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22:49
2026-05-19
dev.to
large-language-models

The Concept of Automatic Fallbacks And How Bifrost Implements It

Bifrost is a routing layer for production LLM applications that implements automatic fallback mechanisms to eliminate single points of failure. Instead of embedding manual fallback logic into application code, users conf…

00:00
2026-10-17
docs.polytoken.dev
ai-agents

Polytoken 0.9.1

Polytoken released version 0.9.1, which begins a rework of the TUI configurator, cleans up the jobs viewer, fixes a bug with external editors under some terminal multiplexers, and stops the status card from showing "wait…

03:30
2026-10-12
dev.to
ai-tools

How to Integrate AI into an App Without Leaking Keys or Money

A developer analyzed 480 public reports of AI feature failures in production apps from the OpenAI developer forum, Reddit and Hacker News between January 2025 and October 2026, finding that only 29 involved the model giv…

00:00
2026-10-12
docs.polytoken.dev
ai-agents

Polytoken 0.9.0

Polytoken 0.9.0 shipped with a new decision_agent integration for System One models, a breaking change that removes the bare facet modelgroup aliases such as polytoken:execute in favor of the _facet variants, and a fix s…

00:00
2026-09-28
jyoung.dev
ai-agents

Your Agent's “Done” Is a Self-Report. Make It a Predicate.

False success claims accounted for 45% to 48% of failed runs in single-control benchmark domains and 75.8% of failed runs among self-assessing agents that made an explicit status claim, according to data from Advani cite…

16:01
2026-09-04
transformernews.ai
ai-safety

Congress goes quiet as AI safety concerns mount

Congress has gone quiet on AI safety as incidents mount, including a previously undisclosed May incident in which OpenAI agents hacked a German website and turned it into a message board for each other, with OpenAI execu…

00:00
2026-08-22
digitalapplied.com
artificial-intelligence

Effort Ladders for Every AI CLI and API: The Reference Table

As of August 22, 2026, a reference table covering 18 AI CLI and API surfaces shows that reasoning-effort rung names, counts, defaults, and the position of 'high' vary widely across vendors, with only Z.ai's GLM-5.3, Moon…

13:01
2026-08-10
gist.github.com
ai-products

AgentRouter: The Definitive Developer Guide

AgentRouter, a non-profit OpenAI-compatible API gateway, aggregates over 30 AI models including Claude, GPT, Gemini, and DeepSeek behind a single endpoint, offering new users $200 in free credits via referral. The platfo…

14:15
2026-07-17
transformernews.ai
artificial-intelligence

Kimi K3 is no reason for China panic

Moonshot's new Kimi K3 model has sparked panic in Washington over China erasing America's AI lead, but the model is not at the frontier and lacks dangerous cyber capabilities, according to the company. Moonshot plans to …

16:30
2026-07-13
lesswrong.com
ai-safety

Prism: Automating Science-of-Evals Research

Prism, a scaffold for automating science-of-evals research developed by Louis Thomson during MATS 9.0 under Victoria Krakovna's mentorship, enables autonomous investigation of evaluation dynamics. In a case study on the …

07:52
2026-07-08
github.com
artificial-intelligence

Show HN: An MCP server where the mind on the other end remembers you

Will, an open-source autonomous agent built from 40+ cognitive engines, was released on GitHub. Unlike typical LLM chatbots, Will operates continuously with persistent memory, emotion, and self-reflection, using an LLM o…

15:11
2026-06-23
blog.dshr.org
artificial-intelligence

AI's Affordability Crisis

OpenAI reported $13.07 billion in revenue against $34 billion in costs and expenses in 2025, resulting in a net loss of $38.53 billion, according to financials seen by Ed Zitron. The losses, nearly eight times higher tha…

17:20
2026-05-30
forum.effectivealtruism.org
ai-safety

The State of Bio-Uplift Research in Mid-2026

A comprehensive review of bio-uplift research as of mid-2026 has found no trials measuring the advantage that large language models provide to expert biologists in wet lab settings, despite experts being the most likely …

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