All desks on Intelligent Artifact

Estimate the options, explain the risks — Sean Goedecke

Tue, 20 Oct 2026 09:46:43 -0400

Sean Goedecke treats a deadline as a constraint for choosing a design, then gives managers several approaches with explicit risks. His focus is unfamiliar work in large codebases.

Free Urban Farm Volunteering on Randall's Island, October 25

Tue, 20 Oct 2026 09:40:00 -0400

Spend Sunday morning doing farm chores and composting at a one-acre educational farm. New volunteers must register; younger participants need an adult or waiver.

Training a Jev-Style Head Exposes Order Bias and Padding Bugs

Tue, 20 Oct 2026 09:30:53 -0400

Divye Singh trains a small scoring head over a frozen model, then checks option order, masked loss, and probability calibration on synthetic support tickets.

Jev Leads a New Decision Index, but Confidence Still Needs Testing

Tue, 20 Oct 2026 09:30:53 -0400

Artificial Analysis compares bounded decisions across four tests. Jev leads the decision-model composite, while knowledge, reasoning, and calibration expose different limits.

Control Resonant Makes Navigation a Player Decision

Tue, 20 Oct 2026 09:23:53 -0400

Bryant Francis examines Remedy's approach to signposting: preserve the pleasure of finding a route while giving players consistent environmental cues.

Israel Fears NAZA. Why Don’t Our Films Scare Anyone? — Jacobin

Tue, 20 Oct 2026 09:11:32 -0400

Alex McCarron asks what anti-war cinema loses when soldiers' trauma displaces responsibility for the people they harm.

Who Was Emily Brontë? — The Nation

Tue, 20 Oct 2026 09:11:32 -0400

Sarah Chihaya finds a biography that reconstructs Brontë's everyday world while respecting how little we can know of her.

Claude Code for creators: AI editing is here — Brooke Lacey

Mon, 19 Oct 2026 12:00:39 +0000

Brooke Lacey shows Claire Vo how she uses Claude Code, FFmpeg, and Whisper to turn phone footage into short-form videos, learn her delivery, and mine audience comments.

AI should feed an investor's judgment — Anekha Sokhal

Tue, 20 Oct 2026 08:00:19 +0000

Moshi founder Anekha Sokhal argues that AI should gather and check market information while investors keep the decision. She describes a six-agent system, traceable claims and the hidden cost of losing apprenticeship.

Shipping AI through bank compliance — Al Chen

Tue, 20 Oct 2026 09:00:06 +0000

Al Chen of Cisco explains how exploit tests, verified restores and privacy checks help banks move AI into production. The bottleneck also includes image approvals, GPU procurement and internal ownership.

WhatsApp's Hidden Notes Told AI Not to Recommend a Regulator — Dan Saltman

Tue, 20 Oct 2026 09:02:27 -0400

Redact found instructions that withheld public escalation routes from chatbot answers. Whether any bot followed them remains untested.

Approve the Action an Agent Will Actually Run

Thu, 15 Oct 2026 01:11:23 +0000

Agent Step-Up tests whether approval screens show the real action and whether that action can change after approval.

NYC Digest - 2026-10-20

Tue, 20 Oct 2026 07:55:31 -0400

Free East Village bluegrass tonight, Wednesday jazz in Astoria, and ongoing art and museum outings; Onishi reopens today and AMNH closes early.

Scale and Reflection repair coding tests and grade patches in clean containers

Fri, 16 Oct 2026 20:26:37 +0000

SWE-Bench Pro V2 separates bad instructions from evaluation exploits. Its strongest systems already approach the repaired test set's ceiling.

Combining two instruction files can make a model ignore one

Sun, 18 Oct 2026 07:11:24 +0000

SkillClash isolates failures after both skills are loaded. A correct combined example repairs much of the lost rule compliance.

Automatic prompt tuning helps local math tests but can hurt question answering

Mon, 19 Oct 2026 08:45:07 +0000

A two-model GEPA and SkillOpt study separates answer correctness, formatting, server failures, waiting time and token use.

AI News - 2026-10-20

Tue, 20 Oct 2026 07:27:06 -0400

DeepSeek opens its model-serving software

DeepSeek publishes the software that runs its model — Developers can inspect and adapt DeepInfer to run DeepSeek’s Flash model on supported server hardware.
- The Apache-2.0 code supports DeepSeek-V4.1-Flash, constrained JSON output and overlapping CPU scheduling with device work. It includes offline execution examples and performance-test scripts.
- Supported hardware is NVIDIA SM100 GPUs or Huawei Ascend 950 processors. Prerequisites include Linux, GCC 13 or newer and Python 3.12, plus CUDA 13 or CANN 9.2 respectively.
- Published tests use four SM100 GPUs for prefill, the model’s first pass over a prompt, before it writes anything. Answer generation uses 64 GPUs in one tightly connected group.
- A complete service still needs infrastructure for the KV cache, a model’s stored working memory for a prompt. Request routing and separation of prompt processing from answer generation also remain integration work.
- Reproducible sampling requires a fixed per-sequence seed, batch-invariant mode and disabled variable-length drafting. Batch-invariant mode is NVIDIA-only.
- Caveat: Building a hosted service still requires additional infrastructure, and the supported hardware excludes ordinary consumer cards. (HN 328 points · 110 comments)

Agent frameworks & tooling

Cloudflare’s Clairic pulls typed values from documents and images — Its hosted interface offers a cheaper component to test for extraction steps that currently use a general chatbot.

Task Paralysis Needs a Smaller First Step — Joe Wilner

Tue, 20 Oct 2026 10:00:00 +0000

A therapist's guide to goal management training puts the work into a repeatable sequence: pause, name the goal, shrink the action and check where you are.

John Berger and the art of paying attention — NYT Magazine

Mon, 19 Oct 2026 22:16:01 -0400

A.O. Scott returns to Berger's criticism, where looking at art joins pleasure, memory, and political history without reducing one to another.

Digger and the argument over bad climate art

Mon, 19 Oct 2026 22:16:00 -0400

Two defenses and a sharp dissent ask whether Digger makes artistic failure meaningful, or simply makes audiences sit through it.

The Right Words in the Right Order — The Ideas Letter

Mon, 19 Oct 2026 22:09:00 -0400

William Davies traces today's literacy panic to decades of treating language as measurable task completion, and argues for the freedom to experiment.

Mother of Pearls — The Baffler

Mon, 19 Oct 2026 22:09:00 -0400

Jeremy Lybarger follows Arch Connelly's queer glitter-and-pearls art from drag theater to a luxury-backed museum survey.

ToolBottleneckBench traces agent failures to execution limits

Thu, 15 Oct 2026 01:59:58 +0000

A larger tool menu looked like worse tool use until researchers raised the model's response allowance.

FEB-30 checks stored facts alongside an agent's answers

Thu, 15 Oct 2026 16:58:12 +0000

A memory test follows facts as they change, exposing errors that answer scores can hide or misdiagnose.

How to Evaluate Coding Agents

Mon, 19 Oct 2026 21:30:23 +0000

Momento's Khawaja Shams explains realistic coding tasks, leaked answers, repeated trials, and the traces that make agent scores worth trusting.

Rewriting learned skills can erase most of an agent's gains

Wed, 14 Oct 2026 19:29:45 +0000

CODA tests jointly trained models and skill libraries after their instructions change. Even paraphrases can break previously successful tasks.

Large skill libraries can make agents stop opening the right instructions

Tue, 13 Oct 2026 15:12:12 +0000

A controlled study separates finding a skill, opening its instructions and completing the task. Choosing skills before execution helps, with costs.

DSPy 3.4.1 changes how GEPA proposes instructions

Mon, 19 Oct 2026 14:22:43 -0400

Structured reflection preserves richer examples, but incompatible reflection models can leave an optimization run unchanged.

Netflix gives incident tools a shared language

Mon, 19 Oct 2026 13:54:07 -0400

Netflix connects telemetry, deployments and incident discussions through a validated knowledge graph. Its agents propose evidence-backed hypotheses; engineers still decide what happened.

It's Still OK to Enjoy Programming — Chris Kiehl

Mon, 19 Oct 2026 13:47:03 -0400

A buggy Breakout clone and some difficult weekend experiments make Chris Kiehl's case for programming without an economic justification.

The Political Economy of Cognitive Dissonance — Jacobin

Mon, 19 Oct 2026 13:10:00 -0400

Peter Dorman reads Silkwood as a story about how economic dependence makes danger harder to acknowledge and union power makes action imaginable.

How Revolutionary, Really, Was Christianity? — Jacobin

Mon, 19 Oct 2026 13:10:00 -0400

Molly Judd reviews Christianity's emergence through Roman roads, shared languages, borrowed stories, and familiar images.

Specs help developers clarify intent, but keeping them current costs work

Tue, 25 Aug 2026 22:43:30 +0000

A practitioner study separates reported agent reliability from measured repository habits and the work of maintaining specs.

Probe-and-Resume tests an agent's finished work in disposable copies

Thu, 15 Oct 2026 01:42:54 +0000

A second model runs checks after completion, then sends failures back while preserving the working agent's state.

What Is Loop Engineering? Building Better AI Agents

Mon, 19 Oct 2026 11:00:06 +0000

Martin Keen explains the goals, triggers, context, tools and human checks around an agent's act–observe–adjust loop.

How the Top 1% of Developers Write Code in the AI Era

Sun, 18 Oct 2026 16:00:11 +0000

Maddy Zhang's eight rules for reviewing AI-generated code, preserving error signals, limiting production risk and checking dependencies.

Tasty Chef sells with openly AI-generated art — Code Monkey

Mon, 19 Oct 2026 11:23:34 -0400

Code Monkey reports $200,000 in estimated gross sales and 92% positive reviews. One successful cooking game leaves the wider market question open.

AI is ushering in an age of personal media — Benj Edwards

Mon, 19 Oct 2026 10:00:24 -0400

Benj Edwards makes songs and games for an audience of one. Their private value can be real while the consequences for creative workers remain unresolved.

Free Halloween Boo Bash on Randall's Island, October 24

Mon, 19 Oct 2026 09:31:00 -0400

Costumes, bubbling, hip-hop juggling, crafts, and dance fill the White Garden on Saturday afternoon. Free entry; no registration required.

The Old-School Ambition of “The Brightness” — The New Yorker

Mon, 19 Oct 2026 09:10:00 -0400

B. D. McClay finds perceptive characters in Chad Harbach's new novel, but asks where their society's pressures have gone.

If You Don't Run Your Own LLM Proxy, How Do You Even Know Whats Going On? — Jared Siegel

Mon, 19 Oct 2026 09:05:38 -0400

Request-level logs make coding agents easier to debug. The HN discussion asks whether that requires putting another service in every request's path.

AI Models Can Provably Hide Arbitrary Capabilities

Fri, 09 Oct 2026 17:55:06 +0000

Encrypted networks expose a limit of capability testing: failing to uncover an ability cannot universally prove it absent from adversarially supplied weights.

NYC Digest - 2026-10-19

Mon, 19 Oct 2026 07:53:22 -0400

Nine NYC outings: free East Village bluegrass tomorrow, Agenda Fest this weekend, uptown exhibitions and self-guided walks.

Arcade measures when searching for tools cuts the bill

Fri, 16 Oct 2026 16:30:38 +0000

Arcade compares finding tools on demand with listing 100 tools in every request. Savings depend on search frequency, prompt caching and how the client handles large results.

TokenEconomizer learns where coding assistants waste money

Thu, 15 Oct 2026 23:06:57 +0000

An external controller learns short repository instructions, hides unused tools and redirects stalled work. Reported savings include its own model requests and prompt-cache discounts.

SchemaShield-Lite repairs broken requests after tool descriptions change

Fri, 16 Oct 2026 11:49:37 +0000

Validation and a constrained retry recover tool-request errors in controlled Qwen tests. The strongest results depend on resolving a usable tool name, with weaker gains outside that model family.

Munin lets research groups question papers on their own servers

Fri, 16 Oct 2026 13:56:37 +0000

Munin combines local paper search, full-text reading and citation checks with a rerunnable evaluation suite. Its strongest result permits web access and depends on a private reference corpus.

AI News - 2026-10-19

Mon, 19 Oct 2026 07:27:31 -0400

Agent frameworks & tooling

Munin lets research groups question papers on their own servers paper notes → — Its released software includes tests you can rerun after changing the model or paper collection.
- An agent is a model running a multi-step task with tools. Munin searches papers, reads full passages and attaches citations to its answers.
- The harness is the software around a model that runs its tools, files and commands. The Apache-2.0 repository combines Docker Compose, Qdrant document search and a Neo4j citation graph.
- On 199 literature questions, Qwen3.8-27B answered 87.4% correctly with the full system, versus 38.7% unaided and 21.1% with five retrieved documents.
- That full-system result permits web access. Blocking outbound requests lowers the same model’s accuracy to 66.3%, separating local-document usefulness from outside help.
- You supply a model through an OpenAI-compatible endpoint. The reference setup uses two RTX 5090 cards with 32 GB each and a 68,500-paper collection. All groups share access to that paper collection.
- Caveat: A fresh installation starts with an empty collection, so the published accuracy depends on rebuilding the relevant corpus and evaluation setup. (arXiv 2610.23480)
Superlite builds from a spec with fewer approval stops — The plugin is worth testing when you already know the requirements and want independent coding tasks to run together.

Start here: learn DSPy by improving one small program

Mon, 19 Oct 2026 00:35:30 -0400

A practical path from signatures to evaluation, prompt optimization, and a saved program you can compare honestly.

Metrics before optimizers

Mon, 19 Oct 2026 00:35:30 -0400

Define success, measure a baseline, and reserve unseen examples before asking DSPy to improve a program.

GEPA: turn failures into useful feedback

Mon, 19 Oct 2026 00:35:30 -0400

Use reflective prompt optimization after the baseline, with a real budget and an untouched final test set.

Hybrid Reasoning Agents

Tue, 13 Oct 2026 17:59:31 +0000

HybridAgent mixes internal vector-based computation with text for tools and inspection. Matched-model tests show stronger search results, but the cost savings cover estimated generation compute.

reflex-code-search Shortlists Locally, but Its Jev Label Can Mislead

Sun, 18 Oct 2026 22:30:35 -0400

A small code-search project makes hosted reranking optional and exposes a provenance bug: local fallback results still carry the Jev provider label.

AI-PM Wiki Fixed a Jev Fallback That Measured the Wrong Question

Sun, 18 Oct 2026 22:30:35 -0400

An inspectable highlighting service separates whether a paragraph deserves attention from uncertainty about its colour and importance.

Mental-Health Support and the Benefits Bill — Anna Bawden and Kiran Stacey

Sun, 18 Oct 2026 18:30:19 +0000

Alan Milburn and Peter Fonagy propose earlier, integrated help for young people. Financing it through welfare cuts raises a separate question about security while that help arrives.

Someone Behind the Software — Karri Saarinen

Sun, 18 Oct 2026 13:46:40 -0400

Karri Saarinen on earned intuition, shared product judgment, and why individually sound features can make the whole product worse.

Jev Speeds Up Scribe Routing, but the Test Never Grades a Clinical Note

Sun, 18 Oct 2026 13:28:07 -0400

Gbenga Awodokun’s six-transcript comparison exposes different failure patterns, modest whole-workflow savings, and the limits of a clinical-safety headline.

The Video Game Industry’s Crisis Is a Crisis of Capitalism — Jacobin

Sun, 18 Oct 2026 13:06:00 -0400

Montreal’s game workers confront an industry built with public subsidies but governed by private owners, with passion used to excuse insecurity.

Anwar Shaikh Changed My Life — Jacobin

Sun, 18 Oct 2026 13:06:00 -0400

E. Ahmet Tonak remembers a teacher who made Marxist economics measurable and opened a path from political exile to a lifetime of collaboration.

Parser Combinators — t3.at

Sun, 18 Oct 2026 13:02:07 -0400

Build a text parser from small functions, then read the HN discussion for the failure cases a friendly introduction leaves aside.

Mental-Health Care Beyond the Eighteenth Birthday — Denise Al Mari-de Waal and Aaron Hume

Sun, 18 Oct 2026 16:18:53 +0000

Two cerebral palsy advocates describe the loss of support at adulthood and call for lifelong care that includes specialist mental-health services.

Six Voices for a Mind in Distress — Clive Paget

Sun, 18 Oct 2026 15:03:23 +0000

A revival of Sarah Kane's 4.48 Psychosis gives depression six overlapping voices. Clive Paget asks what music reveals, and what it fixes too firmly in place.

GitHub Trending — 2026-10-18

Sun, 18 Oct 2026 10:01:46 -0400

GitHub Trending, week ending October 18, 2026: one new pick after excluding repositories already covered in recent roundups.

storytold/artcraft — an AI image-and-video editor with 2D layers, 3D scene staging, and camera controls for artists who want to compose a shot before generating it.

Caveat: model availability varies by provider; the open-source editor’s license does not cover external generation services.

Free Tree Identification Walk at Tompkins Square Park, October 25

Sun, 18 Oct 2026 09:35:00 -0400

Urban Park Rangers lead a free one-hour fall tree walk in the East Village. Meet at Avenue A and St. Marks Place; no registration required.

CJ Hendry's Free Flower Market in Greenpoint Through October 19

Sun, 18 Oct 2026 09:35:00 -0400

A free art installation at 279 Calyer Street gives every visitor one plush flower. Open 10 a.m.–6 p.m. through Monday, October 19.

Jev Finds Photo Focal Points Cheaply, but Some Crops Still Miss

Sun, 18 Oct 2026 09:28:11 -0400

Marcus Johansson compares photo-cropping methods against his own marked focal points, exposing the gap between finding an object and keeping the right subject visible.

DeepInfra’s Jev Tests Expose Confident Routing and a Privacy Gap

Sun, 18 Oct 2026 09:28:11 -0400

A small hands-on review shows an injection rewrite bypassing Jev, an uncertainty fallback that never fires, and why hosted screening cannot make a prompt local-only.

Game Criticism Feeds a Designer's Next Project

Sun, 18 Oct 2026 09:17:07 -0400

Tim Brinkhof asks developers what long-form video essays offer: a language for player feelings, overlooked experiments, and ideas that mature between projects.

What John Goodman Knows About Fear — The New Yorker

Sun, 18 Oct 2026 09:06:00 -0400

John Goodman on the physical craft behind his comic exuberance, Roseanne's working-class world, and learning to work without punishing himself.

Next Token Ep 06 — Escape the senior engineer death spiral

Mon, 28 Sep 2026 15:34:16 +0000

Sunil Pai on recovering momentum through smaller work. Rhys Sullivan revisits YC and shows how clearer contracts made his coding agents more useful.

Next Token Ep 05 — What it costs to serve an AI model

Mon, 31 Aug 2026 14:00:53 +0000

Cloudflare AI product lead Michelle Chen explains model launches, GPU economics, licensing, and why cheap inference subscriptions may tighten.

Next Token Ep 04 — Alignment, permissions, and proof that agents are done

Mon, 17 Aug 2026 17:25:16 +0000

Dillon Mulroy, Rhys Sullivan, and Sunil Pai debate AI containment, then inspect a coding workflow built around scoped access and visible end-to-end tests.

Next Token Ep 01 — I Want Your Product to Enable My Agent

Fri, 03 Jul 2026 18:52:12 +0000

Dillon Mulroy, Rhys Sullivan, and Sunil Pai argue for products that serve a customer's chosen agent. Their examples connect APIs, documentation, review loops, cloud environments, and burnout.

Next Token Ep 00 — None of My Software Has Gotten Better

Fri, 26 Jun 2026 21:52:49 +0000

Dillon Mulroy, Rhys Sullivan, and Sunil Pai ask why more generated code has not produced better software. They compare architecture, token costs, model access, and autonomous loops.

Next Token Ep 02: Keep control of the agent's plan

Thu, 23 Jul 2026 03:48:58 +0000

Dillon Mulroy shows how Pi, Plannotator, and type-driven plans keep him involved in agent-written software.

State of Agentic Coding #11 — Armin Ronacher, Geoff Huntley, and Ben Vinegar

Fri, 16 Oct 2026 11:00:15 +0000

Pi Durable, a live Lisp demo, and the cost of agents whose work is getting harder to inspect.

Image editing, model trade-offs and AI tools — Matt Wolfe

Fri, 16 Oct 2026 16:20:28 +0000

Wolfe’s weekly roundup contrasts Krea’s editing workflow, downloadable models, one-shot coding demos and the smaller updates behind product launch headlines.

Four ways an agent’s context goes wrong — IBM Technology

Thu, 15 Oct 2026 11:00:06 +0000

Martin Keen maps four context failures to four fixes: validate mistaken notes, compact long histories, curate tools and remove superseded information.

Designing reliable AI agents — Maddy Zhang

Sun, 27 Sep 2026 16:00:27 +0000

A customer-support example walks through tool design, selective memory, testing, tracing and safeguards for agents that take real actions.

NYC Digest - 2026-10-18

Sun, 18 Oct 2026 07:47:37 -0400

Free Harlem jazz, Open House New York’s final-day drop-ins and a Greenpoint block party lead Sunday’s outings, with museum exhibitions, self-guided walks and a Thursday folk gig to follow.

AI News - 2026-10-18

Sun, 18 Oct 2026 07:26:35 -0400

DeepSeek releases an updated Flash model

DeepSeek updates Flash with downloadable weights and better coding results — Developers get a concrete alternative to test in coding assistants, with integration details to check before switching.
- An agent is a model running a multi-step task with tools. The October 17 release is available through DeepSeek’s app, website and API, alongside the downloadable weights.
- Hugging Face lists 763 billion parameters. The MIT-licensed model accepts a context of one million tokens, making the complete model far larger than a typical desktop deployment.
- A benchmark is a fixed set of tasks for comparing models. DeepSeek reports Terminal-Bench 4.0 success rising from 31.2% to 42.3% against the previous Flash version.
- DeepSWE 1.1 success rises from 74.2% to 77.0%. The harness is the software around a model that runs its tools, files and commands. Terminal-Bench uses Claude Code; DeepSWE uses Mini-SWE-V2.
- The release omits a Jinja chat template. Its Python reference and deepseek-recipe toolkit handle prompt formatting. The local execution guide describes reference software; production serving needs a separate engine.
- Caveat: These are DeepSeek’s own test results, and its claims of faster completion and shorter answers still need checking on your workload. (HN 868 points · 659 comments · r/LocalLLaMA · Techmeme)

Agent frameworks & tooling

OpenCode warns that a Console breach may have exposed provider keys — Affected Console users should replace stored provider credentials through the providers’ dashboards and check recent usage.

‘You Barely Understand Regular Money’: Why Young Men Keep Gambling — Victoria Guida

Sun, 18 Oct 2026 00:00:00 +0000

Victoria Guida's reported column connects housing frustration to betting's promise of a shortcut, while examining the savings displaced and the safeguards being proposed.

Fanatics CEO Expects $7B Sports Betting Marketing War Next Year — Sam McQuillan

Sun, 18 Oct 2026 00:00:00 +0000

Michael Rubin's advertising forecast puts sportsbooks and prediction markets in the same contest for customers, backed by Fanatics' merchandise and collectibles profits.

The Future of Programming (1982) — Anthony I. Wasserman and Steven Gutz

Sat, 17 Oct 2026 18:46:57 -0400

A 1982 research agenda for better tools, trustworthy reusable components, and prototypes that expose misunderstood requirements before implementation.

AJev Makes Local Typed Decisions—but Calibration Depends on the Adapter

Sat, 17 Oct 2026 18:27:27 -0400

An inspectable Gemma-based Jev alternative exposes its probability readout, public benchmark results, and a critical difference between its calibrated 12B and raw-probability 31B adapters.

How To Get Your Team To Invest In Evals — Hamel Husain

Sat, 17 Oct 2026 21:30:23 +0000

Review 50–100 traces, find recurring failures, and show how fixes reduce errors. Build support for evaluation through visible product improvements.

Jev Picks Windows Controls—but the Gate Must Check the Final Action

Sat, 17 Oct 2026 13:27:27 -0400

A Windows UI Automation project makes Jev’s action menu inspectable. Offline tests pass, while mocked probes expose gaps between the checked decision and the executed command.

A Jev Benchmark That Lets You Recompute the Scores

Sat, 17 Oct 2026 13:27:27 -0400

inference-benchmarks records complete model exchanges, separates valid output from correct decisions, and exposes the request-shape tradeoff in a Qwen comparison.

Workers Can Govern, but They Need Power First — Jacobin

Sat, 17 Oct 2026 13:06:00 -0400

Workers rarely reach the ballot. Jared Abbott asks why a major new study discounts the unions that once helped them govern.

The Left Needs an Answer to the Center’s New Cold War Program — Jacobin

Sat, 17 Oct 2026 13:06:00 -0400

Caleb Brennan traces how Cold War nostalgia ties domestic renewal to military rivalry, and argues for a socialist foreign policy built around peace.

Free Fall Dance at Marine Park, October 18

Sat, 17 Oct 2026 09:37:00 -0400

Brooklyn Dance Center brings seasonal performances to the Salt Marsh Nature Center on Sunday afternoon. Bring a blanket or chair; admission is free.

Free Diwali Gathering at Marine Park, November 1

Sat, 17 Oct 2026 09:37:00 -0400

Marine Park's annual Festival of Lights gathering brings Pandit Ravi Doobay to the Carmine Carro Community Center. Free, with no registration required.

Torana’s Laya Router Was Fast—but Never Confident Enough to Switch

Sat, 17 Oct 2026 09:28:29 -0400

A local Jev-style router exposes a confidence-field mismatch, missing context, and the harder problem of proving that a bigger model helps.

OpenRouter’s Jev Test Shows Why Each Tag Needs Its Own Threshold

Sat, 17 Oct 2026 09:28:29 -0400

A measured TweetTopic example combines typed labels, per-tag error counts, bounded concurrency, and explicit usage accounting. One broad tag stays unreliable even at a high threshold.

Duskers Gives Players Time to Adapt

Sat, 17 Oct 2026 09:16:36 -0400

Tim Keenan let isolation shape Duskers' systems, then used player feedback to discover the reaction time its survival mechanics needed.

My Year of O.C.D. — The New Yorker

Sat, 17 Oct 2026 09:05:00 -0400

Andrew Lipstein describes how compulsive rereading consumed his writing life, and what it cost to leave a sentence unfinished.

We Can Never Understand Elizabeth Holmes, or Nathan Fielder — The New Yorker

Sat, 17 Oct 2026 09:05:00 -0400

Naomi Fry on a documentary whose invasive intimacy reveals how little access can tell us about another person.

Designing more efficient quantum circuits with Claude — Anthropic

Sat, 17 Oct 2026 09:03:54 -0400

Executable checks and a clear cost score let Claude redesign quantum circuits, with occasional human pushes toward different approaches.

You could have invented transformers from memory — Alex Wang

Sat, 17 Oct 2026 09:01:38 -0400

A visual explanation of how language models remember, built around the interference that makes recall fail.

NYC Digest - 2026-10-17

Sat, 17 Oct 2026 07:45:45 -0400

Free park music and Open House New York uptown drop-ins, a Culture Lab dance party tonight, and Harlem jazz tomorrow.