Amplitude tested Jev on 64 synthetic product-analytics charts: perfect recall and very low cost came with 55.8% precision, making downstream verification part of the economics.
Granola co-founder Sam Stephenson on pre-meeting briefs, turning conversations into organizational memory, designing AI that lowers stress, and building an AI-native company without the 996 grind.
OpenAI’s former safety-report lead argues that perpetual sprints and fix-it-after-release safeguards are a dangerous fit for increasingly capable AI.
A thriller with melodramatic stars and a lurid premise collapses because its characters seem to inhabit no social or practical world.
Eight NYC picks for Sunday, including three free outdoor events, two uptown exhibitions, an open mic, manga, and horror comedy.
Sunday is quiet, with five useful releases and operational warnings centered on open infrastructure and real world security boundaries. Kolibri 1 leads: its Apache-2.0 English–German weights, vLLM integration, and unusually long context …
The triune-brain model turns instinct, emotion and reason into three evolutionary layers. Modern neuroscience rejects that anatomy, but the flattering metaphor survives.
A reproducible zh-TW evaluation finds that a local Jev-compatible model can route useful cases—but option count, paraphrasing, prompt injection, and confident errors make it a poor sole gate for consequential actions.
Open-Jev releases a 27B Qwen-based decision model, training code, adapters, probability head, and audited artifacts—while keeping sealed-evaluation and safety failures visible.
The memory-plugin ecosystem — snippets, vector search, retrieval on every prompt — is solving the wrong problem. The fix is a readable, updatable Markdown workspace the agent consults before and after each task.
Coding agents make it easy to spin up services that spend money while nobody is watching. Hard limits should be the default, not an optional warning email.
Richard Brody finds the festival's boldest films where melodrama, documentary observation, and charged conversation blur together.
Marcus Rox built a 75-case, artifact-backed benchmark for Jev alternatives, with raw answers, cost and latency records, automated model discovery, and unusually explicit limits.
A large Spanish-language Jev research notebook tests how prompts, answer sets, wording, confidence, and hidden policy shape typed decisions—and keeps the failed interpretations.
A new East of Eden adaptation gives Steinbeck’s villain a traumatic origin story—and loses something unsettling in the explanation.
The 1930s Nye Committee exposed the arms trade’s corruption. Today’s military-industrial complex is larger, richer, and overdue for the same scrutiny.
TeXposit put Jev into assistant preflight, answer checking, and model routing; its small tests show large latency gains, useful false-positive controls, and no substitute for real evaluation.
AI Profs tested Jev and Claude Opus 4.8 on 18 document-heavy business cases; Jev was far faster and cheaper, but the author-written references and repeated runs sharply limit the accuracy claim.
The toy industry found its ideal customer in adults priced out of conventional milestones and primed for nostalgia.
A documentary catalogs reality TV's cruelty without confronting the beauty ideology that made it profitable.
Jared Palmer’s Apache-2.0 Kev family exposes Jev-compatible typed decisions from 0.8B to 27B parameters, with inspectable training code, frozen suites, calibration reports, and unusually candid limits.
Glean’s internal tests found Jev stronger than its LLM router, weaker than a fine-tuned classifier and production search ranker, and more repeatable—but not proven more accurate—as a citation judge.
The Onderdonk House's Oct. 11 festival is $10 for adults and free for children under 12, with advance registration required for a complimentary pumpkin.
More than 170 dolls and garments trace how miniature clothes shaped real fashion, from 18th-century style messengers to Margiela, Anna Sui, and Black Barbie.
Aidan Herron argues that Yu-Gi-Oh's messy rules endure because the game optimizes for dramatic identity and story, not systemic elegance.
NinjaBee's postmortem on building a combat-free city builder, iterating without losing its core, and discovering the cost of testing only the opening.
A 2-billion-token experiment found that cheap open models can handle routine coding—but model mix, provider capacity, and unbudgeted prototypes dominate the bill.
How a South African outsider’s kitchen-table novel became a cult classic passed from reader to reader.
Nine NYC picks for Saturday and Sunday, including live music, outdoor pottery, a free movie, uptown art, markets, and street festivals.
Saturday is quiet, with seven useful items centered on local inference, agent permissions, and operational boundaries. DwarfStar 4 leads because its small MIT-licensed C runtime makes current open-weight MoE models usable across Apple, …
Joseph Enochs on enterprise AI from the boardroom to production: measure the baton rather than busy teams, replace scattered pilots with shared foundations, constrain agent autonomy, and optimize complete business outcomes instead of local activity.
Ian Langworth’s open NetHack bot turns each game state into legal actions for Jev, exposing both the promise of typed choices and the amount of deterministic machinery needed around them.
Korallis’s multi-agent development stack wraps Jev in explicit schemas, candidate limits, confidence bands, validation, fallbacks, and an exact-commit merge gate.
British and European regulators are examining how anonymous offshore wagers on bank failures could reward inside information and amplify the event being priced.
A small binary-adder proof shows what formal verification adds beyond an executable implementation: explicit specifications, stronger invariants, and surfaced assumptions.
A 15-task serving benchmark finds Jev strongest on content judgments, weak on predicting other models, and useful for length-aware vLLM scheduling—with important reproducibility limits.
Vercel’s Python team tried Jev on a useful live classifier and a deliberately awkward code generator; the failures make the model boundary clearer than another launch explainer.
Writing an evaluation rubric before examining real traces can lock in the wrong criteria. Hamel Husain argues for open-ended error analysis first, then rubrics and reference answers grounded in observed failures.
Accessible PDFs need more than extracted text: reading order, headings, formulas, tables, figures, and other document structure must survive. Hamel Husain and Isaac Flath examine DataLab's API and the human review still required.
Ten GitHub projects for organizing agent teams, persistent memory, local voice cloning, AI engineering, financial workflows, web security, interface design, agent-friendly CLIs and Claude customization.
Red Hat compared Jev, open decision models, small classifiers, and LLM judges on prompt injection and content safety; no single paradigm won on quality, latency, and portability.
A 575,442-call audit found Jev well calibrated on familiar closed-choice tasks but confidently wrong when answer-relevant information was absent or events fell beyond its observed knowledge boundary.
A non-programmer's compact workflow for turning AI-generated concept art into a playable gothic arcade game.
A young programmer can see AI's leverage and still mourn the craft, control, and coherent industry it may be replacing.
Bernie Sanders didn't build the American socialist revival alone, but his 2016 campaign changed what millions thought was politically possible.
Australia's cost-of-living crisis shows how material insecurity becomes psychological when savings, sleep and any credible path back to safety are exhausted.
Hard Fork examines the central agent contradiction: persistence and broad permissions make assistants useful, but create the same autonomy, security, and accountability risks that companies claim they can police themselves.
Dakota’s opens a family- and dog-friendly pumpkin patch on October weekends, with free admission, live music, pumpkin painting, and pumpkins for sale.
Caregivers and children two and under can join a free naturalist-led walk along Prospect Park’s waterways on Thursday mornings through October.
Luigi maps four Pi extensions that use Jev before and after tool calls, for lazy tool loading, compaction, and workflow gates—including a counterintuitive threshold failure.