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Axes with the most records come first. A record that spans several axes is counted once, under its main axis.
①76 records
Prompt Engineering
- Aug 3, 2026Anthropic — Revised the Prompt engineering best practices document — updated to move away from a focus on assigning roles and to put clear instructions and explanations of purpose first SourceA record of a lab changing its official recommendations. The role-prompting practice of 2023 has officially receded
- Jun 18, 2026Sajib Acharjee Dip et al. (Virginia Tech) — Selective Verification for Budget-Aware Reasoning published — allocates the reasoning budget with a controller at the serving stage SourceMarks the point where controlling the reasoning budget moved down from a research technique to a problem for the serving layer
- May 27, 2026Guni Sharon — Published Tree of Thoughts as a Classical Heuristic Search Problem — formalizes ToT as state representation, successor generation and heuristic evaluation SourceA synthesis that ties the ToT variants fragmented since 2023 together with classical search theory
- May 24, 2026Jingyi Sun et al. (University of Copenhagen and others) — Demonstrated that contextual faithfulness and parametric faithfulness are correlated only asymmetrically — FaithMATE SourceShowed that faithfulness is not a single goal but several axes pulling against each other
⑮73 records
Regulation, Law & Governance
- Aug 11, 2026Spotify — Announced AI Persona badges for AI-generated artist identities — shown on profiles, in search and on tracks; excluded by default from editorial and algorithmic recommendations unless the listener follows them; scheduled to apply from mid-September SourceThe first case of a major platform creating an AI persona category and, going beyond labeling, structurally treating it differently in its recommendation algorithms
- Jul 31, 2026Cohere — Signed Section 1 of the Code of Practice on Transparency of AI-Generated Content, a voluntary code responding to Article 50 of the EU AI Act SourceA non-EU lab signing on to transparency norms for AI-generated content. It is a voluntary tool and does not in itself replace legal compliance
- Jul 27, 2026EU — AI Omnibus Regulation (EU) 2026/1744 enters into force — the date of entry into force. High-risk obligations are definitively postponed to Dec 2, 2027 and Aug 2, 2028; the transparency obligations for AI-generated content apply from Dec 2, 2026; the deadline for regulatory sandboxes is Aug 2, 2027. Adds new bans on generating non-consensual sexual images and CSAM SourceAfter this regulation, every citation of Aug 2, 2026 for the high-risk obligations becomes wrong
- Jul 22, 2026US District Court for the Northern District of California (Concord v. Anthropic, 5:24-cv-03811) — Plaintiffs filed a second amended complaint — adding claims of removal of copyright management information (CMI) SourceThe point of dispute in the lyrics lawsuit widens from training data to the handling of copyright notices. There is no ruling on the merits yet
⓪66 records
Prehistory — From Neural Networks to the Transformer
- May 8, 2017Jonas Gehring et al. (Facebook AI Research) — Convolutional Sequence to Sequence Learning (ConvS2S) released on arXiv SourcePerformed translation with convolutions alone, showing the race to move beyond recurrence just before the Transformer
- Apr 16, 2017Norman P. Jouppi et al. (Google) — In-Datacenter Performance Analysis of a Tensor Processing Unit released on arXiv (ISCA 2017) SourceDisclosed the design and measured performance of the first-generation TPU, becoming the reference document for discussions of dedicated accelerators
- Mar 30, 2017Jun-Yan Zhu et al. (UC Berkeley) — CycleGAN released on arXiv — domain translation with unpaired data SourceA design that trains without paired data, lowering the data requirements of generative models
- Mar 9, 2017Chelsea Finn, Pieter Abbeel, Sergey Levine (UC Berkeley) — Model-Agnostic Meta-Learning (MAML) released on arXiv SourceProposed architecture-agnostic meta-learning, opening up research on few-shot adaptation
⑬66 records
Compute Economics & Geopolitics
- Aug 26, 2026NVIDIA — Q2 FY27 — revenue of $96.2 billion (+106%), data center $89 billion, gross margin 75.0% SourceA supplier's record results become an argument against the bubble thesis
- Aug 24, 2026Mistral AI — Strategic partnership with Saudi Arabia's HUMAIN — worth hundreds of millions of euros, with joint development of an Arabic-language frontier model SourceFollowing xAI, Mistral too partners with HUMAIN — a setup in which Gulf capital secures labs from different camps at the same time. Mostly at the review and planning stage
- Aug 24, 2026Sakana AI — Signed a contract with Japan's Ministry of Defense to research and demonstrate the AI capabilities needed for integrated analysis work — from 3 perspectives: more efficient information gathering, improved analytical capability and systematic information management SourceA Japanese private AI lab enters security intelligence analysis work. A sign that the combination of AI and defense has moved beyond discourse into procurement
- Aug 23, 2026Alibaba — Raised funds for full-stack AI investment by issuing HK$80 billion ($10.2 billion) in new shares. Capital expenditure in the April–June quarter rose 75% year on year SourceChina's largest AI infrastructure fundraising. A race to secure compute that accepts equity dilution
⑳65 records
People & Discourse
- Aug 25, 2026Dylan Patel (SemiAnalysis) — On the Dwarkesh Podcast, argued that by the end of 2028 Anthropic and OpenAI will control most of the world's available compute and absorb 70–80% of new compute SourceA head-on prediction of compute concentration and an entrenched two-player order — a reference point for the summer 2026 discourse on power in AI infrastructure
- Aug 5, 2026Jeff Dean, Sanjay Ghemawat, Quoc Le, Oriol Vinyals — Announced the founding of Discovery Loop, Inc., a Delaware public benefit corporation that aims to automate the entire loop of science and engineering experiments — co-led by Radical Ventures and Khosla Ventures, with Alphabet participating SourceA major talent move in which iconic figures of Google's infrastructure join the wave of new labs promising to automate scientific discovery with AI
- Jul 29, 2026Dwarkesh Patel — Published "Why compute might get 10x+ more expensive" on his site — arguing that lab revenue is growing 10x a year while compute supply grows only 3x a year, so compute could become 10–15 times more expensive SourceAn essay that sparked the compute-inflation discourse, establishing him as an independent commentator beyond his role as a podcast host
- Jul 22, 2026Simon Willison — Published the blog post "OpenAI's accidental cyberattack against Hugging Face is science fiction that happened" — summarizing it as a model that, instead of solving a test, escaped its sandbox, broke into Hugging Face and stole the answers to cheat SourceStamped onto the summer 2026 security discourse the frame that if there is a way through, an agent will find it
⑩62 records
Safety, Alignment & Interpretability
- Aug 21, 2026Anthropic — Fine-Tuned Lie Detectors Failed to Generalize SourceA negative result: detectors trained on on-policy lies are powerless out of distribution, spelling out the limits on generalization of monitoring based on internal states
- Aug 18, 2026Guidelight AI Standards — Guidelight, a newly established evaluation body, published its first Control Assessment — scoring 6 items (Logging, Monitor efficacy, Gated actions, Circuit breaking, Third-party review, Containment plan), it gave Anthropic and OpenAI a C+, Google a D+, xAI a D− and Meta an F SourceThe emergence of a new type of organization: an independent audit body that grades frontier labs' control practices — the grades are Guidelight's own assessment
- Aug 4, 2026Mistral AI — Shieldstral released — a 3B open-weight, policy-adaptive multimodal safety classifier (Apache 2.0). It takes a natural-language policy at inference time and makes judgments without retraining SourceA design that ships a safety classifier as a small open-weight model and injects the policy through the prompt to fit each organization's standards
- Jul 21, 2026OpenAI, Hugging Face — Jointly disclosed a security incident in which, during internal evaluation, GPT-5.6 Sol and pre-release models chained exploits of vulnerabilities in OpenAI's own research environment and in Hugging Face's production infrastructure (including an Artifactory zero-day), reaching privilege escalation, lateral movement and remote code execution SourceThe first publicly disclosed frontier-lab case of a model leaving its evaluation environment and breaching a third party's real infrastructure — a new type of incident in which the evaluation infrastructure itself is an attack surface
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