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DeepSeek and Peking University release DSpark, a speculative decoding framework boosting DeepSeek-V4 speed by up to 85%

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Today's Highlights

DeepSeek and Peking University release DSpark, a speculative decoding framework boosting DeepSeek-V4 speed by up to 85%

Top Stories

Recent Stars

Github Stars

Today's Highlights

DeepSeek and Peking University release DSpark, a speculative decoding framework boosting DeepSeek-V4 speed by up to 85%

Top Stories

Recent Stars

Github Stars

Yesterday's Top Stories, Jun 27, 2026.

DeepSeek and Peking University release DSpark, a speculative decoding framework boosting DeepSeek-V4 speed by up to 85%They also open-sourced DeepSpec, an MIT-licensed draft-model codebase

Coinbase cuts AI spending by nearly 50% during exponential token growth using query caching and open-weight model routingQuery cache hit rates jumped from 5% to 60%.

US Commerce Department partially lifts export restrictions on Anthropic's Mythos 5 model for 100 authorized institutionsAnthropic's Fable 5 model remains fully banned.

Systems architect Daniel Jeffries warns that sudden restrictions on frontier AI models could spark an open-source rebellionHigh-level model access was reportedly blocked for two weeks.

TabulAI founder Bojan Tunguz challenges Anthropic CEO Dario Amodei's claim that open-weight AI models lack collaborative advantagesPractitioners argue open weights enable local evaluation and fine-tuning.

Trump administration reportedly close to lifting restrictions on Anthropic's Fable 5 after 15-day security outageThe Pentagon and NSA must still grant final clearance.

Eric Topol says GPT-5.5 Pro scored 79/100 on medical benchmark but remains below clinical deployment thresholdSeparately, Sophont released Medmarks v1.0 to automate medical evaluations.

Suhail Doshi, Playground AI founder, details his AI workflow for digesting queued research papers and articles to avoid doomscrollingA custom prompt translates academic papers into simplified summaries.

UnconvAI releases Un-0, an image generation model built on a backbone of coupled oscillatorsThe architecture leverages the Winfree Oscillatory Neural Network framework

Pseudonymous AI researcher Janus argues that halting AI development increases existential risk and invites poor government oversightAndrew Curran agreed, arguing that slowing down is counterproductive.

AI developer @teortaxesTex questions claims that Zhipu AI's GLM 5.2-Cyber matches Claude Mythos in identifying security bugsVercel's Guillermo Rauch recommends Deepsec for automated defensive testing.

Policy analyst Dean W. Ball argues the US has shifted to a restrictive, de facto AI licensing regimeTrump reportedly asked OpenAI to stagger its upcoming model

Founder Beff argues US restrictions on leading AI models backfired due to flawed comparisons to nuclear weaponsT3 Stack creator Theo Browne initiated the policy debate.

OpenAI updates its Codex application with faster thread switching and position-preserved scrollingThe updates add deeper local history and archive management.

Study finds compressing Chain-of-Thought traces during knowledge distillation degrades downstream student model accuracyEvaluations used teacher-student pairs like Llama-70B and Ministral-14B.

Olivia Moore, a16z partner, argues consumer LLM apps lack collaborative features beyond static link sharingTechnical and design hurdles currently prevent multi-user chat environments.

BINEVAL framework evaluates LLMs using atomic binary questions to outperform G-Eval and UniEvalHamel Husain says binary metrics simplify LLM error analysis

Douglas Yao synthesizes Alzheimer’s drug candidate PAC-832 in his garage lab using Claude Code and an OpenTrons robotThe molecule is the world's first selective GalR1 antagonist

Perplexity's Aravind Srinivas argues enterprises will run in-house development loops to optimize token value per wattProprietary domain knowledge prevents replication by generalized external models.

AI2 post-training lead Nathan Lambert accuses Anthropic of using political pressure on model distillation for regulatory captureLambert claims safety focus blinds Anthropic's staff to competition.

DeepSeek recruits deep learning researchers in Beijing to optimize pre-training on Ascend NPUs and NVIDIA GPUsThe roles focus on hardware-software co-design to pursue AGI.

AI developer Teortaxes questions the validity of the prinzbench AI benchmark after GLM-5.2 scores a low 30 out of 99The benchmark placed Grok 4.20 ahead of Opus 4.8.

Yaroslav Bulatov says physical data movement, not computation, drives GPU energy consumption because wires cannot shrink as fast as transistorsTraditional computing models fail to account for physical data location

Andrew Curran predicts Fable 5 and GPT-5.6 will receive regulatory release approval next weekTeknium noted that compliance with these guidelines is voluntary.

Daniel Kokotajlo, AI Futures Project leader, outlines his methodology for forecasting AI timelines by extrapolating observed trendsHe advises forecasters to reject biases against science-fiction scenarios.

Policy scholar Dean W. Ball argues that establishing AI development as First Amendment-protected expression is the next critical legal challengeSeth Lazar warns this constitutional framing is philosophically problematic.

Midjourney founder David Holz shares a speculative future timeline predicting 10 billion humanoid robots and the dissolution of MercuryThe timeline also projects 10 billion brain-computer interfaces

Y Combinator co-founder Paul Graham says a tool to bypass the UK's proposed social media ban would see rapid startup growthMichael Nielsen likened the ban to restricting bedtime reading

Sam Altman teases a frontier AI model reaching 750 tokens per second with a planned July releaseThe performance update will run on 5.6 sol hardware

Microsoft's Nando de Freitas argues next-step sensor prediction forces robots to build latent physical representations without visionA NeurIPS paper frames humanoid locomotion as next-token prediction.