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GitHub Universe 2026 opened on October 28, 2026 in San Francisco with a message that is easy to miss if you only read the feature list: GitHub no longer thinks of Copilot as a coding assistant. It thinks of it as the delivery system itself — the thing that takes a task from an…
The Great Misunderstanding: Why We Fear AI Instead of Empowering It There is a pervasive narrative surrounding AI today, one that grips the public imagination with fear rather than possibility. It’s a common theme on social media and in tech circles: people refuse to see AI as…
In microeconomics, a credence good is any purchase where the consumer cannot assess the marginal utility of the service even after paying for it. The classic textbook example is an automotive repair shop. If a mechanic replaces an alternator and the car starts, you know the…
A separate law aims to shore up security on connected baby monitors.
Meta says it may push the implementation of its new business terms past November 20th as it faces backlash from publishers over concerns about AI training. In a post on X , Meta communications head Andy Stone said the company does "not plan to make policy changes without a full…
Tech leaders are flaunting how out of touch they are when they brag about using AI to connect with their families.
South Korea’s financial institutions have been hit by another wave of cyberattacks, highlighting the growing risk of AI-driven hacking in Asia.
A general AI agent with a shell can edit code. It is not very good at it. Coding agents like Claude Code and Codex are much better, because that is the only thing they are built to do: read a repository, plan, edit, run the checks, fix, repeat. So instead of teaching every agent…
Disclosure: we're Hybrid Forge Lab and we built Distill, the URL-to-Markdown API in this post. There's a free plan and a no-signup demo, so you can check everything below yourself. Google-Extended shows up in robots.txt like any other user agent: User-agent: Google-Extended…
A terminal that a ghost has moved into. Run normal shell commands. After each one, a ghost (a small open-weight model running locally with Ollama) whispers a short, creepy comment about what you did. No internet, no API key, no cloud. One Python file using only the standard…
If you missed it, Replit made OpenAI the default model provider for Replit Agent instead of Anthropic (Amjad Masad announced it at TechCrunch Disrupt on 16 October), and The Information then reported that most of Replit’s AI spend, a contract said to be worth more than $100M a…
"Well now, young one. It is good that you have found your way here, even if I must admit with a sigh of my ancient memory that this particular epoch seems terribly distracted from proper, sturdy programming practice. Do come closer; we have much to discuss regarding structure…
The first month with an AI coding agent, I did what most people do: I got better at prompting. I learned to say "be minimal", to paste error logs, to ask for plans first. It helped a little. What actually changed things was unglamorous — I wrote the onboarding doc I would give a…
Nvidia just released a free speech-to-text model that can transcribe up to 40 languages, but it only works on recordings, not live audio, so it’s a big step for meeting and medical transcription tools while still leaving real-time use to rivals like ElevenLabs.
xAI’s Southaven, Mississippi data center. | Photo by Brandon Dill / AFP via Getty Images A subsidiary of Elon Musk's xAI is offering to buy up homes in a Mississippi neighborhood, as long as residents don't join a lawsuit targeting the company's nearby data center and power…
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Valve has responded to the worrying trend of games being cloned using generative-AI and sold on Steam, but instead of admonishing those games or promising to do something about them, it appears to have put the onus on developers to make their games less copyable. Read more
I've written before about how November 2025 was an inflection point for coding agents - the point where Opus 4.5 and GPT-5.1 crossed a tipping point that meant their respective coding agents became reliable daily drivers for software engineers. I think we've reached a new…
Your AI coding agent has a harness. It has system instructions, tool permissions, validation scripts, automated tests, and guardrails designed to prevent it from doing something stupid. Great. Now, one question: When was the last time you deliberately tried to break those…
On 28 October 2026 at 11:11 UTC (12:11 in Paris), we rented a single-GPU NVIDIA H100 Confidential VM (Intel TDX) through our public API, with one of our test accounts, for our weekly attestation proof. Inside it we produced an Intel TDX quote and an NVIDIA GPU attestation on a…
A button gets renamed and the demo video on your docs site is now wrong. Someone re-records the screen, re-cuts the video and exports it again. The same chore comes back with every release, and when it gets skipped, users follow a video of a screen they no longer see. This is…
Author's Note: This benchmark was originally tested and published with full high-resolution spreadsheets, error logs, and reproducible prompt formulas on AISparkHub . Introduction If you have ever tried to convert a scanned PDF, receipt, financial statement, or image of a table…
In just 7 days, TechCrunch Founder Summit takes over Boston’s SoWa Power Station on November 4. Your chance to save up to $100 on tickets is running out, and the opportunity to learn and connect directly with experienced founders, investors, and startup leaders is almost here.
A timeout and a cancellation signal are related, but they are not exactly the same thing. A timeout is a limit on how long an operation should wait. Cancellation is a way to tell an operation that its result is no longer needed. For example, an interactive application may…
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine What I Built This week's theme is "Ghost in the Machine" — something spooky, built with open-source AI. I took it fairly literally: I built a terminal that's haunted. Haunted…
6 Things AI Still Can't Do in 2027 — And Why They're Now the Only Skills That Pay Info Inlet Info Inlet Info Inlet Follow Oct 28 6 Things AI Still Can't Do in 2027 — And Why They're Now the Only Skills That Pay #ai #career #programming #webdev 13 reactions 2 comments 3 min read
Originally published in TL;JP , a weekly, fact-checked read on what Japanese AI and tech practitioners are saying on X. On Japanese X, the week of Oct 20 - Oct 26, 2026 kept coming back to one question: what is AI allowed to touch? Some people pointed Claude Code at their whole…
I'm building AgentGuard , an early-stage open-source project exploring permission controls for AI agents interacting with crypto wallets. The goal is to build a policy layer that can enforce: Transaction amount limits Daily spending limits Recipient allowlists Deterministic…
If your agent workflow has 20 routing variables — retry counters, confidence thresholds, tool-success flags, budget checks — the guards on its edges combine in 2^20 = 1,048,576 ways. Run 10,000 evals and you have sampled under 1% of them (0.95%, to be exact). The other 99% is…
The audit had done its job. I knew where the generated audiobook didn’t match the manuscript. Now I had another problem. Most of the audio around those errors was already good. The pacing worked. The voices worked. The performances worked. Regenerating an entire chapter to fix…
Ask Texas NAACP president Gary Bledsoe what it's been like to see data center developers descend upon Austin and its surrounding suburbs and he can rattle off project after project facing opposition from locals. There's the fight in Taylor over plans to build a data center at a…
In 2016 I built an illustrated story library the conventional way. I hired a writer, illustrators, translators and narrators, and I managed it book by book. It found readers on its own — the app is still live on Google Play , 4.5 stars across 976 reviews, over 100,000 downloads,…
Entity SEO for AI search runs on 3 layers: a canonical Entity Home, cross-platform sameAs corroboration, and attribute-rich service and local entity mapping. This post shows the JSON-LD behind each layer, as we apply it at Farrukh Abdullah Advisory, where AI SEO Consulting &…
TL;DR The Reality: Pre-training a frontier model from scratch (like Claude or Qwen-Max) is economically impossible for individuals, but fine-tuning open-weights models (like the Apache 2.0 Qwen3.8-27B ) using LoRA/DPO and modern engines like vLLM is fully achievable. The…
Budget your retries per turn The turn died about forty minutes in, right after I typed a correction into the running agent. No provider flake, no network error, nothing in the logs that looked like an upstream fault — just a hard stop the moment my steer message landed. The…
If your work does not benefit from current AI tooling, that is a finding, not a failing. Document why, share it with your community of peers, bring it to your manager, and work to find solutions. An engineer who can explain where AI does not yet help their work is demonstrating…
A design lead works on a screen alongside two designers at a shared table. AI assisted. AI is shrinking teams we run and raising the bar what each person is expected to produce. That changes what a leader has to bring, starting with their own hands. Bill Russell coached the…
Most design tools look great on paper. Then you actually use them with your team. Suddenly, you run into real problems: Your monthly bill jumps because of per-seat fees. Your designs are trapped in a closed cloud format. Or worse, your company will not let you upload private…
Jio raised about $3.2 billion in its IPO, and its stock jumped more than 21%, putting pressure on its AI and cloud plans to start making real money. Key Takeaways Jio Platforms entered public markets this week, raising about $3.2 billion in the Jio IPO The public listing and…
Coding agents are good at writing React. They are bad at knowing your component library. Ask one to "add a data grid with sorting" and it will happily invent a sortable prop that has never existed, or install a package name it made up. The code looks right and fails on the first…
Ein praxisorientierter Leitfaden zu Datenschutz, Datenflüssen und Compliance-Nachweisen im Entwicklungsprozess. Datenschutz wird in vielen Softwareprojekten erst dann ausführlich behandelt, wenn ein Produkt kurz vor der Veröffentlichung steht oder eine Datenschutzprüfung…
Meta describes Waddle World as a 'daily journal disguised as a pet.'
RIP scrum. Scrummed in peace. The agents now ship a feature before the team agrees whether it's 3 or 5 story points. Half joke. Planning poker made sense when a 5 point ticket meant a few days of someone's time. Now Claude Code or Cursor can draft that ticket before lunch, and…
The late-October model cycle creates a useful engineering opportunity: revisit a real application task while the old implementation still gives you a baseline. OpenAI's October 26 changelog announces GPT-6.1 Terra. Its model documentation says tool calling requires the Responses…
AI collaboration tools are changing how teams plan projects, share information, and get work done. But I think there's an important distinction that often gets missed: helping people communicate faster is not the same as helping a team deliver work faster. A tool that summarizes…
I rebuilt ten years of Notion’s homepage as a dashboard. The product moved first almost every time. In June 2016, Notion’s homepage called it a tool “made for modern thinkers.” In August 2026 it says “Where teams and agents think together.” Six positioning phases sit between…
Enterprise AI Vendors Should Sell the Workflow, Not the Ambition A discussion published on r/artificial on October 28, 2026, at 07:30 UTC points to a practical constraint in China's enterprise AI market: a specific application may be easier to sell than a broad platform. That…
I had 97% disk space used (about 6GB), and a memory pressure warning. I hadn’t installed any large programs. It turned out I had a lot of caching, session logs and processes from my AI coding tools. I made a CLI tool called unclog . It is Free and Open Source (MIT Licence), for…
S-1 của Anthropic là bản đăng ký mà công ty đã nộp cho SEC vào ngày 26 tháng 10 năm 2026, cho đề xuất IPO cổ phiếu Class A trên Nasdaq với mã "ANT". Đối với nhà phát triển Claude API, nó không thay đổi gì trong ngày đầu tiên: giá, giới hạn tốc độ và vòng đời mô hình vẫn đến từ…
I run a one-person R&D operation that ships industrial sensing products — analogue boards, microcontroller firmware, PC tools. Most of the typing is done by AI coding agents (mainly Claude Code). They are fast, and for a year they failed in the same four ways: They extended the…
Anthropic S-1: ماذا يعني ملف الطرح العام الأولي لمطوري Claude API بيان التسجيل S-1 الخاص بـ Anthropic هو مستند التسجيل الذي قدمته الشركة إلى هيئة الأوراق المالية والبورصات الأمريكية (SEC) في 26 أكتوبر 2026، وذلك لطرح عام أولي مقترح لأسهم الفئة A في بورصة ناسداك تحت الرمز "ANT".…