GoKawiil - Latest Tech News & Aggregated Headlines

The AI Battle’s Newest Warrior Strikes a Major Blow to Big Tech

gizmodo.com Riley Gutiérrez Mcdermid 2025-11-10 09:37:02

The ongoing slugfest between tech players racing to get the most intuitive and powerful AI may have just gotten a brief knockout punch. The slammer that landed? A new version of DeepSeek’s increasingly impressive V3.1, which has a whopping 685-billion-parameter system and can deliver about $1.01 per complete coding task, compared to a beginning price of $70 for traditional systems. 🚨 BREAKING: DeepSeek V3.1 is Here! 🚨 The AI giant drops its latest upgrade — and it’s BIG: ⚡685B parameters 🧠L

Topics: ai deepseek model systems v3

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Modern CI is too complex and misdirected (2021)

news.ycombinator.com Unknown 2025-11-11 20:30:06

The state of CI platforms is much stronger than it was just a few years ago. Overall, this is a good thing: access to powerful CI platforms enables software developers and companies to ship more reliable software more frequently, which benefits its users/customers. Centralized CI platforms like GitHub Actions, GitLab Pipelines, and Bitbucket provide benefits of scale, as the Internet serves as a collective information repository for how to use them. Do a search for how to do X on CI platform Y a

Topics: build ci github like systems

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Modern CI Is Too Complex and Misdirected

news.ycombinator.com Unknown 2025-11-12 02:30:06

The state of CI platforms is much stronger than it was just a few years ago. Overall, this is a good thing: access to powerful CI platforms enables software developers and companies to ship more reliable software more frequently, which benefits its users/customers. Centralized CI platforms like GitHub Actions, GitLab Pipelines, and Bitbucket provide benefits of scale, as the Internet serves as a collective information repository for how to use them. Do a search for how to do X on CI platform Y a

Topics: build ci github like systems

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Hallucinations in AI Models: What They Mean for Software Quality and Trust

computer.org Laurel Tweed 2025-11-13 21:00:57

Modern businesses are rushing to adopt artificial intelligence (AI) technologies, but this rapid integration comes with unexpected challenges. A phenomenon known as “hallucinations” occurs in large language models (LLMs) and deep learning systems and threatens software quality and trust. These hallucinations occur when AI presents false information as fact. The damage extends beyond technical failures, as user trust erodes, brand reputations suffer, and ethical questions multiply. Practical appr

Topics: ai hallucinations quality software systems

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Pharma firm Inotiv says ransomware attack impacted operations

bleepingcomputer.com Unknown 2025-11-14 04:25:14

American pharmaceutical company Inotiv has disclosed that some of its systems and data have been encrypted in a ransomware attack, impacting the company's business operations. In a filing to the U.S. Securities and Exchange Commission (SEC), Inotiv says that the cyberattack occurred on August 8 and took action to contain the breach. “On August 8, 2025, Inotiv, Inc. became aware of a cybersecurity incident affecting certain of its systems and data,” Inotiv informs. “The Company’s preliminary i

Topics: certain company incident inotiv systems

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GEPA optimizes LLMs without costly reinforcement learning

venturebeat.com Ben Dickson 2025-11-15 12:41:22

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Researchers from the University of California, Berkeley, Stanford University and Databricks have introduced a new AI optimization method called GEPA that significantly outperforms traditional reinforcement learning (RL) techniques for adapting large language models (LLMs) to specialized tasks. GEPA removes the popular paradigm of learning

Topics: agrawal ai feedback gepa systems

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The looming crisis of AI speed without guardrails

venturebeat.com Gary Grossman 2025-11-16 04:24:27

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now OpenAI’s GPT-5 has arrived, bringing faster performance, more dependable reasoning and stronger tool use. It joins Claude Opus 4.1 and other frontier models in signaling a rapidly advancing cognitive frontier. While artificial general intelligence (AGI) remains in the future, DeepMind’s Demis Hassabis has described this era as “10 times big

Topics: ai revolution social systems time

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Finding a Successor to the FHS

news.ycombinator.com Unknown 2025-11-15 14:48:40

Finding a successor to the FHS [LWN subscriber-only content] The purpose of the Filesystem Hierarchy Standard (FHS) is to provide a specification for filesystem layout; it specifies the location for files and directories on a Linux system to simplify application development for multiple distributions. In its heyday it had some success at this, but the standard has been frozen in time since 2015, and much has changed since then. There is a slow-moving effort to revive the FHS and create a FHS 4.

Topics: fedora fhs linux standard systemd

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Tech in the Classroom: A History of Hype and Hysteria

wired.com Elana Klein 2025-11-17 18:00:00

If you’re a parent, an educator, or just someone who’s been to school, you’ve probably developed an opinion about generative AI in classrooms. You might fear the demise of the five-paragraph essay, the ever-increasing ease of cheating, or, worse, the end of critical thinking altogether. But don’t worry: The anxiety surrounding large language models in schools is anything but unprecedented. In 1975, teachers fretted that handheld calculators would undermine students’ capacity to “handle basic sk

Topics: anslow basic calculators new systems

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SystemD Service Hardening

news.ycombinator.com Unknown 2025-11-17 17:57:47

Controversy aside, systemd provides us a very complete, robust method of controlling services (amongst a multitude of other Linux things). For a lot of things though, this is optimized for success out of the box and not necessarily security. Such is the way of many IT endeavors. This doc though is meant to provide a snapshot of a number of hardening options that you can apply to systemd service units and podman quadlets to increase the overall security posture and reduce both the likelihood of c

Topics: security service systemd traefik yes

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AI is different

news.ycombinator.com Unknown 2025-11-14 10:49:42

antirez 2 days ago. 20374 views. Regardless of their flaws, AI systems continue to impress with their ability to replicate certain human skills. Even if imperfect, such systems were a few years ago science fiction. It was not even clear that we were so near to create machines that could understand the human language, write programs, and find bugs in a complex code base: bugs that escaped the code review of a competent programmer. Since LLMs and in general deep models are poorly understood, and

Topics: ai economic human possible systems

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DARPA Is Taking Its AI Fighter Jet Program to the Next Level

gizmodo.com Aj Dellinger 2025-11-18 08:40:01

Imagine Top Gun without pilots. Not exactly summer blockbuster material. But that is what the Defense Advanced Research Projects Agency (DARPA) has in mind for the future of the military. According to an announcement spotted by The Register, the agency recently handed out a multi-million dollar contract that will push forward its autonomous pilot program that will eventually deploy planes into warfare without a human being behind the control stick. The contract, announced earlier this week, was

Topics: air combat darpa program systems

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Indigenous knowledge meets artificial intelligence

technologyreview.com Petala Ironcloud 2025-11-19 22:00:00

Suzanne Kite’s AI art installations, for example, model a Lakota framework of data sovereignty: intelligence that emerges only through reciprocal, consensual interaction. Unlike systems that assume user consent via opaque terms of service, her kinetic machines require the viewer’s physical presence—and give something back in return. “It’s my data. It’s my training set. I know exactly what I did to train it. It’s not a large model but a small and intimate one,” Kite says. “I’m not particularly i

Topics: artist courtesy kite native systems

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Study warns of security risks as ‘OS agents’ gain control of computers and phones

venturebeat.com Michael Nuñez 2025-11-29 03:14:07

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Researchers have published the most comprehensive survey to date of so-called “OS Agents” — artificial intelligence systems that can autonomously control computers, mobile phones and web browsers by directly interacting with their interfaces. The 30-page academic review, accepted for publication at the prestigious Association for Computatio

Topics: agents ai systems tasks technology

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James Webb Finds Evidence of Free-Floating Planets So Large They Can Gather Their Own Planetary Systems

futurism.com Unknown 2025-11-30 12:30:04

So much for heliocentrism. An international team of astronomers using observations made with the James Webb Space Telescope have found evidence of massive planets out there that're capable of forming their own planetary systems — without a star. These planets would be the center of something like a mini version of our solar system where other, smaller planets revolve around it. But without the light of a star, these systems, if they exist, would go largely overlooked by our telescopes, lost to

Topics: disks objects planetary planets systems

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MCP overlooks hard-won lessons from distributed systems

news.ycombinator.com Julien Simon 2025-11-30 10:42:10

Why MCP’s Disregard for 40 Years of RPC Best Practices Will Burn Enterprises Fool me once, shame on you; fool me twice, shame on me. Julien Simon 9 min read · Jul 29, 2025 -- 19 Listen Share The Model Context Protocol (MCP) promises to standardize AI-tool interactions as the “USB-C for AI.” While its simplicity accelerates adoption, MCP systematically overlooks four decades of hard-won lessons from distributed systems. This isn’t an academic concern: enterprises deploying MCP today are buildin

Topics: ai mcp protocol systems tool

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MCP's Disregard for 40 Years of RPC Best Practices

news.ycombinator.com Julien Simon 2025-11-30 16:42:10

Why MCP’s Disregard for 40 Years of RPC Best Practices Will Burn Enterprises Fool me once, shame on you; fool me twice, shame on me. Julien Simon 9 min read · Jul 29, 2025 -- 26 Listen Share The Model Context Protocol (MCP) promises to standardize AI-tool interactions as the “USB-C for AI.” While its simplicity accelerates adoption, MCP systematically overlooks four decades of hard-won lessons from distributed systems. This isn’t an academic concern: enterprises deploying MCP today are buildin

Topics: ai mcp protocol systems tool

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The FCC will review emergency alert systems in the US

engadget.com Unknown 2025-12-04 03:27:53

The Federal Communications Commission is planning a review of the US emergency alert systems. Both the Emergency Alert System (EAS) and the Wireless Emergency Alerts (WAS) will be subject to a "re-examination" by the agency. "We want to ensure that these programs deliver the results that Americans want and need," FCC Chairman Brendan Carr posted on X. The announcement of this plan notes that the infrastructure underlying the EAS — which includes radio, television, satellite and cable systems —

Topics: alerts eas emergency old systems

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Foundry (YC F24) is hiring staff-level product engineers

news.ycombinator.com Unknown 2025-12-04 16:00:58

About Foundry We're building the foundational infrastructure to automate digital work. Today's browser-based workflows represent a potential trillion dollar opportunity—currently trapped behind inefficient manual tasks and repetitive actions. Current AI agents fail when facing complex real-world scenarios; they're brittle experiments, not scalable solutions. Foundry provides the critical, high-fidelity simulation environment necessary for training, testing, and deploying robust AI agents. Thin

Topics: js python react scalable systems

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Foundry (YC F24) Is Hiring Staff Level Product Engineers

news.ycombinator.com Unknown 2025-12-04 22:00:58

About Foundry We're building the foundational infrastructure to automate digital work. Today's browser-based workflows represent a potential trillion dollar opportunity—currently trapped behind inefficient manual tasks and repetitive actions. Current AI agents fail when facing complex real-world scenarios; they're brittle experiments, not scalable solutions. Foundry provides the critical, high-fidelity simulation environment necessary for training, testing, and deploying robust AI agents. Thin

Topics: js python react scalable systems

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Outdated Software, Nationwide Chaos: United Grounds Flights After Meltdown

news.ycombinator.com Judith Dunville 2025-12-05 17:55:41

United Airlines passengers across the country found themselves stranded, confused, and angry on Wednesday as a massive technology failure triggered a nationwide grounding of flights. The culprit: Unimatic, a decades-old internal system so vital to United’s operations that when it failed, the airline had no choice but to bring the entire operation to a standstill. From major hubs in Chicago, Newark, Denver, Houston, to San Francisco, the outage rippled through the airline’s scheduling, flight

Topics: airline flights passengers systems united

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Akira ransomware abuses CPU tuning tool to disable Microsoft Defender

bleepingcomputer.com Unknown 2025-12-07 03:15:57

Akira ransomware is abusing a legitimate Intel CPU tuning driver to turn off Microsoft Defender in attacks from security tools and EDRs running on target machines. The abused driver is 'rwdrv.sys' (used by ThrottleStop), which the threat actors register as a service to gain kernel-level access. This driver is likely used to load a second driver, 'hlpdrv.sys,' a malicious tool that manipulates Windows Defender to turn off its protections. This is a 'Bring Your Own Vulnerable Driver' (BYOVD) at

Topics: akira attacks driver ransomware sys

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Inside the US Government's Unpublished Report on AI Safety

wired.com Will Knight 2025-12-07 12:00:00

At a computer security conference in Arlington, Virginia, last October, a few dozen AI researchers took part in a first-of-its-kind exercise in “red teaming,” or stress-testing a cutting-edge language model and other artificial intelligence systems. Over the course of two days, the teams identified 139 novel ways to get the systems to misbehave including by generating misinformation or leaking personal data. More importantly, they showed shortcomings in a new US government standard designed to h

Topics: ai misinformation nist report systems

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States take the lead in AI regulation as federal government steers clear

arstechnica.com Unknown 2025-12-08 12:34:52

US state legislatures are where the action is for placing guardrails around artificial intelligence technologies, given the lack of meaningful federal regulation. The resounding defeat in Congress of a proposed moratorium on state-level AI regulation means states are free to continue filling the gap. Several states have already enacted legislation around the use of AI. All 50 states have introduced various AI-related legislation in 2025. Four aspects of AI in particular stand out from a regula

Topics: ai making states systems use

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Best Home Security Systems in 2025: Safeguard Your Home With These Top Options

cnet.com See Full Bio 2025-12-14 05:59:00

SimpliSafe home security systems can be easily tailored to your needs. Just add or subtract hardware and equipment as you please. CNET When choosing a home security system for your home, you may be tempted to start by deciding between a DIY setup or professionally installed systems with monitoring services. Remember to make your decision after considering the equipment, installation, monitoring options and other features you want. Here are some bits of information to keep in mind about these pa

Topics: home image monitoring security systems

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Supporting the BEAM community with free CI/CD security audits

news.ycombinator.com Erlang Solutions Team 2025-12-15 22:20:07

Keep up to date with the latest news, best practice ideas and exclusive offers. Don’t miss out. Sign up here. Sign up for our quarterly newsletter At Erlang Solutions, our support for the BEAM community is long-standing and built into everything we do. From contributing to open-source tools and sponsoring events to improving security and shaping ecosystem standards, we’re proud to play an active role in helping the BEAM ecosystem grow and thrive. One way we’re putting that support into action

Topics: audits beam erlang security systems

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Understanding the Complete Identity Management Ecosystem

news.ycombinator.com Unknown 2025-12-17 08:12:19

Confused by the growing identity management landscape? This comprehensive guide breaks down every IAM category—from traditional workforce identity to emerging AI agents. Learn how CIAM, PAM, Zero Trust, and 15+ other solutions connect in the modern security ecosystem. 🔐 Identity management has grown from simple password systems into a complex web of specialized tools and technologies. Each piece serves a specific purpose, but understanding how they all fit together can be confusing. This guide

Topics: access identity management security systems

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Secure boot certificate rollover is real but probably won't hurt you

news.ycombinator.com Unknown 2025-12-18 12:21:07

LWN wrote an article which opens with the assertion "Linux users who have Secure Boot enabled on their systems knowingly or unknowingly rely on a key from Microsoft that is set to expire in September". This is, depending on interpretation, either misleading or just plain wrong, but also there's not a good source of truth here, so.First, how does secure boot signing work? Every system that supports UEFI secure boot ships with a set of trusted certificates in a database called "db". Any binary sig

Topics: certificate microsoft new old systems

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Cedana (YC S23) Is Hiring a Systems Engineer

news.ycombinator.com Unknown 2025-12-22 08:00:30

At Cedana, we are solving what many thought was impossible: the seamless, live migration of active CPU+GPU containers across global compute. We're building the next generation of AI orchestration systems, founded on our pioneering work in checkpoint/restore technology. This isn't just an incremental improvement; it's a fundamental shift that makes distributed computing truly portable, elastic, and resilient across planet scale compute. This is an exceptionally difficult systems problem that req

Topics: container distributed kernel kubernetes systems

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Elements of System Design

news.ycombinator.com Unknown 2025-12-22 21:44:58

Elements of System Design System design is often taught through domain-specific solutions specific to particular domains, such as databases, operating systems, or computer architecture, each with its own methods and vocabulary. While this diversity is a strength, it can obscure cross-cutting principles that recur across domains. This paper proposes a preliminary taxonomy of system design principles distilled from several domains in computer systems. The goal is a shared, concise vocabulary that

Topics: acm design example principles systems

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Latest Tech News

The AI Battle’s Newest Warrior Strikes a Major Blow to Big Tech

Modern CI is too complex and misdirected (2021)

Modern CI Is Too Complex and Misdirected

Hallucinations in AI Models: What They Mean for Software Quality and Trust

Pharma firm Inotiv says ransomware attack impacted operations

GEPA optimizes LLMs without costly reinforcement learning

The looming crisis of AI speed without guardrails

Finding a Successor to the FHS

Tech in the Classroom: A History of Hype and Hysteria

SystemD Service Hardening

AI is different

DARPA Is Taking Its AI Fighter Jet Program to the Next Level

Indigenous knowledge meets artificial intelligence

Study warns of security risks as ‘OS agents’ gain control of computers and phones

James Webb Finds Evidence of Free-Floating Planets So Large They Can Gather Their Own Planetary Systems

MCP overlooks hard-won lessons from distributed systems

MCP's Disregard for 40 Years of RPC Best Practices

The FCC will review emergency alert systems in the US

Foundry (YC F24) is hiring staff-level product engineers

Foundry (YC F24) Is Hiring Staff Level Product Engineers

Outdated Software, Nationwide Chaos: United Grounds Flights After Meltdown

Akira ransomware abuses CPU tuning tool to disable Microsoft Defender

Inside the US Government's Unpublished Report on AI Safety

States take the lead in AI regulation as federal government steers clear

Best Home Security Systems in 2025: Safeguard Your Home With These Top Options

Supporting the BEAM community with free CI/CD security audits

Understanding the Complete Identity Management Ecosystem

Secure boot certificate rollover is real but probably won't hurt you

Cedana (YC S23) Is Hiring a Systems Engineer

Elements of System Design

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