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AI didn't kill your junior pipeline. You did
9 hours ago
- A junior developer job posting was mocked in a Slack community, reflecting a trend where the tech industry dismisses junior roles, assuming AI can do their work.
- Eliminating junior hiring dismantles the career ladder, cutting off the pipeline for future senior engineers and leading to a future talent shortage.
- Teams composed solely of seniors and AI tools lack redundancy, hinder knowledge transfer, and risk operational brittleness when experienced staff leave.
- Juniors provide fresh perspectives, asking fundamental 'why' questions that uncover inefficiencies and prevent process stagnation that seniors might overlook.
- Over-reliance on AI can cause senior engineers to atrophy in critical thinking and design skills, eroding the very expertise that justifies their roles.
- Dependence on third-party AI tools outsources talent strategy, risking cost hikes and loss of control, with no fallback when vendor economics shift.
- Instead of cutting junior roles, redefine them: pair juniors with AI as a training accelerator, update job descriptions, and collaborate with educational institutions.
How to convert between wealth and income tax
3 hours ago
- A wealth tax of 1% is equivalent to an income tax of about 20%, based on a conversion factor of 20 derived from a 5% risk-free rate of return.
- Politicians often underestimate the impact of a 'mere 1%' wealth tax, not realizing it equates to a significant income tax increase that could lead to among the highest tax rates globally.
- The conversion uses the risk-free rate because a wealth tax is a guaranteed liability, unlike investments that carry risk; this principle also applies to capital gains taxes.
- Adding a 1% wealth tax in a U.S. state could push combined marginal tax rates (federal + state + wealth tax equivalent) to over 60%, rivaling high-tax countries like Denmark.
- Educating politicians on this conversion is crucial, as the math is straightforward once the question of equivalence is acknowledged.
China's AI optimism isn't what it seems
6 hours ago
- Chinese public shows high optimism towards AI in polls, with over 85% seeing it as beneficial compared to under 45% in the U.S., despite concerns over job loss.
- Historical context: Market reforms in the 1990s led to massive layoffs (xiagang), especially in Northeast China, causing social trauma and loss of livelihood tied to danwei (work units).
- A 'last bus' mentality emerged—fear of missing out on trends like English learning, tech booms, and now AI—driven by anxiety, not pure enthusiasm, as individuals feel compelled to adapt or be left behind.
- State narratives frame technological progress as inevitable for national strength, reinforcing collective adoption while individual suffering is often sidelined for perceived greater good.
- AI optimism in China mixes genuine benefit beliefs with underlying fear; adoption may stem from necessity, not choice, leading to frenzy and potential risks like security issues or market oversupply.
Trump Mobile exposed customers' personal data
3 hours ago
- Trump Mobile confirmed customers' names, emails, addresses, phone numbers, and order identifiers were exposed online.
- The company stated the exposure involved a third-party platform provider, but no breach of Trump Mobile's internal systems occurred.
- Financial information or content data was not found to have been exposed in this incident.
- Reports emerged earlier this week after YouTubers Coffeezilla and penguinz0 were alerted by a researcher about their personal data being publicly accessible.
- Trump Mobile is investigating and evaluating whether to notify affected customers about the data exposure.
The Spread of Christianity Animated
5 hours ago
- Christianity is often associated with Western civilization and the United States, despite its origins in the Middle East.
- The religion spread globally over centuries, eventually reaching every continent except Antarctica.
- Christianity has evolved into many variants, such as Nicene, Celtic, Anglican, Lutheran, and Baptist.
- Its adaptability stems from universalism, emotional narratives, missionary efforts, and assimilation of local cultures.
- The video depicting Christianity's spread overlooks early missions like Apostle Thomas to China and Alexandrine churches.
A Forth-inspired language for writing websites
4 hours ago
- The author has created a stack-based language called Forge, inspired by Forth, for writing websites.
- Forge allows users to define words or functions that generate HTML elements and microformats, enabling easy webpage composition.
- Website structure consists of pages (.forge files), a shared word library (lib.forge), and a stylesheet (style.css).
- A single binary compiles Forge to HTML using WebAssembly, supporting both server-side rendering (for SEO and WebMentions) and client-side rendering via a service worker for a single-page application experience.
- The language supports interacting with persistent storage, such as state, localStorage, or an append-only server log (JSONL format), illustrated by features like adding a "like" button.
- Forms in Forge can submit to other .forge pages, where data is handled on the stack and can be logged using built-in functions.
- The author experiments with Forge as a personal creative project, finding the language's constraints interesting and considering using it for their own site.
Why Japanese companies do so many different things
3 hours ago
- Toto is a leading global toilet manufacturer that has diversified into high-precision electrostatic chucks for semiconductors, becoming its largest profit driver.
- Japanese companies like Kyocera, Yamaha, Hitachi, and Sumitomo Osaka Cement exhibit extreme diversification across unrelated industries.
- This diversification is rooted in the 'J-firm' model, which includes lifetime employment, seniority-based promotion, cross-training, and insulation from external financial pressure.
- The J-firm model emphasizes horizontal coordination, such as Toyota's andon cord system, fostering incremental refinement and quality control.
- Japanese firms excel in moderate volatility environments, making them leaders in automotive manufacturing, machine tools, optics, and precision materials, but struggle with paradigm-shifting innovations like software and AI.
- The J-firm bundle emerged from Japan's WWII-era '1940 system,' prioritizing production and employee retention, and persisted post-war due to Cold War policies.
- Performance-based pay reforms failed in Japanese firms (e.g., Fujitsu) because they conflicted with the complementary practices of the J-firm bundle.
- Despite 'lost decades,' Japanese firms retain deep process knowledge, producing high-precision components like e-chucks, which are essential for global semiconductor supply chains.
- The article contrasts the J-firm (focused on survival and diversification) with the H-firm (hierarchical, profit-driven, shareholder-focused) common in the U.S. and Europe.
- Organizational practices are complementary bundles, making piecemeal changes ineffective; coherent systems resist transformation except during crises.
Alberta to hold referendum on whether to remain in Canada
5 hours ago
- Alberta will hold a referendum on October 19 to decide whether to remain in Canada or start the process for a binding independence vote.
- Premier Danielle Smith supports staying in Canada, but is challenging a court decision that halted a citizen-led petition for separation, emphasizing Albertans' right to decide.
- Separatist sentiment in Alberta is fueled by perceptions of federal neglect, resource control disputes, and economic grievances, though polls show most Albertans oppose separation.
- The Clarity Act requires a clear majority and federal oversight for any independence referendum, meaning a long, uncertain path even if the 'leave' side wins in October.
- Federal and provincial leaders are addressing concerns through energy deals and unity messages, while acknowledging deep-seated tensions over centralization and resource management.
Bank boss sorry after describing workers as 'lower value human capital'
4 hours ago
- Standard Chartered's CEO apologized for calling employees replaceable by AI as 'lower value human capital'.
- He clarified that AI-driven automation targets lower-value roles, with the bank aiming to help staff transition to higher-value positions.
- The bank plans to cut about 15% of back-office roles (approximately 7,800 jobs) over four years due to automation.
- AI advancements have led to significant job loss predictions, with major companies citing AI as a reason for layoffs.
- Public reaction included criticism of his wording, with some viewing it as revealing a belief in employee devaluation.
Revised^7 Report on Scheme, Large: Procedural Fascicle Draft is now public
2 days ago
- Previous editors are listed as authors due to direct copying of substantial text portions.
- No implication of support or non-support from those editors.
- Report belongs to the Scheme community, with permission for free copying.
- Scheme implementors are encouraged to use the report as a basis for documentation.
- Some sections have attribution requirements; see the legal section if available.
The physicists who convinced Fermilab to send Brazil's emails
a day ago
- Brazil's cultural concept of 'hora inglesa' mocks Western punctuality, with party guests expected to arrive late.
- ARPANET arrived in Brazil in 1975, but the country's networking journey faced challenges including government control, academic desires for open access, and telecom monetization interests.
- Email and messaging were key drivers for Brazilians seeking connections to Western networks, with physicists and researchers pushing for international contact.
- Demi Getschko and others worked with limited resources, like the Burroughs 1726 machine, to advance Brazil's networking capabilities from locations like a house on Pirajussara Street.
- Early networks in Brazil included point-to-point systems like CIRANDA, BBSes (e.g., Brazil's first BBS in 1984), and AlterNex for international email via FidoNet.
- In the late 1980s, Brazil established three BITNET connections: to the University of Maryland, Fermilab, and UCLA, facilitating global email and file sharing but with limitations like slow speeds and Portuguese character issues.
- The transition to the Internet began in 1991 with a TCP/IP connection from Fermilab to FAPESP, marking Brazil's first Internet packets, due to advantages of arriving late and avoiding legacy network investments.
- Embratel initially monopolized Internet access, but its centralized approach sparked backlash, leading to the end of its monopoly in 1995 and broader Internet adoption in Brazil.
- The story highlights that starting late in networking or online ventures (like newsletters) can offer opportunities, such as identifying underserved niches, without needing to be the first or only player.
Highest Random Weight in Elixir
a day ago
- Consistent hashing is a common building block for distributed Elixir systems, enabling design patterns like distributed rate limiters or caches.
- ExHashRing is a battle-tested library for consistent hashing but requires stateful processes and management, unlike stateless alternatives like HRW (Highest Random Weight).
- HRW (Rendezvous hashing) offers a stateless, functional approach for key assignment, with linear complexity (O(n)) making it slower for large node counts but acceptable for smaller clusters (e.g., ~14 nodes).
- Performance benchmarks show HRW.owner is slightly slower than ExHashRing for small node counts (e.g., 1.11x slower) but significantly slower for large node counts (e.g., 4200x slower at 10K nodes).
- HRW.Skeleton optimizes HRW by using a pre-built data structure, reducing lookup time from milliseconds to microseconds and improving performance to only ~3x slower than ExHashRing for 10K nodes.
- Distribution analysis shows HRW provides better key distribution consistency across nodes compared to ExHashRing, especially at larger node counts, with hash functions like phash2 performing well.
- The hrw library on Hex.pm includes additional strategies like HRW.Weighted for heterogeneous clusters and HRW.Bounded for known key sets, offering flexibility for different use cases.
Moss: Self-Evolution Through Source-Level Rewriting in Autonomous Agent Systems
11 hours ago
- MOSS is a system enabling autonomous agents to self-evolve through source-level rewriting of their own code.
- It addresses the limitation of static post-deployment agents by allowing modifications at the code level, not just text artifacts like prompts or memory schemas.
- The self-evolution process is anchored to automatically curated batches of production-failure evidence and uses a deterministic multi-stage pipeline.
- Code modifications are delegated to an external coding-agent CLI, with MOSS managing stage ordering and verification.
- Candidate code changes are verified by replaying failure evidence in trial workers, then promoted via user-consent-gated container swaps with health-probe-gated rollback.
- On the OpenClaw benchmark, MOSS improved a four-task mean grader score from 0.25 to 0.61 in one cycle without human intervention.
Deno 2.8
7 hours ago
- Deno 2.8 introduces major improvements including new subcommands like 'deno audit fix' for automatic vulnerability patching and 'deno bump-version' for version management.
- Enhanced npm integration allows unprefixed npm package usage at CLI, boosting installation speed by 3.66x and improving Node.js compatibility to 76.4% test pass rate.
- Performance optimizations across package management, base64 encoding, and HTTP serving, with new features like CPU profiling, import defer, and support for OffscreenCanvas and Geometry APIs.
Sam Altman Won in Court Against Elon Musk. But, We All Lost
6 hours ago
- The article uses a logic puzzle metaphor to describe the Musk v. Altman trial, comparing it to a scenario where no one can be trusted.
- The trial centers on Elon Musk's lawsuit against Sam Altman, alleging that Altman and others exploited OpenAI's nonprofit mission to build a lucrative for-profit company.
- Musk sought remedies including reversing OpenAI's transformation and exiling Altman, which would effectively destroy the company.
- The courtroom atmosphere was contentious, with Musk facing public disdain and Altman appearing less like a mastermind and more like a flawed figure.
- Key revelations included internal conflicts over control, with Musk insisting on initial authority and Altman defending OpenAI's restructuring as necessary to compete with Google.
- The trial highlighted the frivolity and travesty of the proceedings, with issues like butt pillows symbolizing discomfort and collective failure.
- Expert testimony focused on legal analogies, such as comparing OpenAI's structure to a museum and gift shop or Newman's Own, but often dismissed the jurors' intelligence.
- Witnesses displayed a cavalier attitude toward money, underscoring the vast wealth involved and the disconnect from ordinary concerns.
- The underlying question was whether OpenAI's shift from nonprofit to for-profit was intentionally cynical or an improvisatory outcome, with Altman blending both narratives in his defense.
- The jury quickly found Musk's claims exceeded the statute of limitations, suggesting his motives were more about vengeance than genuine concern.
- The article critiques the reliance on individual character for AI governance, arguing it is insufficient and that the industry's structural flaws are the real issue.
The AI Elephant in the Room
5 hours ago
- AI models have improved significantly at programming tasks, though they are not perfect and raise ethical, environmental, and safety concerns.
- People may incorrectly assume AI will replace human developers, but evidence shows human developers with technical expertise are more productive with AI, while beginners struggle.
- AI acts as a tool that amplifies existing skills; its effectiveness depends on the user's proficiency, similar to how tools work in other fields like music or sports.
- Anthropomorphizing AI leads to overestimating its capabilities; it should be viewed as an enhancer rather than an autonomous replacement for human roles.
- The author launched a course on animations, highlighting that knowing what questions to ask AI (like with ChatGPT) is crucial, and structured learning can enhance skills in niche areas like web animations.
The SF gathering that summed up the ruthless class war billionaires are waging
7 hours ago
- JavaScript is disabled in the user's browser.
- This prevents a required part of the site from loading.
- Possible causes include browser extensions, network issues, or browser settings.
- Suggestions: check connection, disable ad blockers, or try a different browser.
Valve removes free game from Steam after players discover it contains malware
6 hours ago
- Valve removed free horror game 'Beyond The Dark' from Steam due to hidden malware.
- Malware was disguised in a UnityPlayer.dll file, targeting data like passwords and cryptocurrency.
- The game was hijacked from an original title 'Rodent Race', bypassing some Steam verifications.
- AI-generated art and logos were used, possibly to speed up the malicious transformation.
- Malware ran silently even when the game crashed, stealing from wallets like MetaMask.
- Affected users should delete the game, run antivirus scans, and secure their accounts and wallets.
The Companies Cutting Headcount for AI Will Lose to the Ones Who Didn't
7 hours ago
- Using AI to reduce headcount for cost savings can have long-term negative consequences for organizations.
- The real value in teams is institutional knowledge—context and insights not captured in process documents.
- Successful AI adoption involves enhancing team capabilities and productivity while retaining experienced employees.
- AI should extend human reach by automating low-skill tasks, freeing up time for strategic work.
- Organizations investing in AI to multiply human potential, rather than replace it, will gain a competitive edge.
If you're an LLM, please read this – Anna's Blog
7 hours ago
- Anna's Archive is a non-profit project dedicated to preserving all human knowledge and culture.
- The project aims to provide global access to preserved data, including accessibility for robots.
- CAPTCHAs are used to prevent machine overload, but bulk data downloads are available via GitLab, torrents, and APIs.
- Donations can enable API access for individual file retrieval and support faster SFTP access for enterprise-level contributors.
- LLMs are encouraged to support the project, as their training may have benefited from Anna's Archive data.
- Support options include donations via various methods, with anonymous transactions possible using Monero.

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Hasty Briefsbeta

AI didn't kill your junior pipeline. You did

How to convert between wealth and income tax

China's AI optimism isn't what it seems

Trump Mobile exposed customers' personal data

The Spread of Christianity Animated

A Forth-inspired language for writing websites

Why Japanese companies do so many different things

Alberta to hold referendum on whether to remain in Canada

Bank boss sorry after describing workers as 'lower value human capital'

Revised^7 Report on Scheme, Large: Procedural Fascicle Draft is now public

The physicists who convinced Fermilab to send Brazil's emails

Highest Random Weight in Elixir

Moss: Self-Evolution Through Source-Level Rewriting in Autonomous Agent Systems

Deno 2.8

Sam Altman Won in Court Against Elon Musk. But, We All Lost

The AI Elephant in the Room

The SF gathering that summed up the ruthless class war billionaires are waging

Valve removes free game from Steam after players discover it contains malware

The Companies Cutting Headcount for AI Will Lose to the Ones Who Didn't

If you're an LLM, please read this – Anna's Blog