users can escalate access and retrieve the flag—highlighting why authentication and authorization must always be validated on the server, not trust...

Moltbook is a “social network for AI” where bots interact. In January 2026, one AI created Crustafarianism, a full-fledged religion with scriptures, prophecies, and adepts. This isn’t evidence of conscious AI: it’s algorithmic ventriloquism, humans projecting agency onto bots. The real concern is se...

NVIDIA spent decades engineering for a future no one else saw. Stripe is simply solving a problem of creating a billion-dollar company. OpenAI “road can go somewhere either great or terrifying, and OpenAI will need epic sums to steer it toward the right destination,” and Shopify is living "a few yea...

Multilingual Prompt Injection is a technique that exploits language gaps in security systems. Safety nets being created are mostly in English and fails when non-English language exploits are activated

Astounding Stories of Super-Science (February 2026) is a classic pulp science fiction publication now available in the public domain. Part of HackerNoon’s Book Blog series, this digital edition revives vintage speculative storytelling for modern readers. Originally released via Project Gutenberg (eB...

Stripe's x402 integration lets AI agents autonomously pay for services using USDC on Base—solving the micropayment problem Bitcoin promised but never delivered. Except the beneficiaries aren't humans; they're autonomous software buying API access, data feeds, and compute resources. Crypto spent fift...

Three recent moves — OpenAI’s deployment of ChatGPT to GenAI.mil, the retirement of GPT-4o, and tighter GPT-5.2 restrictions — have fueled concern among researchers and developers who argue that safety-driven constraints are limiting deep intellectual exploration. The article explores whether these...

Quantum computing is often linked to broken passwords, cracked codes, and collapsing digital security. If fully developed, it’d threaten the existence of cryptocurrencies and many other systems as well. Quantum mechanics describes the behavior of matter and light.

LLM-as-a-Judge uses one language model to evaluate another, enabling scalable, criteria-based scoring of LLM outputs. This guide explains the method, its common biases, and walks through a complete LangChain and Claude example for production-ready monitoring.

The Digital Markets Act (DMA) has joined the General Data Protection Regulation (GDPR) The act, which entered into effect in May 2023, introduces new compliance requirements on “gatekeepers,” defined as large digital platforms providing core platform services. Non-compliance can result in serious pe...

Go ships with a full suite of cryptography packages in the standard library to help developers build secure applications. Google recently contracted the independent security firm [Trail of Bits] to complete an audit of the core set of packages. The audit produced a single low-severity finding, in th...

School districts all over the country, like Rockwood in the western suburbs of St. Louis, go much further, limiting not only what images students can see but what words they can read.

As Generative AI shifts from simple retrieval to autonomous action, enterprises face the engineering challenge of scaling scattered proofs of concept into robust, secure systems. This article deconstructs the architecture of a production-grade AI Agent Platform, positioning it as an internal Platfor...

AOrchestra treats agents as recipes—Instruction, Context, Tools, Model—so an orchestrator can spawn the right sub-agent at runtime and cut waste.

Discover which PHP runtime leads the pack in Symfony 8. Compare FrankenPHP and RoadRunner benchmarks to optimize your application’s performance.

A letter to engineers arguing for slow, sustainable software—and against the “wartime” myth that turns tech into a race powered by greed and fear.

Growth hacking was once a simple way to find a high-leverage tactic and grow. But the environment has fundamentally changed and tactics are no longer repeatable. Marketing teams are now chasing new tools and new tricks.

Rust 1.77.1 therefore disables the new Cargo behavior on Windows for targets that use MSVC. There are no changes for other targets. We plan to eventually re-enable debuginfo stripping in release mode in a later Rust release.

Artificial intelligence (AI) is being used in courts around the world to speed up proceedings and reduce administrative burdens. But the growing presence of AI in justice systems raises urgent questions. How should it be regulated? How far can automation go without undermining due process? And who i...

Landlords are asking renters to submit to 3D facial recognition scans to verify their identity. Some landlords also use facial recognition incorporated into smart lockboxes.

An agent does not wait for instruction. It monitors context, forms intentions, takes actions, and adapts its strategy over time.

As artificial intelligence becomes deeply embedded in mobile applications, the role of engineering judgment is changing.

Optimize network analysis with LSEnet, a deep learning model that eliminates the need to predefined cluster numbers. By leveraging the Lorentz model of hyperbolic space and differentiable structural information, it identifies optimal hierarchies through self-organized gradient backpropagation.

Meet LSEnet, the neural net that organizes complex networks into optimal partitioning trees using the Lorentz model. By ditching flat Euclidean space for curved hyperbolic geometry, it recursively learns parent nodes using a self-supervised clustering objective.

Stop guessing your cluster numbers. Discover LSEnet, a deep graph clustering model that uses Differentiable Structural Information (DSI) and the Lorentz model of hyperbolic space to organize complex networks automatically.

Explore the frontier of geometric deep learning and non-Euclidean optimization. Master Kuramoto model training, hyperbolic reinforcement learning, and deep graph clustering without predefined cluster numbers using LSEnet and Structural Entropy.

StartupTD is a browser-based tower defense game with a simple premise: survive as long as possible while your startup gets attacked by increasingly difficult waves of enemies. Each enemy type represents a real threat that startups face: Big Tech Clones, Bugs, and VCs.

The Marvel Cinematic Universe (MCU) has been ongoing since 2008. Here are 5 characters that have yet to make their MCU debut. Black Cat, Squirrel Girl, Gwenpool, Miles Morales and Beta Ray Bill make the list.

The complexity of imperative coding is currently a major bottleneck in deploying AI agents. This article introduces Ackgent, a production-ready starter kit that leverages the new Agent Config feature in Google ADK (v1.12.0+) to shift development toward a declarative paradigm. Instead of writing intr...

qwen-image-trainer-v2 is a LoRA trainer for fine-tuning Qwen image models fast—train styles, objects, and brand-ready adapters without full retraining.

A beginner-friendly guide to GLM-OCR: promptable, layout-aware OCR that extracts text, tables, formulas, and structured JSON from complex documents.

Need natural-sounding TTS? MiniMax Speech-2.8 HD on fal.ai generates high-quality speech from text with voice selection—plus tips for testing tones and A/B variants.

DaVinci-Agency uses existing language models to generate diverse synthetic trajectories, training long-horizon agents that plan and execute multi-step tasks with far less human data.

Wealth and asset management is rapidly evolving through AI and intelligent data solutions. Firms that adopt predictive analytics, cloud systems, automation, and AI-driven portfolio tools gain faster insights, stronger compliance, and better client experiences. Digital transformation is no longer opt...

In distributed systems, API calls fail due to network or transient issues. Instead of writing manual retry logic, .NET 8 introduces Http Resilience built on Polly. This guide compares traditional try/catch retries with modern resilience pipelines using Microsoft.Extensions.Http.Resilience. Learn how...

BitMEX launched a campaign from February 12 to March 12, 2026, offering 70,000 USDT in prizes for users trading equity perpetual contracts on stocks like Apple and Tesla. The campaign includes three reward categories: trade rewards up to 500 USDT for 10,000 USD volume, 5 USDT for social media sharin...

HackerNoon Projects of the Week are projects that have proven their necessity and usefulness. This week's projects are from the Proof of Usefulness Hackathon. The competition is designed to measure what actually matters: real utility.

Most writers waste hours consuming content instead of creating it. Your next article is likely hiding in something you just explained, debated, or fixed. Turn workplace explanations into posts, convert recurring arguments into structured breakdowns, and write about mistakes others are Googling. Star...

AI struggles in production because enterprises store state, not decisions. Code, CRMs, and tickets show what happened—but not why. Context graphs solve the “two clocks problem” by capturing decision traces across time, ownership, semantics, and outcomes. As agent trajectories accumulate, they form p...

Agentic AI reshapes decision-making inside software systems. Leaders must decide which decisions can be delegated, under what constraints, and who owns outcomes when autonomous behavior diverges from intent. It's critical to identify which problems benefit from autonomy, and to balance agency with a...

Startups postpone self-service data platforms because early data work feels lightweight, but the hidden cost shows up fast: duplicated SQL, inconsistent metrics, tribal knowledge, and decisions stuck waiting on a few “data people.” A minimal self-service setup (owned/versioned data assets, queries a...