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Deploying Open Source Vision Language Models (VLM) on Jetson
What If Adding Auth to Your App Took One Command? (Sponsor)

npx workoslaunches an AI agent, powered by Claude, that reads your project, detects your framework, and writes a complete auth integration directly into your existing codebase. It's not a template gen...

Anthropic Reported Large-Scale Distillation Attempts (4 minute read)

Anthropic accused DeepSeek, Moonshot AI, and MiniMax of creating over 24,000 fake accounts to generate roughly 16 million Claude interactions aimed at replicating its agentic reasoning, tool use, and ...

OpenAI prepares new ChatGPT Pro Lite tier priced at $100 monthly (2 minute read)

OpenAI plans to offer a new subscription tier called ChatGPT Pro Lite. At $100 per month, the new plan could serve users who hit Plus rate limits regularly but do not need the unlimited access that Pr...

Perplexity tests Messages integration and usage credits (2 minute read)

Perplexity is testing a Messages connector for its Comet browser, enhancing local integration with Apple's Messages app. This appeals to macOS power users by merging communication history with web dat...

SWE-bench Verified Stopped Being a Frontier Coding Metric (11 minute read)

SWE-bench Verified no longer reliably measures frontier coding progress because many tasks have flawed tests that rejected correct fixes and because benchmark contamination has made training exposure ...

GPT-5 Codex Ran a 25-Hour Coding Sprint (23 minute read)

OpenAI described a long-horizon stress test where GPT-5.3-Codex, given a blank repository and full access, built a design tool over ~25 hours using ~13M tokens and producing ~30k lines of code.

Mathematics in the Library of Babel (18 minute read)

Daniel Litt argues that current limitations are real but likely temporary, not fundamental blockers. Litt now expects AI to autonomously resolve mildly interesting open conjectures as early as late 20...

GIve any AI agent access to Google search with SerpApi (Sponsor)

Agents are smarter when they can search the web - but with SerpApi, you don't need to reinvent the wheel. Build with the same web search API used by ahrefs, NVIDIA, and Perplexity. Integrate with a de...

MachineAuth (GitHub Repo)

MachineAuth provides secure OAuth 2.0 client credentials flow for AI agents, enabling machine-to-machine authentication. Key features include JWT token generation, agent management, and scope-based pe...

AWS Launches Strands Labs to Give Developers a Sandbox for Autonomous AI (4 minute read)

AWS Strands Labs is a new GitHub organization aimed at helping developers explore and experiment with cutting-edge AI techniques. It is currently available for three specific projects: robots, robots ...

The First Fully General Computer Action Model (14 minute read)

FDM-1, a foundation model for computer use, efficiently trains on 11 million hours of video to autonomously handle tasks like CAD, driving, and fuzzing. Unlike traditional models that rely on expensiv...

Self-Aware Reasoning Efficiency (9 minute read)

SAGE introduces a self-aware sampling approach that enables large reasoning models to decide when to stop thinking, reducing unnecessary computation. Its companion method, SAGE-RL, distills these effi...

OpenAI lands multiyear deals with consulting giants in enterprise push (3 minute read)

OpenAI is entering into multiyear partnerships with consulting firms Accenture, Boston Consulting Group, Capgemini, and McKinsey & Co. to help deploy its enterprise platform, Frontier. Frontier is an ...

Taalas HC1: Absurdly Fast, Per-User Inference at 17,000 tokens/second (5 minute read)

Taalas has been quietly building a model-on-silicon chip that bakes an LLM directly into hardware to deliver absurdly fast, per-user inference. The HC1 chip runs Meta's Llama 3.1 8B at extreme speed b...

DeepSeek V4: Rumors vs Reality for the Next Big Coding Model (7 minute read)

DeepSeek V4, a highly anticipated open source model with a 1M+ context based on Engram architecture, will likely be released before the end of the month.

TLDR is hiring a Senior Software Engineer, Applied AI ($250k-$300k, Fully Remote)

As the first engineer on TLDR's new Applied AI team, you'll build AI agents and composable Claude Skills to let non-technical teammates create their own AI workflows. Learn more.

IBM stock dives after Anthropic points out AI can rewrite COBOL fast (2 minute read)

Anthropic claims that Claude Code tools can accelerate the refactoring of apps written in COBOL.

ASML announces breakthrough in EUV light source to boost chip output (1 minute read)

The development could enable chipmakers to produce up to 50% more semiconductors by the end of the decade.

Firefox 148 released with AI kill switch + more

The Firefox 148 update sees its stable release today, bringing with it a much-request ‘AI kill switch’ to easily disable all AI-powered features within the browser. Mozilla has said future...

Wormable XMRig Campaign Uses BYOVD Exploit and Time-Based Logic Bomb

Cybersecurity researchers have disclosed details of a new cryptojacking campaign that uses pirated software bundles as lures to deploy a bespoke XMRig miner program on compromised hosts. "Analysis of ...

Data center builders thought farmers would willingly sell land, learn otherwise

Even in a fragile farm economy, million-dollar offers can't sway dedicated farmers.

⚡ Weekly Recap: Double-Tap Skimmers, PromptSpy AI, 30Tbps DDoS, Docker Malware & More

Security news rarely moves in a straight line. This week, it feels more like a series of sharp turns, some happening quietly in the background, others playing out in public view. The details are diffe...

New Microsoft gaming chief has "no tolerance for bad AI"

But Asha Sharma faces scrutiny for lack of gaming experience.

How Exposed Endpoints Increase Risk Across LLM Infrastructure

As more organizations run their own Large Language Models (LLMs), they are also deploying more internal services and Application Programming Interfaces (APIs) to support those models. Modern security ...

OpenClaw Alternatives That You Can Run on Raspberry Pi Like Devices

You don't need a MacMini for running OpenClaw. These alternative projects can run on SBCs and ESP32 microcontrollers.

Malicious npm Packages Harvest Crypto Keys, CI Secrets, and API Tokens

Cybersecurity researchers have disclosed what they say is an active "Shai-Hulud-like" supply chain worm campaign that has leveraged a cluster of at least 19 malicious npm packages to enable credential...

AIs can generate near-verbatim copies of novels from training data

LLMs memorize more training data than previously thought.

US State Colorado Wants Operating Systems (Including Linux) to Tell Every App How Old You Are

A bill with a goal and vague language on how to achieve it.

MuddyWater Targets MENA Organizations with GhostFetch, CHAR, and HTTP_VIP

The Iranian hacking group known as MuddyWater (aka Earth Vetala, Mango Sandstorm, and MUDDYCOAST) has targeted several organizations and individuals mainly located across the Middle East and North Afr...

On the Security of Password Managers

Good article on password managers that secretly have a backdoor. New research shows that these claims aren’t true in all cases, particularly when account recovery is in place or password managers are ...

A Designer’s Guide To Eco-Friendly Interfaces

Every high-resolution hero image, autoplay video, and complex JavaScript animation carries a cost. Sustainable UX challenges the era of “unlimited pixels” and reframes performance as responsibility. I...

Late-night patch panics are so 2023 🥱 (Sponsor)

You've been there: code's ready to ship, everyone's excited—then someone spots a vulnerability. Suddenly it's an all-hands emergency and time to cancel your evening plans.Microsoft Azure bakes securit...

DigitalOcean Gradient™ AI GPU Droplets Optimized for Inference: Increasing Throughput at Lower the Cost (11 minute read)

DigitalOcean launched its Inference Optimized Image that achieved 143% higher throughput (2,000 vs. 823 tokens/second) and 75% lower costs ($1.47 vs. $5.80 per million tokens) while running Meta's Lla...

Cloudflare outage on February 20, 2026 (10 minute read)

Cloudflare experienced a 6-hour outage on February 20 when a buggy API query in an automated cleanup task unintentionally withdrew 1,100 BYOIP (Bring Your Own IP) prefixes—about 25% of all BYOIP route...

Lots of AI SRE, no AI incident management (5 minute read)

Emerging AI SRE tools from vendors like PagerDuty, Datadog, Microsoft, and startups focus on diagnosis and mitigation but overlook incident management and coordination. Effective incident response req...

State of cloud native 2026: CNCF CTO's insights and predictions (3 minute read)

CNCF CTO Chris Aniszczyk predicted that AI-powered systems will become top contributors by volume to many open source projects by the end of 2026, though he warned this will increase the review burden...

State of Agentic AI Report: Key Findings (3 minute read)

Docker's new survey of 800+ developers reveals that while 60% of organizations already have AI agents in production and 94% consider them a strategic priority, security remains the top scaling challen...

Automate repository tasks with GitHub Agentic Workflows (6 minute read)

GitHub Agentic Workflows enable AI-driven, intent-based automation in GitHub Actions using plain Markdown, allowing teams to continuously triage issues, update documentation, improve tests, and mainta...

Amazon EKS Auto Mode Announces Enhanced Logging for its Managed Kubernetes Capabilities (2 minute read)

Amazon Elastic Kubernetes Service Auto Mode now supports Amazon CloudWatch Vended Logs as delivery sources, enabling automated logging for autoscaling, storage, load balancing, and networking componen...

Metrics that matter: Measuring platform success and maturity (5 minute read)

A new industry report reveals that nearly 30% of platform engineering teams don't measure success at all, and another 24% can't determine if their metrics are improving.

Agentic cloud operations: A new way to run the cloud (4 minute read)

Azure Copilot introduces agentic cloud operations, embedding coordinated AI agents across migration, deployment, observability, optimization, resiliency, and troubleshooting to translate telemetry int...

Ubuntu 26.04 LTS will default to OpenJDK 25

Ubuntu 26.04 LTS ‘Resolute Raccoon’ will use OpenJDK 25 as its default Java version. An expected change as OpenJDK 25 is a long-term support release, as Ubuntu 26.04 is, the bump brings va...

AWS won't discuss my bill, suspended my account, took $1,600, still no human

AWS has been charging me $1,500/month for near-zero usage. For over a year. That is more than $18,000 for infrastructure I barely use.I tried multiple times to get a human on the phone to discuss it. ...

Serious About Learning Linux? Get 15 O'Reilly Linux and DevOps eBooks for Under $25

From command line to Kubernetes and Terraform, this bundle covers a lot!

AI-Assisted Threat Actor Compromises 600+ FortiGate Devices in 55 Countries

A Russian-speaking, financially motivated threat actor has been observed taking advantage of commercial generative artificial intelligence (AI) services to compromise over 600 FortiGate devices locate...

Anthropic Launches Claude Code Security for AI-Powered Vulnerability Scanning

Artificial intelligence (AI) company Anthropic has begun to roll out a new security feature for Claude Code that can scan a user's software codebase for vulnerabilities and suggest patches. The capabi...

CISA Adds Two Actively Exploited Roundcube Flaws to KEV Catalog

The U.S. Cybersecurity and Infrastructure Security Agency (CISA) on Friday added two security flaws impacting Roundcube webmail software to its Known Exploited Vulnerabilities (KEV) catalog, citing ev...

EC-Council Expands AI Certification Portfolio to Strengthen U.S. AI Workforce Readiness and Security

With $5.5 trillion in global AI risk exposure and 700,000 U.S. workers needing reskilling, four new AI certifications and Certified CISO v4 help close the gap between AI adoption and workforce readine...

A Powerful To-Do App for Android That Collects Absolutely None of Your Data

It handles time tracking, Jira sync, and Pomodoro timers without going after its users' data.

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