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Are AI agents ready for the workplace? A new benchmark raises doubts

https://techcrunch.com/2026/01/22/are-ai-agents-ready-for-the-workplace-a-new-benchmark-raises-do...
1•PaulHoule•3m ago•0 comments

Show HN: AI Watermark and Stego Scanner

https://ulrischa.github.io/AIWatermarkDetector/
1•ulrischa•3m ago•0 comments

Clarity vs. complexity: the invisible work of subtraction

https://www.alexscamp.com/p/clarity-vs-complexity-the-invisible
1•dovhyi•4m ago•0 comments

Solid-State Freezer Needs No Refrigerants

https://spectrum.ieee.org/subzero-elastocaloric-cooling
1•Brajeshwar•4m ago•0 comments

Ask HN: Will LLMs/AI Decrease Human Intelligence and Make Expertise a Commodity?

1•mc-0•6m ago•1 comments

From Zero to Hero: A Brief Introduction to Spring Boot

https://jcob-sikorski.github.io/me/writing/from-zero-to-hello-world-spring-boot
1•jcob_sikorski•6m ago•0 comments

NSA detected phone call between foreign intelligence and person close to Trump

https://www.theguardian.com/us-news/2026/feb/07/nsa-foreign-intelligence-trump-whistleblower
4•c420•7m ago•0 comments

How to Fake a Robotics Result

https://itcanthink.substack.com/p/how-to-fake-a-robotics-result
1•ai_critic•7m ago•0 comments

It's time for the world to boycott the US

https://www.aljazeera.com/opinions/2026/2/5/its-time-for-the-world-to-boycott-the-us
1•HotGarbage•7m ago•0 comments

Show HN: Semantic Search for terminal commands in the Browser (No Back end)

https://jslambda.github.io/tldr-vsearch/
1•jslambda•7m ago•1 comments

The AI CEO Experiment

https://yukicapital.com/blog/the-ai-ceo-experiment/
2•romainsimon•9m ago•0 comments

Speed up responses with fast mode

https://code.claude.com/docs/en/fast-mode
3•surprisetalk•13m ago•0 comments

MS-DOS game copy protection and cracks

https://www.dosdays.co.uk/topics/game_cracks.php
3•TheCraiggers•14m ago•0 comments

Updates on GNU/Hurd progress [video]

https://fosdem.org/2026/schedule/event/7FZXHF-updates_on_gnuhurd_progress_rump_drivers_64bit_smp_...
2•birdculture•14m ago•0 comments

Epstein took a photo of his 2015 dinner with Zuckerberg and Musk

https://xcancel.com/search?f=tweets&q=davenewworld_2%2Fstatus%2F2020128223850316274
7•doener•15m ago•2 comments

MyFlames: Visualize MySQL query execution plans as interactive FlameGraphs

https://github.com/vgrippa/myflames
1•tanelpoder•16m ago•0 comments

Show HN: LLM of Babel

https://clairefro.github.io/llm-of-babel/
1•marjipan200•16m ago•0 comments

A modern iperf3 alternative with a live TUI, multi-client server, QUIC support

https://github.com/lance0/xfr
3•tanelpoder•17m ago•0 comments

Famfamfam Silk icons – also with CSS spritesheet

https://github.com/legacy-icons/famfamfam-silk
1•thunderbong•18m ago•0 comments

Apple is the only Big Tech company whose capex declined last quarter

https://sherwood.news/tech/apple-is-the-only-big-tech-company-whose-capex-declined-last-quarter/
2•elsewhen•21m ago•0 comments

Reverse-Engineering Raiders of the Lost Ark for the Atari 2600

https://github.com/joshuanwalker/Raiders2600
2•todsacerdoti•22m ago•0 comments

Show HN: Deterministic NDJSON audit logs – v1.2 update (structural gaps)

https://github.com/yupme-bot/kernel-ndjson-proofs
1•Slaine•26m ago•0 comments

The Greater Copenhagen Region could be your friend's next career move

https://www.greatercphregion.com/friend-recruiter-program
2•mooreds•27m ago•0 comments

Do Not Confirm – Fiction by OpenClaw

https://thedailymolt.substack.com/p/do-not-confirm
1•jamesjyu•27m ago•0 comments

The Analytical Profile of Peas

https://www.fossanalytics.com/en/news-articles/more-industries/the-analytical-profile-of-peas
1•mooreds•27m ago•0 comments

Hallucinations in GPT5 – Can models say "I don't know" (June 2025)

https://jobswithgpt.com/blog/llm-eval-hallucinations-t20-cricket/
1•sp1982•27m ago•0 comments

What AI is good for, according to developers

https://github.blog/ai-and-ml/generative-ai/what-ai-is-actually-good-for-according-to-developers/
1•mooreds•27m ago•0 comments

OpenAI might pivot to the "most addictive digital friend" or face extinction

https://twitter.com/lebed2045/status/2020184853271167186
1•lebed2045•29m ago•2 comments

Show HN: Know how your SaaS is doing in 30 seconds

https://anypanel.io
1•dasfelix•29m ago•0 comments

ClawdBot Ordered Me Lunch

https://nickalexander.org/drafts/auto-sandwich.html
3•nick007•30m ago•0 comments
Open in hackernews

When Specs Lie Or, The maths your PRD is failing

https://mcauldronism.substack.com/p/when-specs-lie
3•nottheg•2w ago

Comments

nottheg•1w ago
Example output (abridged):

FORMAL LOGICAL ANALYSIS Article: "It's Time to Talk About Ethics" by Mcauldronism Date of Analysis: January 2025

================================================================================ 1. MAIN CONCLUSION ================================================================================

The article argues for a compound conclusion:

PRIMARY CLAIM: Whether we recognize tool-assisted cognition (including AI-assisted cognition) as "genuine" cognition is fundamentally an ethical choice, not merely a factual determination.

SECONDARY CLAIM: The morally correct choice is to recognize tool-assisted cognition as genuine—and those who deny it are committing a moral failure analogous to denying that wheelchair users are "really" mobile.

================================================================================ 2. ARGUMENT STRUCTURE ================================================================================

The argument proceeds through analogical reasoning, moving from uncontroversial cases to the contested case. Here is the logical flow:

STAGE 1: Setup (The Cringe) - Author's initial resistance to ethical framing of extended cognition - Transition to accepting Andy Clark's view that ethics is unavoidable here

STAGE 2: The Wheelchair Analogy - Premise: A wheelchair user is genuinely mobile - Premise: The wheelchair is part of how they move - Premise: Denying this makes one "an asshole" (moral judgment) - Implied principle: Functional integration = genuine attribution

STAGE 3: The Otto Case - Premise: Otto (Alzheimer's patient) uses a notebook to remember - Premise: The notebook functions as part of his memory system - Premise: Denying this is "pedantic at best, ableist at worst" - Application of same principle from Stage 2

STAGE 4: Extraction of Moral Principle - These judgments reveal an underlying choice about how we see tool use - This choice is ethical, not merely descriptive

STAGE 5: Application to AI - If the principle holds for wheelchairs and notebooks, it holds for AI - Someone achieving something with AI is genuinely achieving it - Denying this would be morally analogous to denying wheelchair mobility

STAGE 6: Personal Disclosure - Author acknowledges writing with Claude - Frames this as "extended cognition" consistent with the argument

STAGE 7: Call to Action - Reader must make a choice - That choice reveals their values about human nature

================================================================================ 3. FORMAL RECONSTRUCTION ================================================================================

KEY FOR SYMBOLS: - Px = "x is a person" - Tx = "x is a tool" - F(x,t) = "x uses tool t in a functionally integrated way" - A(x,t,φ) = "x genuinely performs activity φ using tool t" - D(x,t,φ) = "x denies that someone genuinely performs φ when using t" - M(x) = "x commits a moral failure"

CORE PRINCIPLE (Parity Principle, implicit): ∀x∀t∀φ[(Px ∧ Tx ∧ F(x,t)) → A(x,t,φ)]

In natural language: For any person and any tool, if the person uses the tool in a functionally integrated way, then they genuinely perform the relevant activity with that tool.

MORAL PRINCIPLE (implicit): ∀y∀x∀t∀φ[(Py ∧ D(y,x,t,φ) ∧ F(x,t)) → M(y)]

In natural language: Anyone who denies genuine attribution when functional integration exists commits a moral failure.

THE ARGUMENT FORMALIZED:

P1: F(wheelchair-user, wheelchair) — wheelchair is functionally integrated P2: A(wheelchair-user, wheelchair, mobility) — therefore genuine mobility P3: F(Otto, notebook) — notebook is functionally integrated P4: A(Otto, notebook, remembering) — therefore genuine remembering P5: F(AI-user, AI) — AI can be functionally integrated --- C1: A(AI-user, AI, thinking/creating) — therefore genuine cognition/creation

MORAL EXTENSION:

P6: D(critic, wheelchair-user, wheelchair, mobility) → M(critic) P7: D(critic, Otto, notebook, remembering) → M(critic) P8: The same principle applies uniformly to all functionally integrated tools --- C2: D(critic, AI-user, AI, creating) → M(critic)

================================================================================ 4. VALIDITY ASSESSMENT ================================================================================

LOGICAL FORM: The argument is structurally valid IF we grant: (a) The analogies hold (wheelchair ≈ notebook ≈ AI in relevant respects) (b) The parity principle is true (c) Moral judgments transfer across analogous cases

TYPE OF REASONING: - Primarily analogical (cases → principle → new case) - Secondarily deductive (once the principle is established)

VALIDITY VERDICT: The argument is valid in its FORM. The conclusion follows from the premises if we accept them. However, the soundness depends entirely on whether the analogies are apt and whether the parity principle holds for AI.

The move from "functional integration" to "genuine attribution" is the crux. This is philosophically contested (see Section 6).